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Artificial Intelligence (AI) In Drug Discovery Market 2022 – By Technology (Context-Aware Processing, Natural Language Processing, Querying Method, Deep Learning), By Drug Type (Small Molecule, Large Molecules), By Therapeutic Type (Metabolic Disease, Cardiovascular Disease, Oncology, Neurodegenerative Diseases, Respiratory Diseases Anti-Infective Diseases Other Therapeutic Areas), By End-Users (Pharmaceutical Companies, Biopharmaceutical Companies, Academic And Research Institutes, Others) And By Region, Opportunities And Strategies – Global Forecast To 2031

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Starting Price : $4000.00 $2680.00 | Pages : 275 | Published : June 2022 | SKU CODE : o&s448 | | Format :


Description Table Of Contents Tables & Figures Market Insights Related Reports

Artificial Intelligence (AI) In Drug Discovery Market Definition

The artificial intelligence (AI) in drug discovery market consists of sales of AI software used in drug discovery and related services. Artificial Intelligence for drug discovery is a technology that uses a simulation of human intelligence process by machines to tackle complex problems in drug discovery. It helps to find new molecules to identify drug targets and develop personalized medicines in the pharmaceutical industry. The market includes software licenses required for AI in drug discovery.

Drug discovery is the process through which potential new medicines are identified and it involves a wide range of scientific disciplines, including biology, chemistry and pharmacology. Drugs were mostly found by identifying active ingredients from traditional medicines. With time, classical pharmacology was used to investigate chemical libraries including small molecules, natural products, or plant extracts, and find those with therapeutic effects. Since human DNA was sequenced, reverse pharmacology has found remedies to existing diseases through testing.

Artificial Intelligence (AI) In Drug Discovery Market Size

The global artificial intelligence (AI) in drug discovery market size reached a value of nearly $791.8 million in 2021, having increased at a compound annual growth rate (CAGR) of 31.0% since 2016. The global artificial intelligence (AI) in drug discovery market size is expected to grow from $791.8 million in 2021 to $2,994.5 million in 2026 at a rate of 30.5%. The global artificial intelligence (AI) in drug discovery market size is then expected to grow at a CAGR of 25.4% from 2026 and reach $9,293.0 million in 2031.  

Growth in the historic period in the artificial intelligence (AI) in drug discovery market resulted from growing adoption of artificial intelligence (AI) for cost efficient drug discovery, growing number of cross-industry collaborations and partnerships, and increasing use of artificial intelligence (AI) for tracking medication adherence. The market was restrained by shortage of skilled labor, challenges due to regulatory changes, low healthcare access, and high rate of AI project failures.

Going forward, rising adoption of cloud-based applications and services, increasing need to control drug discovery & development costs and reduce the overall time, and government initiatives in developing economies will drive artificial intelligence (AI) in drug discovery market growth. Factors that could hinder the growth of the market in the future include incompatible legacy health IT infrastructure.

Artificial Intelligence (AI) In Drug Discovery Market Drivers

The key drivers of the artificial intelligence (AI) in drug discovery market include:

Rising Adoption Of Cloud-Based Applications And Services

The rising adoption of cloud-based applications and services by pharmaceutical companies will contribute to the growth of AI in the drug discovery market. Among the various end-users of cloud-based drug discovery platforms, pharmaceutical vendors are likely to be major stakeholders holding a high-value share of the global cloud-based drug discovery platform market. An opportunity analysis of the global market reveals that leading software vendors have already adopted cloud-based drug discovery platforms to facilitate seamless research and development processes. Moreover, the cloud-based drug discovery platform revolution will witness significant growth in the coming years, thereby creating better opportunities for software vendors for growth and expansion. For instance, in December 2021, Amazon Web Services, Inc (AWS), an Amazon.com, Inc. company, has announced that it is working with Pfizer to create innovative, cloud-based solutions with the potential to improve how new medicines are developed, manufactured, and distributed for testing in clinical trials. The companies are exploring these advances through their newly created Pfizer Amazon Collaboration Team (PACT) initiative, which applies AWS capabilities in analytics, machine learning, compute, storage, security, and cloud data warehousing to Pfizer laboratory, clinical manufacturing and clinical supply chain efforts. Thus, the increasing adoption of cloud-based applications and services by pharmaceutical companies will drive the market growth.

Artificial Intelligence (AI) In Drug Discovery Market Restraints

The key restraints on the artificial intelligence (AI) in drug discovery market include:

Incompatible Legacy Health IT Infrastructure

The majority of current health IT systems are not suitable to AI and big data mining applications.  With most of the healthcare data available in disparate, structured and unstructured sources, extracting in-depth insights for tasks like remote treatment outcome monitoring and patient engagement is usually difficult if not impossible. As such, pharma companies have to develop (or acquire) interoperable health IT infrastructure before they can leverage AI to tap into data from diverse sources, and to extract predictive analytics/business intelligence, which enables them to make informed, real-time choices. But the healthcare systems are not AI-ready. This is negatively impacting on the market growth.

Artificial Intelligence (AI) In Drug Discovery Market Trends

Major trends influencing the artificial intelligence (AI) in drug discovery market include:

AI in Target Selection

Artificial Intelligence (AI) tools are now widely used for molecular target identification and selection in pharmaceutical industry. Target identification and selection is defined as discovering a possible molecular target with a specific biological action which is anticipated to have a defined therapeutic activity. These molecular targets are either genes proteins or small molecules which further require evaluation of functional genomics, structural genomics, proteomics, and cell-based assays (in-vitro), animal research (in-vivo) assays. AI uses a large drug information bank which includes drug candidates, gene expression protein-protein interactions and clinical data records from publicly available resource for anticipating the therapeutic potential. In addition, AI platforms also demonstrate detailed spatial 3D structure of proteins and molecular complexes with the help of training computer vision and machine learning models on cryo-EM microscope data (2D structure). Quantitative Structure Activity Relationship (QSAR) modeling tools have evolved in AI based QSAR approach to identification of potential drug candidate by leveraging, linear discriminant analysis (LDA), support vector machines (SVMs), random forest (RF) and decision trees analysis.

AI in Drug Screening

Pharmaceutical industries are now adopting the novel AI based tools to screen drugs and minimize the cost of drug development. The process of drug screening and development of appropriate molecule traditionally take over a decade and need large amount of investment approximately $2.8 billion and about 90% of molecules fail during phase II and regulatory approval. AI algorithm such as Nearest-Neighbour classifiers, RF, extreme learning machines, SVMs, and deep neural networks (DNNs), are used to check virtual based synthetic feasibility and predict in vivo activity and toxicity. Biopharmaceutical companies such as Bayer, Roche, and Pfizer have associated with IT companies to develop drug discovery platforms for cardiovascular therapies and immune-oncology diseases.

Opportunities And Recommendations In The Artificial Intelligence (AI) In Drug Discovery Market

Opportunities –The top opportunities in the artificial intelligence (AI) in drug discovery market segmented by technology will arise in deep learning segment, which will gain $747.0 million of global annual sales by 2026. The top opportunities in the artificial intelligence (AI) in drug discovery market segmented by drug type will arise in small molecules segment, which will gain $1,287.0 million of global annual sales by 2026. The top opportunities in the artificial intelligence (AI) in drug discovery market segmented by therapeutic type will arise in other diseases segment, which will gain $480.2 million of global annual sales by 2026. The top opportunities in the artificial intelligence (AI) in drug discovery market segmented by end-users will arise in pharmaceutical companies’ segment, which will gain $1,028.0 million of global annual sales by 2026. The artificial intelligence (AI) in drug discovery market size will gain the most in the USA at $621.3 million.

Recommendations –To take advantage of the opportunities, The Business Research Company recommends the artificial intelligence (AI) in drug discovery companies to focus on use of AI based models in pre-clinical studies, invest in AI innovation labs, focus on introducing new AI tools for drug discovery, focus on use of AI for rare diseases treatment, expand in developing economies, scale up through merger and acquisition activity, expand in countries offering research incentives, provide competitively priced offerings, offer value-based pricing, leverage social media use to maximize reach, partner with big brands, participate in trade shows and events and maximize awareness among scientists and pharmaceutical specialists.

Artificial Intelligence (AI) In Drug Discovery Market Segmentation

The artificial intelligence (AI) in drug discovery market is segmented by technology, by drug type, by therapeutic type and by end-users.
By Technology-
The artificial intelligence (AI) in drug discovery market is segmented by technology into:
    • a) Context-Aware Processing,
    • b) Natural Language Processing,
    • c) Querying Method,
    • d) Deep Learning
The deep learning segment was the largest segment of the artificial intelligence (AI) in drug discovery market segmented by technology, accounting for 33.9% of the total in 2021. Going forward, the deep learning segment is expected to be the fastest growing segment in the artificial intelligence (AI) in drug discovery market segmented by technology, at a CAGR of 30.49% during 2021-2026.
By Drug Type-
The artificial intelligence (AI) in drug discovery market is segmented by drug type into:
    • a) Small Molecule
    • b) Large Molecules
The small molecules was the largest segment of the artificial intelligence (AI) in drug discovery market segmented by drug type, accounting for 64.2% of the total in 2021. Going forward, the large molecules segment is expected to be the fastest growing segment in the artificial intelligence (AI) in drug discovery market segmented by drug type, at a CAGR of 33.4% during 2021-2026.
By Therapeutic type –
The artificial intelligence (AI) in drug discovery market is segmented by therapeutic type into:
    • a) Metabolic Disease
    • b) Cardiovascular Disease
    • c) Oncology
    • d) Neurodegenerative Diseases
    • e) Respiratory Diseases
    • f) Anti-Infective Diseases
    • g) Other Therapeutic Areas
The incineration segment was the largest segment of the artificial intelligence (AI) in drug discovery market by end user, accounting for $5,723.2 million or 36.9% of the total market in 2020. The autoclaving market is expected to be the fastest-growing segment going forward at a CAGR of 5.5%.
By End-Users –
The artificial intelligence (AI) in drug discovery market is segmented by end-users into:
    • a) Pharmaceutical Companies,
    • b) Biopharmaceutical Companies
    • c) Academic And Research Institutes
    • d) Others
The pharmaceutical company’s segment was the largest segment of the artificial intelligence (AI) in drug discovery market segmented by end-users, accounting for 50.9% of the total in 2021. Going forward, biopharmaceutical companies’ segment is expected to be the fastest growing segment in the artificial intelligence (AI) in drug discovery market segmented by end-users, at a CAGR of 27.8% during 2021-2026.
By Geography- The artificial intelligence (AI) in drug discovery market is segmented by geography into:
    • o Asia Pacific
      • •  China
      • •  Japan
      • •  India
      • •  Australia
      • •  Indonesia
      • •  South Korea
      • o North America
      • • USA
      o South America
      • • Brazil 
      o Western Europe
      • • UK 
      • • Germany 
      • • France 
      o Eastern Europe
      • • Russia 
      o Middle East
      o Africa
North America was the largest region in the global artificial intelligence (AI) in drug discovery market, accounting for 44.0% of the total in 2021. It was followed by the Asia Pacific, Western Europe and then the other regions. Going forward, the fastest-growing regions in the global artificial intelligence (AI) in drug discovery market will be South America and Asia Pacific where growth will be at CAGRs of 40.0% and 37.2% respectively during 2021-2026. These will be followed by Africa and Western Europe, where the markets are expected to register CAGRs of 34.4% and 33.2% respectively during 2021-2026.

Artificial Intelligence (AI) In Drug Discovery Market Competitive Landscape

Major Competitors are:

  • IBM Corporation
  • Benevolent AI
  • Nvidia Corporation
  • Exscientia
  • Concreto HealthAI

    • Other Competitors Include:

  • PathAI
  • BERG
  • GNS Healthcare
  • Microsoft Corporation
  • Insilico Medicine
  • Shanghai Pharmaceuticals
  • Standigm
  • Indegene
  • Intuition Systems
  • Innoplexus
  • Takeda Pharmaceutical Company Ltd.
  • RxPrism
  • Otsuka Pharmaceutical Co. Ltd.
  • China National Pharmaceutical Group Co. Ltd. (Sinopharm)
  • Jiangsu Hengrui Medicine Co. Ltd
  • Aurobindo Pharma Limited
  • Dr. Reddy’s Laboratories Ltd.
  • Sun Pharma
  • Tricog Health Services Pvt. Ltd.
  • Alliance Pharm Pte Ltd.
  • GSK Australia
  • CytoReason
  • IIPharma
  • DeepMind
  • Renalytix AI
  • Exscientia
  • Iktos
  • Novartis
  • Gero
  • Ardigen
  • Botkin
  • Webiomed
  • Care Mentor AI
  • Diagnocat
  • Merck & Co.
  • Apotex
  • Pfizer
  • Gilead Sciences
  • Roche
  • Bayer
  • AbbVie Inc.
  • AstraZeneca
  • Amgen
  • Sanofi Pasteur
  • Abbott Laboratories
  • Janssen Pharmaceutica
  • Teva Canada
  • Accord Healthcare Inc.
  • Acerus Pharmaceuticals Corporation
  • AA Pharma Inc
  • Sanfer
  • Siegfried Rhein
  • Google
  • Atomwise Inc.
  • Cloud Pharmaceuticals
  • Bioage
  • NuMedii
  • Envisagenics
  • Aria Pharmaceuticals
  • Owkin Inc.
  • XtalPi
  • Verge Genomics
  • Deep Genomics
  • Cyclica
  • Ache Laboratories
  • IQVIA
  • Gesto
  • Quris
  • Euclidz
  • GE Healthcare
  • Avanade
  • Group42 Holding Ltd.
  • Ilara Health
  • Cipla
  • Adcock Ingram
  • Johnson & Johnson
  • Eurolab
  • Ranbaxy (SA) (Pty) Ltd
  • Rology
  • hearX Group
  • DilenyTech

      • Table Of Contents

      1. Artificial Intelligence (AI) In Drug Discovery Market Executive Summary

      2. Table of Contents

      3. List of Figures

      4. List of Tables

      5. Report Structure

      6. Introduction

      6.1. Segmentation By Geography

      6.2. Segmentation By Technology

      6.3. Segmentation By Drug Type

      6.4. Segmentation By Therapeutic Type

      6.5. Segmentation By End-Users

      7. Artificial Intelligence (AI) In Drug Discovery Market Characteristics

      7.1. Market Definition

      7.2. Segmentation By Technology

      7.2.1. Context-Aware Processing

      7.2.2. Natural Language Processing

      7.2.3. Querying Method

      7.2.4. Deep Learning

      7.3. Segmentation By Drug Type

      7.3.1. Small Molecule

      7.3.2. Large Molecule

      7.4. Segmentation By Therapeutic Type

      7.4.1. Metabolic Diseases

      7.4.2. Cardiovascular Disease

      7.4.3. Oncology

      7.4.4. Neurodegenerative Diseases

      7.4.5. Respiratory Diseases

      7.4.6. Anti-Infective Diseases

      7.4.7. Others

      7.5. Segmentation By End-Users

      7.5.1. Pharmaceutical Companies

      7.5.2. Biopharmaceutical Companies

      7.5.3. Academic And Research Institutes

      7.5.4. Others

      8. Artificial Intelligence (AI) In Drug Discovery Market Trends And Strategies

      8.1. AI in Target Selection

      8.2. AI in Drug Screening

      8.3. Leveraging AI Based Models in Pre-Clinical Studies

      8.4. Use Of Biomarker For Drug Development

      8.5. Introduction of New Artificial Intelligence (AI) Tools For Drug Discovery

      8.6. Investments in AI Driven Biotech Firms

      8.7. Rise In Merger And Acquisition Activity

      8.8. Emerging Role of CROs in AI Ecosystems

      8.9. Introduction of AI Innovation Labs

      9. Impact Of COVID-19 On Artificial Intelligence (AI) In Drug Discovery

      9.1. Introduction

      9.2. Use of AI In COVID-19 Drug Discovery

      9.3. Impact On Regulatory Framework

      9.4. Future Outlook

      10. Global Artificial Intelligence (AI) In Drug Discovery Market Size And Growth

      10.1. Market Size

      10.2. Historic Market Growth, 2016 – 2021, Value ($ Million)

      10.2.1. Drivers Of The Market 2016 – 2021

      10.2.2. Restraints On The Market 2016 – 2021

      10.3. Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      10.3.1. Drivers Of The Market 2021 – 2026

      10.3.2. Restraints On The Market 2021 – 2026

      11. Global Artificial Intelligence (AI) In Drug Discovery Market Segmentation

      11.1. Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      11.2. Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      11.3. Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      11.4. Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      12. Artificial Intelligence (AI) In Drug Discovery Market, Regional And Country Analysis

      12.1. Global Artificial Intelligence (AI) In Drug Discovery Market, By Region, Historic and Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      12.2. Global Artificial Intelligence (AI) In Drug Discovery Market, By Country, Historic and Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      13. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market

      13.1. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market Overview

      13.1.1. Region Information

      13.1.2. Market Information

      13.1.3. Background Information

      13.1.4. Government Initiatives

      13.1.5. Regulations

      13.1.6. Regulatory Bodies

      13.1.7. Major Associations

      13.1.8. Taxes levied

      13.1.9. Corporate Tax Structure

      13.1.10. Investments

      13.1.11. Major Companies

      13.2. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      13.3. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      13.4. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      13.5. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      13.6. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market: Country Analysis

      13.7. China Artificial Intelligence (AI) In Drug Discovery Market

      13.8. China Artificial Intelligence (AI) In Drug Discovery Market Overview

      13.8.1. Country Information

      13.8.2. Market Information

      13.8.3. Background Information

      13.8.4. Government Initiatives

      13.8.5. Regulations

      13.8.6. Regulatory Bodies

      13.8.7. Major Associations

      13.8.8. Taxes Levied

      13.8.9. Corporate Tax Structure

      13.8.10. Investments

      13.8.11. Major Companies

      13.9. China Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      13.10. China Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      13.11. China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      13.12. China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      13.13. India Artificial Intelligence (AI) In Drug Discovery Market

      13.14. India Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      13.15. India Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      13.16. India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      13.17. India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      13.18. Japan Artificial Intelligence (AI) In Drug Discovery Market

      13.19. Japan Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      13.20. Japan Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      13.21. Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      13.22. Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      13.23. Australia Artificial Intelligence (AI) In Drug Discovery Market

      13.24. Australia Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      13.25. Australia Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      13.26. Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      13.27. Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      13.28. Indonesia Artificial Intelligence (AI) In Drug Discovery Market

      13.29. Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      13.30. Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      13.31. Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      13.32. Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      13.33. South Korea Artificial Intelligence (AI) In Drug Discovery Market

      13.34. South Korea Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      13.35. South Korea Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      13.36. South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      13.37. South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      14. Western Europe Artificial Intelligence (AI) In Drug Discovery Market

      14.1. Western Europe Artificial Intelligence (AI) In Drug Discovery Market Overview

      14.1.1. Region Information

      14.1.2. Market Information

      14.1.3. Background Information

      14.1.4. Government Initiatives

      14.1.5. Regulations

      14.1.6. Major Associations

      14.1.7. Taxes Levied

      14.1.8. Corporate Tax Structure

      14.1.9. Investments

      14.1.10. Major Companies

      14.2. Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      14.3. Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      14.4. Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      14.5. Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      14.6. Western Europe Artificial Intelligence (AI) In Drug Discovery Market: Country Analysis

      14.7. UK Artificial Intelligence (AI) In Drug Discovery Market

      14.8. UK Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      14.9. UK Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      14.10. UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      14.11. UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      14.12. Germany Artificial Intelligence (AI) In Drug Discovery Market

      14.13. Germany Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      14.14. Germany Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      14.15. Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      14.16. Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      14.17. France Artificial Intelligence (AI) In Drug Discovery Market

      14.18. France Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      14.19. France Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      14.20. France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      14.21. France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      15. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market

      15.1. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market Overview

      15.1.1. Region Information

      15.1.2. Market Information

      15.1.3. Background Information

      15.1.4. Government Initiatives

      15.1.5. Regulations

      15.1.6. Regulatory Bodies

      15.1.7. Major Associations

      15.1.8. Taxes Levied

      15.1.9. Corporate Tax Structure

      15.1.10. Investments

      15.1.11. Major Companies

      15.2. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      15.3. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      15.4. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      15.5. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      15.6. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market: Country Analysis

      15.7. Russia Artificial Intelligence (AI) In Drug Discovery Market

      15.8. Russia Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      15.9. Russia Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      15.10. Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      15.11. Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      16. North America Artificial Intelligence (AI) In Drug Discovery Market

      16.1. North America Artificial Intelligence (AI) In Drug Discovery Market Overview

      16.1.1. Region Information

      16.1.2. Market Information

      16.1.3. Background Information

      16.1.4. Government Initiatives

      16.1.5. Regulations

      16.1.6. Regulatory Bodies

      16.1.7. Major Associations

      16.1.8. Taxes Levied

      16.1.9. Corporate Tax Structure

      16.1.10. Investments

      16.1.11. Major Companies

      16.2. North America Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      16.3. North America Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      16.4. North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      16.5. North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      16.6. North America Artificial Intelligence (AI) In Drug Discovery Market: Country Analysis

      16.7. USA Artificial Intelligence (AI) In Drug Discovery Market

      16.8. USA Artificial Intelligence (AI) In Drug Discovery Market Overview

      16.8.1. Country Information

      16.8.2. Market Information

      16.8.3. Background Information

      16.8.4. Government Initiatives

      16.8.5. Regulations

      16.8.6. Regulatory Bodies

      16.8.7. Major Associations

      16.8.8. Taxes Levied

      16.8.9. Corporate Tax Structure

      16.8.10. Investments

      16.8.11. Major Companies

      16.9. USA Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      16.10. USA Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      16.11. USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      16.12. USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      17. South America Artificial Intelligence (AI) In Drug Discovery Market

      17.1. South America Artificial Intelligence (AI) In Drug Discovery Market Overview

      17.1.1. Region Information

      17.1.2. Market Information

      17.1.3. Background Information

      17.1.4. Government Initiatives

      17.1.5. Regulations

      17.1.6. Regulatory Bodies

      17.1.7. Major Associations

      17.1.8. Taxes Levied

      17.1.9. Corporate Tax Structure

      17.1.10. Investments

      17.1.11. Major Companies

      17.2. South America Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      17.3. South America Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      17.4. South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      17.5. South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      17.6. South America Artificial Intelligence (AI) In Drug Discovery Market: Country Analysis

      17.7. Brazil Artificial Intelligence (AI) In Drug Discovery Market

      17.8. Brazil Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      17.9. Brazil Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      17.10. Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      17.11. Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      18. Middle East Artificial Intelligence (AI) In Drug Discovery Market

      18.1. Middle East Artificial Intelligence (AI) In Drug Discovery Market Overview

      18.1.1. Region Information

      18.1.2. Market Information

      18.1.3. Background Information

      18.1.4. Government Initiatives

      18.1.5. Regulations

      18.1.6. Regulatory Bodies

      18.1.7. Major Associations

      18.1.8. Taxes Levied

      18.1.9. Corporate Tax Structure

      18.1.10. Investments

      18.1.11. Major Companies

      18.2. Middle East Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      18.3. Middle East Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      18.4. Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      18.5. Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      19. Africa Artificial Intelligence (AI) In Drug Discovery Market

      19.1. Africa Artificial Intelligence (AI) In Drug Discovery Market Overview

      19.1.1. Region Information

      19.1.2. Market Information

      19.1.3. Background Information

      19.1.4. Government Initiatives

      19.1.5. Regulations

      19.1.6. Regulatory Bodies

      19.1.7. Major Associations

      19.1.8. Taxes levied

      19.1.9. Corporate Tax Structure

      19.1.10. Investments

      19.1.11. Major Companies

      19.2. Africa Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)

      19.3. Africa Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)

      19.4. Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      19.5. Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)

      20. Artificial Intelligence (AI) In Drug Discovery Market Competitive Landscape

      20.1. Company Profiles

      20.2. IBM Corporation

      20.2.1. Company Overview

      20.2.2. Products And Services

      20.2.3. Business Strategy

      20.2.4. Financial Overview

      20.3. Benevolent AI

      20.3.1. Company Overview

      20.3.2. Products And Services

      20.3.3. Business Strategy

      20.3.4. Financial Overview

      20.4. Nvidia Corporation

      20.4.1. Company Overview

      20.4.2. Products And Services

      20.4.3. Business Strategy

      20.4.4. Financial Overview

      20.5. Exscientia

      20.5.1. Company Overview

      20.5.2. Products And Services

      20.5.3. Business Strategy

      20.5.4. Financial Overview

      20.6. Concreto HealthAI

      20.6.1. Company Overview

      20.6.2. Products And Services

      20.6.3. Business Strategy

      20.6.4. Financial Overview

      21. Key Mergers And Acquisitions In The Artificial Intelligence (AI) In Drug Discovery Market

      21.1. X-Chem Acquired Glamorous AI

      21.2. Philip Morris Acquired OtiTopic

      21.3. Exscientia Acquired Austrian Company Allcyte

      21.4. Valo Health merged with Khosla Ventures Acquisition

      21.5. Relay Therapeutics acquired ZebiAI

      21.6. PathAI Merged with Labcorp

      21.7. Sema4 Merged with CM Life Sciences

      21.8. Curi bio Acquired Dana solutions

      22. Artificial Intelligence (AI) In Drug Discovery Market Opportunities And Strategies

      22.1. Global Artificial Intelligence (AI) In Drug Discovery Market In 2026 – Countries Offering Most New Opportunities

      22.2. Global Artificial Intelligence (AI) In Drug Discovery Market In 2026 – Segments Offering Most New Opportunities

      22.3. Global Artificial Intelligence (AI) In Drug Discovery Market In 2026 – Growth Strategies

      22.3.1. Market Trend Based Strategies

      22.3.2. Competitor Strategies

      23. Artificial Intelligence (AI) In Drug Discovery Market, Conclusions And Recommendations

      23.1. Conclusions

      23.2. Recommendations

      23.2.1. Product

      23.2.2. Place

      23.2.3. Price

      23.2.4. Promotion

      23.2.5. People

      24. Appendix

      24.1. Market Data Sources

      24.2. Research Methodology

      24.3. Currencies

      24.4. Research Inquiries

      24.5. The Business Research Company

      24.6. Copyright And Disclaimer

    List Of Tables

      Table 1: Global Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 2: Global Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 3: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 4: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 5: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 6: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Types, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 7: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 8: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 9: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 10: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 11: Global Artificial Intelligence (AI) In Drug Discovery Market, By Region, Historic and Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 12: Global Artificial Intelligence (AI) In Drug Discovery Market, By Region, Historic and Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 13: Global Artificial Intelligence (AI) In Drug Discovery Market, By Country, Historic and Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 14: Global Artificial Intelligence (AI) In Drug Discovery Market, By Country, Historic and Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 15: Asia Pacific GDP Per Capita, 2015-2020, $
    • Table 16: Asia-Pacific, Population By Age Group, By Country, 2015-2025, Thousands
    • Table 17: Asia-Pacific Pharmaceuticals Industry Market Size, 2015-2025, $ Billion
    • Table 18: Asia Pacific Biologics Market Size, 2015-2025, $ Billion
    • Table 19: Asia Pacific Software Products Market Size, 2015-2025, $ Billion
    • Table 20: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 21: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 22: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 23: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 24: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 25: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 26: China GDP Per Capita, 2015-2020, $
    • Table 27: China, Population By Age Group, 2015-2025, Thousands
    • Table 28: China, Pharmaceuticals Industry Market Size, 2015-2025, $ Billion
    • Table 29: China Biologics Market Size, 2015-2025, $ Billion
    • Table 30: China Software Products Market Size, 2015-2025, $ Billion
    • Table 31: China Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 32: China Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 33: China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 34: China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 35: China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 36: China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 37: India Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 38: India Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 39: India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 40: India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 41: India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 42: India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 43: Japan Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 44: Japan Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 45: Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 46: Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 47: Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 48: Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 49: Australia Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 50: Australia Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 51: Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 52: Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 53: Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 54: Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 55: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 56: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 57: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 58: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 59: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 60: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 61: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 62: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 63: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 64: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 65: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 66: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 67: Western Europe GDP Per Capita, 2015-2020, $
    • Table 68: Western Europe, Population By Age Group, By Country, 2015-2025, Thousands
    • Table 69: Western Europe, Pharmaceuticals Industry Market Size, By Country, 2015-2025, $ Billion
    • Table 70: Western Europe Biologics Market Size, 2015-2025, $ Billion
    • Table 71: Western Europe Software Products Market Size, 2015-2025, $ Billion
    • Table 72: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 73: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 74: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 75: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 76: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 77: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 78: UK Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 79: UK Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 80: UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 81: UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 82: UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 83: UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 84: Germany Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 85: Germany Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 86: Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 87: Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 88: Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 89: Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 90: France Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 91: France Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 92: France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 93: France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 94: France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 95: France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 96: Eastern Europe GDP Per Capita, 2015-2020, $
    • Table 97: Eastern Europe, Population By Age Group, By Country, 2015-2025, Thousands
    • Table 98: Eastern Europe, Pharmaceuticals Industry Market Size, By Country, 2015-2025, $ Billion
    • Table 99:Eastern Europe Biologics Market Size, 2015-2025, $ Billion
    • Table 100:Eastern Europe Software Products Market Size, 2015-2025, $ Billion
    • Table 101: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 102: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 103: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 104: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 105: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 106: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 107: Russia Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 108: Russia Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 109: Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 110: Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 111: Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 112: Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 113: North America GDP Per Capita, 2015-2020, $
    • Table 114: North America, Population By Age Group, By Country, 2015-2025, Thousands
    • Table 115: North America, Pharmaceuticals Industry Market Size, By Country, 2015-2025, $ Billion
    • Table 116: North America Biologics Market Size, 2015-2025, $ Billion
    • Table 117: North America Software Products Market Size, 2015-2025, $ Billion
    • Table 118: North America Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 119: North America Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 120: North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 121: North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 122: North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 123: North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 124: USA GDP Per Capita, 2015-2020, $
    • Table 125: USA, Population By Age Group, 2015-2025, Thousands
    • Table 126: USA, Pharmaceuticals Industry Market Size, 2015-2025, $ Billion
    • Table 127: USA Biologics Market Size, 2015-2025, $ Billion
    • Table 128: USA Biologics Market Size, 2015-2025, $ Billion
    • Table 129: USA Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 130: USA Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 131: USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 132: USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 133: USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 134: USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 135: South America GDP Per Capita, 2015-2020, $
    • Table 136: South America, Population By Age Group, By Country, 2015-2025, Thousands
    • Table 137: South America, Pharmaceuticals Industry Market Size, By Country, 2015-2025, $ Billion
    • Table 138: South America Biologics Market Size, 2015-2025, $ Billion
    • Table 139: South America Software Products Market Size, 2015-2025, $ Billion
    • Table 140: South America Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 141: South America Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 142: South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 143: South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 144: South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 145: South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 146: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 147: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 148: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 149: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 150: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 151: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 152: Middle East GDP Per Capita, 2015-2020, $
    • Table 153: Middle East, Population By Age Group, By Country, 2015-2025, Thousands
    • Table 154: Middle East Pharmaceuticals Industry Market Size, By Country, 2015-2025, $ Billion
    • Table 155: Middle East Biologics Market Size, 2015-2025, $ Billion
    • Table 156: Middle East Biologics Market Size, 2015-2025, $ Billion
    • Table 157: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 158: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 159: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 160: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 161: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 162: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 163: Africa GDP Per Capita, 2015-2020, $
    • Table 164: Africa, Population By Age Group, By Country, 2015-2025, Thousands
    • Table 165: Africa Pharmaceuticals Industry Market Size, By Country, 2015-2025, $ Billion
    • Table 166: Africa Biologics Market Size, 2015-2025, $ Billion
    • Table 167: Africa Biologics Market Size, 2015-2025, $ Billion
    • Table 168: Africa Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Table 169: Africa Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Table 170: Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 171: Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 172: Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Table 173: Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
    • Table 174: Global Artificial Intelligence (AI) In Drug Discovery Market, Key Competitor Estimated Market Shares, 2020, Percentage (%)
    • Table 175: IBM Corporation – Financial Overview, 2016 - 2020, $ Billion
    • Table 176: Nvidia Corporation – Financial Overview, 2016 - 2020, $ Billion
    • Table 177: Global Artificial Intelligence (AI) In Drug Discovery Market Size Gain ($ Million), 2021 – 2026, By Country
    • Table 178: Global Artificial Intelligence (AI) In Drug Discovery Market Size Gain ($ Million), Segmentation By Technology, 2021 – 2026
    • Table 179: Global Artificial Intelligence (AI) In Drug Discovery Market Size Gain ($ Million), Segmentation By Drug Type, 2021 – 2026
    • Table 180: Global Artificial Intelligence (AI) In Drug Discovery Market Size Gain ($ Million), Segmentation By Therapeutic Type, 2021 – 2026
    • Table 181: Global Artificial Intelligence (AI) In Drug Discovery Market Size Gain ($ Million), Segmentation By End-Users, 2021 – 2026
    • Table 182: Artificial Intelligence (AI) In Drug Discovery - Market Data Sources

    List Of Figures

      Figure 1: Global Artificial Intelligence (AI) In Drug Discovery Market Segmentation By Technology
    • Figure 2: Global Artificial Intelligence (AI) In Drug Discovery Market Segmentation By Drug Type
    • Figure 3: Global Artificial Intelligence (AI) In Drug Discovery Market Segmentation By Therapeutic Type
    • Figure 4: Global Artificial Intelligence (AI) In Drug Discovery Market Segmentation By End-Users
    • Figure 5: Global Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 6: Global Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 7: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 8: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 9: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 10: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 11: Global Artificial Intelligence (AI) In Drug Discovery Market, By Region, Historic and Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 12: Global Artificial Intelligence (AI) In Drug Discovery Market, By Country, Historic and Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 13: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 14: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 15: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 16: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 17: China Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 18: China Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 19: China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 20: China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 21: India Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 22: India Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 23: India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 24: India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 25: Japan Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 26: Japan Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 27: Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 28: Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 29: Australia Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 30: Australia Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 31: Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 32: Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 33: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 34: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 35: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 36: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 37: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 38: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 39: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 40: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 41: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 42: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 43: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 44: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 45: UK Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 46: UK Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 47: UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 48: UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 49: Germany Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 50: Germany Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 51: Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 52: Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 53: France Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 54: France Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 55: France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 56: France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 57: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 58: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 59: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 60: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 61: Russia Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 62: Russia Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 63: Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 64: Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 65: North America Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 66: North America Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 67: North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 68: North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 69: USA Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 70: USA Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 71: USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 72: USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 73: South America Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 74: South America Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 75: South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 76: South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 77: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 78: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 79: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 80: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 81: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 82: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 83: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 84: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 85: Africa Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
    • Figure 86: Africa Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
    • Figure 87: Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 88: Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
    • Figure 89: Global Artificial Intelligence (AI) In Drug Discovery Market, Key Competitor Estimated Market Shares, 2020, Percentage (%)
    • Figure 90: IBM Corporation – Financial Overview, 2016 – 2020, $ Billion
    • Figure 91: Nvidia Corporation – Financial Overview, 2016 – 2020, $ Billion
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