Image Recognition Global Market Report 2023 – By Technique (QR Barcode Recognition, Object Recognition, Facial Recognition, Pattern Recognition, Optical Character Recognition), By Deployment (Cloud, On Premises), By Component (Hardware, Software, Service), By Application (Augmented Reality, Scanning And Imaging, Security And Surveillance, Marketing And Advertising, Image Search), By Vertical (Retail And E commerce, Media And Entertainment, BFSI, Automobile And Transportation, IT And Telecom, Government, Healthcare, Other Verticals) – Market Size, Trends, And Global Forecast 2023-2032

The X-ray devices and equipment market consists of sales of X-ray devices and equipment and related services. X-ray systems are used for the diagnosis and imaging of patients suffering from various diseases. The key product types of X-ray systems include general radiography X-ray systems, fluoroscopy X-ray systems, mammography X-ray systems, interventional X-ray systems, and mobile c-arm X-ray systems.

The global x-ray devices and equipment market is expected to decline from $12.7 billion in 2019 to $10.2 billion in 2020 at a compound annual growth rate (CAGR) of -19.3%. The decline is mainly due to the COVID-19 outbreak and the measures to contain it. The governments across the countries prioritized covid-19 screening and imaging is not routinely used to screen for COVID-19. Also, most of the factories manufacturing diagnostic imaging equipment such as X-ray systems, ultrasound systems, computed tomography (CT) scanners, and MRI systems and/or their components, are currently shutdown inorder to keep the staff safe and contain the spread. The market is then expected to recover and grow at a CAGR of 5.4% from 2021 and reach $15.6 billion in 2023.

North America was the largest region in the X-ray systems devices and equipment market, followed by Asia Pacific.

The rising incidence of injuries occurring worldwide is driving the medical diagnostic X-ray systems, devices and equipment market. Increasing accidents, sports injuries, severe muscle damages, bone injuries and others are rising the market for diagnostic equipment, especially X-ray systems devices and equipment market. In 2017, about 2.8 million nonfatal injuries were recorded according to estimates from the Survey of Occupational Injuries and Illnesses (SOII). With the increase in injuries and accidents across the globe, number of urgent care facilities offering services such as blood tests, stitching, and X-rays also increased. For instance, according to the Urgent Care Association, the total number of urgent care centers in the USA increased from 6,400 in 2014 to 8,744 in 2018.

Hazardous radiation effects and increasing health concerns hinders the X-ray systems devices and equipment market growth. Diagnostic imaging procedures use x-rays systems devices and equipment that release electromagnetic waves or particles called ionizing radiation. This radiation coming from man-made sources such as X-rays, CT scans, nuclear medicine scans and PET scans carry major health hazards. Low doses can also cause cancer in the long run. Cancer is a leading cause of death worldwide, accounting for an estimated 9.6 million deaths in 2018. When doses exceed certain levels it causes skin burns and acute radiation syndrome. According to a global survey in 2015 conducted by NCBI on radiation overexposure accidents, around 2390 people were over exposed to radiation, out of which 190 died.

The X-ray systems devices and equipment market is witnessing a rise in number of mergers and acquisitions. Mergers and acquisition activity is being driven mainly by companies intending to diversify their business into the medical/diagnostic imaging and radiology businesses. In January 2018, Hitachi acquired VidiStar LLC, a digital solution provider in order to expand its clinical reporting and analytical services division for diagnostic imaging. In November 2017, Philips acquired a Baltimore-based Analytical Informatics Inc., an advanced workflow tools and applications providing company, to expand its radiology business. In January 2018, Canon Medical Systems, Europe in order to expand its product portfolio and services offered acquired DelftHold BV, a company specialized in enterprise healthcare information technology (IT) solutions, manufacturing digital X-ray systems, system integration and providing services for radiology departments.

In 2017, National Council on Radiation Protection and Measurements (NCRP), in response to FDA`s initiative to reduce unnecessary radiation exposure from medical imaging devices, recommended to minimize medical radiation exposure by proposing a new radiation “vital sign” risk score. This aids quality of care and patient safety from diagnostic X-ray systems by calculating potential harm from additional exposure to medical radiation. The incorporation of vital sign into these electronic medical devices helps in taking protective measures. The Advisory Committee on X-ray and Radium Protection, of NCRP provided approaches and modalities that use less or no ionizing radiation for medically appropriate and safe patient care.

In January 2019, Shimadzu Medical Systems USA acquired Core Medical Imaging, Inc for an undisclosed amount. This acquisition would strengthen Shimadzu`s healthcare business and expands its medical systems division in North America to cater to the regions demands and capitalize on the market. Core Medical Imaging, Inc., is an US-based medical equipment company offering various medical products and devices, surgical equipment, diagnostic and X-ray systems, apparatus, and other medical instruments. It was founded in 2000 and is headquartered in Washington, United States.

The internet of things, or IoT, is a collection of interconnected smart devices, mechanical and digital machines, objects, animals, or people supplied with unique identifiers (UIDs) and the ability to transmit data across a network without needing human-to-human or human-to-computer interaction. IoT sensors are used in healthcare, automotive, transportation, manufacturing, and other industrial sectors. The main type of IOT sensors are temperature sensors, pressure sensors, humidity sensors, flow sensors, accelerometers, magnetometers, gyroscopes, inertial sensors, image sensors and others. Temperature sensors help in monitoring the temperature of a ship to log it automatically. The IOT sensors are applied across various areas such as building automation, industrial application, automotive application, healthcare application, retailing & logistics application, security application, agriculture application, other applications and used in healthcare, automotive and transportation, manufacturing/ industrial, others. The global IoT sensors market is segmented - 1) By Product Type: Temperature sensors, Pressure sensors, Humidity sensors, Flow sensors, Accelerometers, Magnetometers, Gyroscopes, Inertial sensors, Image sensors, Other Product Types 2) By Application: Building Automation, Industrial Application, Automotive Application, Healthcare Application, Retailing & Logistics Application, Security Application, Agriculture Application, Other Applications 3) By End-user Industry: Healthcare, Automotive and Transportation, Manufacturing / Industrial, Other End-Users The global IoT sensors market will grow from $6.2 billion in 2022 to $6.64 billion in 2023 at a compound annual growth rate (CAGR) of 7.1%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The market size in global IoT sensors market is expected to grow to $8.67 billion in 2027 at a compound annual growth rate (CAGR) of 6.9%. The application of IoT in automotive and transport sectors is a key factor driving the growth of the IoT sensors market. The introduction of IoT in the automotive industry has opened up new opportunities for carmakers and consumers worldwide. With industrial and commercial use, IoT has become a popular hotspot for varied multifunctional applications in the automotive sector. IoT offers enhanced communication, control, and data delivery at any transportation point. For instance, the companies like Mercedes-Benz, Volkswagen, Volvo, Toyota and Google Inc. are increasingly investing in developing smart cars with rich features that offer healthier, more convenient and more enjoyable driving experiences. The driverless vehicles are likely to dominate the industry by 2030 according to NASDAQ estimates. Therefore, the application of IoT in automotive and transport industries is expected to drive the growth of the IoT sensors market. Major players in the IoT sensors market are Texas Instruments, TE Connectivity, NXP Semiconductors, STMicroelectronics, TDK Corporation, Infineon Technologies, Omron, Honeywell, Sensata Technologies, and Broadcom. The data security concerns are a key factor hampering the growth of the IoT sensors market. The rate of data intrusions is also increasingly growing with the rising technology. IoT systems are being newly built, and safety requirements are lacking, this serves as a major obstacle to the growth of the market for IoT sensors, since enterprise data protection is of great importance when designing analytical solutions for many vertical applications. For instance, a group of researchers from Ruhr University Bochum in Germany identified a security problem in the common messaging apps WhatsApp which could allow hackers to spy on private group chats. According to Forbes, in 2021, 97% of the firms are impacted by a cybersecurity breach in their supply chain and 93% of them suffered a direct cybersecurity breach. Therefore, the data security concerns are expected to limit the growth of the IoT sensors market. The artificial intelligence is a key trend in the IoT sensors market. Artificial intelligence is the basic ingredient required to process the huge amount of data gathered these days, and to maximize its value for the company. AI will assist IoT data analysis in the following areas, such as data accuracy in time series, predictive and advanced analytics, data preparation, geospatial and location real-time (logistic data). In 2020, based on their AI capabilities, the major cloud vendors, including Amazon, Microsoft and Google, are increasingly looking to succeed. Various companies hope to expand their market share with AI algorithms capable of exploiting machine learning and deep learning, allowing businesses to derive more value from their ever-increasing data volumes. In July 2021, Taoglas, an Ireland-based provider of advanced antennas and next-generation IoT solutions, acquired Smartsensor Technologies for an undisclosed amount. This acquisition allows Taoglas to expand their industrial and enterprise-level IoT services and accelerates their connected smart services growth objectives. Smartsensor Technologies is an Australia-based full-service Internet of Things company. Asia-Pacific was the largest region in the IoT sensors market in 2022. North America was the second-largest region in the global IoT sensors market share. The regions covered in the global IoT sensors market analysis report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the IoT sensors market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA. The internet of things (IoT) sensors market consists of sales of temperature sensors, pressure sensors, humidity sensors, flow sensors, accelerometers, magnetometers, gyroscopes, and other internet of things (IoT) sensors. Values in this market are factory gate values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The IoT sensors market research report is one of a series of new reports from The Business Research Company that provides IoT sensors market statistics, including IoT sensors industry global market size, regional shares, competitors with a IoT sensors market share, detailed IoT sensors market segments, market trends and opportunities, and any further data you may need to thrive in the IoT sensors industry. This IoT sensors market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

X-ray devices and equipment use a medical imaging method known as radiography or X-ray to produce photographs of the internal bodily structures using minute amounts of electromagnetic energy. Then, these pictures can be seen on film or digitally. X-ray systems are used for the diagnosis and imaging of patients suffering from various diseases. The main types in the x-ray devices and equipment are portable type and stationary type. Portable x-rays refer to the devices that are smaller and can be moved easily and the dental professionals can capture the x-ray images easily without calling the patient to the room. The various image types are 2D images, 3D images, and 4D images. The various product types are computed tomography; mobile X-Ray devices, C-arm devices, dental X-ray, mammography, and others. The various technologies involved are analog X-Ray machines and digital X-ray machines. These are applicable in cardiovascular, respiratory, mammography, dental, orthopedics, and others. The global x-ray systems devices and equipment market is segmented - 1) By Product Type: Computed Tomography, Mobile X-Ray Devices, C-Arm Devices, Dental X-Ray, Mammography, Other Product Types 2) By Application: Cardiovascular, Respiratory, Mammography, Dental, Orthopedics, Other Applications 3) By image type: 2D images, 3D images, 4D images 4) By Technology: Analog X-Ray Machine , Digital X-Ray Machine 5) By Type: Portable type, Stationary type The global x-ray systems devices and equipment market size will grow from $15.2 billion in 2022 to $15.86 billion in 2023 at a compound annual growth rate (CAGR) of 4.4%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The x-ray systems devices and equipment market size is expected to grow to $18.06 billion in 2027 at a CAGR of 3.3%. Major players in the X-ray devices and equipment market are Siemens Healthcare, Carestream Health, Philips Healthcare, Hitachi Medical, GE Healthcare, Shimadzu, Fujifilm Holdings, Toshiba Medical Systems Corporation, and Canon. The rising incidence of injuries occurring worldwide is driving the medical diagnostic X-ray systems, devices, and equipment market. Increasing accidents, sports injuries, severe muscle damages, bone injuries, and others are rising the market for diagnostic equipment, especially X-ray systems devices and equipment market. According to the National Safety Council, a US-based non-profit organization promoting health and safety, in 2020, 200,955 injury-related deaths occurred in the US which was a 16.1% increase as compared to 2019. Number of nonfatal preventable injuries reached 55.4 million in 2020. With the increase in injuries and accidents across the globe, the number of urgent care facilities offering services such as blood tests, stitching, and X-rays also increased. Hazardous radiation effects and increasing health concerns hinder the X-ray systems devices and equipment market growth. Diagnostic imaging procedures use x-rays systems devices and equipment that release electromagnetic waves or particles called 'ionizing radiation. This radiation coming from man-made sources such as X-rays, CT scans, nuclear medicine scans, and PET scans carry major health hazards. Low doses can also cause cancer in the long run. According to the American Cancer Society 2020, 1.8 million new cancer cases were diagnosed and 606,520 cancer deaths were estimated in the United States. When doses exceed certain levels it causes skin burns and acute radiation syndrome. According to a global survey conducted by NCBI on radiation overexposure accidents, around 2390 people were over-exposed to radiation, out of which 190 died. The X-ray systems devices and equipment market is witnessing a rise in the number of mergers and acquisitions. Mergers and acquisition activity is being driven mainly by companies intending to diversify their business into the medical/diagnostic imaging and radiology businesses. In April 2021, Siemens Healthineers AG, a company manufacturing x-ray devices and equipment based in Germany acquired Varian for an undisclosed amount. With this acquisition, the companies will address the need for precision and diagnosis of cancer care and aim to fight back cancer, and also create a unique portfolio of laboratory diagnostics, imaging, and artificial intelligence. Varian is a company manufacturing x-ray devices and equipment based in the United Kingdom. National Council on Radiation Protection and Measurements (NCRP), in response to FDA's initiative to reduce unnecessary radiation exposure from medical imaging devices, recommended minimizing medical radiation exposure by proposing a new radiation vital sign risk score. This aids quality of care and patient safety from diagnostic X-ray systems by calculating potential harm from additional exposure to medical radiation. The incorporation of vital signs into these electronic medical devices helps in taking protective measures. The Advisory Committee on X-ray and Radium Protection, of NCRP, provided approaches and modalities that use less or no ionizing radiation for medically appropriate and safe patient care. For instance, In November 2021, according to Control Rad, controlling radiation exposure, a medical technology company operating in the x-ray devices and equipment market, found that there is a decrease in the radiation exposure of 57% to the thyroid of the first cardiologist, and using in the second dose of the to the secondary cardiologist’s thyroid procedure by using controlled, it was found a reduction of 49%. The FDA had cleared ControlRad Select commercially available through Boston Scientific and retrofits on facilities’ existing Siemens imaging systems. In March 2022, Canon Medical Systems, a Japan-based medical equipment manufacturer, acquired Nordisk Røntgen Teknik (NRT) for an undisclosed amount. The acquisition would give Canon access to European technology and developing advanced radiographic solutions. Nordisk Røntgen Teknik (NRT) is a Danish medical equipment manufacturer that has advanced technologies for diagnostic X-ray systems. Western Europe was the largest region in the global X-ray devices and equipment market in 2022. North America was the second-largest region in global X-ray devices and equipment market share. The regions covered in the X-ray devices and equipment market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the X-ray devices and equipment market are Brazil, China, France, ermany, India, Indonesia, Japan, South Korea, Russia, UK, USA, and Australia. The X-ray devices and equipment market consists of sales dental x-ray machine, mobile x-ray machine, veterinary x-ray machine, analog machine, digital machine, and fully digital machine. Values in this market are factory gate values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The X-ray devices and equipment market research report is one of a series of new reports from The Business Research Company that provides X-ray devices and equipment market statistics, including X-ray devices and equipment industry global market size, regional shares, competitors with a X-ray devices and equipment market share, detailed X-ray devices and equipment market segments, market trends and opportunities, and any further data you may need to thrive in the X-ray devices and equipment industry. This X-ray devices and equipment market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

Surgical arms are a vital component used in the field of surgery, especially for performing minimally invasive procedures. These are robotic arms that are controlled by surgions. The surgical imaging arms market covered in this report is segmented by product type into G-arm surgical imaging devices, C-arm surgical imaging devices, O-arm surgical imaging devices; by technology into image intensifier C-arms, flat panel detector C-arms; by application into orthopaedic and trauma surgeries, neurosurgeries, cardiovascular surgeries, gastrointestinal surgeries, other applications; by end-user into hospitals and ambulatory surgical centers, academic research institutes. The global surgical imaging arms market is segmented - 1) By Product Type: G-Arm Surgical Imaging Devices, C-Arm Surgical Imaging Devices, O-Arm Surgical Imaging Devices 2) By Technology: Image Intensifier C-Arms, Flat Panel Detector C-Arms 3) By Application: Orthopaedic And Trauma Surgeries, Neurosurgeries, Cardiovascular Surgeries, Gastrointestinal Surgeries, Other Applications 4) By End-User: Hospitals And Ambulatory Surgical Centers, Academic Research Institutes The global surgical imaging arms market size grew from $1.23 billion in 2022 to $1.32 billion in 2023 at a compound annual growth rate (CAGR) of 7.5%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The surgical imaging arms market size is expected to grow to $1.75 billion in 2027 at a CAGR of 7.3%. High demand for mini C-arms devices is expected to boost market growth during the forecast period. Globally, companies are engaged in the development and manufacturing of novel equipment that assists surgeons in carrying out surgical procedures smoothly and efficiently. The rising demand for mini C-arms devices can be attributed to features, such as their miniaturized size, easy adaptability in the operation theatre, and lower price than other types of C-arms. For instance,in July 2022, Fujifilm, a Germany-based company that produces and distributes photographic and imaging products and services, launched FDR CROSS. FDR CROSS is a versatile, hybrid C-arm and portable x-ray machine. The technology offers a more effective and streamlined workflow by capturing fluoroscopic and radiographic pictures on a single platform. Thus, the rising demand for mini C-arms combined with their easy-to-use features is expected to drive market growth. Major players in the surgical imaging arms market are GE Healthcare, Hologic Inc., ATON GmbH, Whale Imaging Inc., Siemens Healthcare, Shimadzu Corp., Canon Medical Systems Corporation, Medtronic plc, Ziehm Imaging, and Philips Healthcare. The high cost of surgical imaging arms is anticipated to hamper market growth during the forecast period. Recently, the prices of surgical arms are increasing owing to constant research and development to introduce new features in the devices. The price of C-arm imaging devices ranges from $25,000 to greater than $70,000. The advanced C-arms such as Siemens Cios Fusion of Siemens Healthcare and OEC 9900 of GE Healthcare range between $1,50,000 and $2,00,000. The average refurbished mini C-arm price ranges between $19,000 and $50,000. Health care settings face challenges with the high costs of these devices that are predicted to hinder market growth. Integration of technology for real-time visualization during surgeries is gaining significant popularity in the surgical imaging arms market. With the increasing number of patients requiring surgeries, the scope and complexity of surgical interventions such as image-guided minimally invasive surgery continue to surge. In January 2020, Philips announced major innovations in its Zenition mobile C-arm platform. With the new user interface, the clinician will be able to operate C-arm inside the sterile field, reducing the communication burden with the operator and making it more intuitive to control the system. Moreover, the platform is extended to integrate intravascular ultrasound (IVUS) for peripheral vascular procedures for improving workflow and streamlining the operating room. In August 2021, TBS Medical Equipment Services, a US-based company that provides medical facilities and services, acquired Omni Imaging Service (Omni) for an undisclosed amount. Through this acquisition, TBS Medical Equipment Services bolstered its foundation and boosted its capacity to deliver high-quality services across the nation. Omni Imaging Service (Omni) is a US-based OEC C-Arm parts and services company. North America was the largest region in the surgical imaging arms market share in 2022. Asia-Pacific was the second largest region in the surgical imaging arms market. The regions covered in the global surgical imaging arms market analysis report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa. The countries covered in the surgical imaging arms market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA. The surgical imaging arms market consists of sales of bronchoscopes, heolders & positioners, and retractor systems. Values in this market are ‘factory gate’ values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The surgical imaging arm market research report is one of a series of new reports from The Business Research Company that provides surgical imaging arm market statistics, including surgical imaging arm industry global market size, regional shares, competitors with a surgical imaging arm market share, detailed surgical imaging arm market segments, market trends and opportunities, and any further data you may need to thrive in the surgical imaging arm industry. This surgical imaging arm market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

Medical image analysis software is a software that allows for the quantitative analysis and display of medical images from a variety of modalities, including PET, MRI, CT, and microscopy. The main types of medical image analysis software are integrated software and standalone software. Integrated software is a collection of software especially created to work on closely related programs. The different types of imaging include 2D images, 3D images, and 4D images. The various modalities are tomography, ultrasound imaging, radiographic imaging, x-ray imaging, MRI, and others. It is used in several different applications such as orthopedics, dental applications, neurology, cardiology, oncology, obstetrics and gynecology, mammography, and others that are employed in hospitals, diagnostic centers, research centers, and other end-users. The global medical image analysis software market is segmented - 1) By Type: Integrated Software, Standalone Software 2) By Image Type: 2D Image, 3D Image, 4D Image 3) By Modality: Tomography, Ultrasound Imaging, Radiographic Imaging, X-ray Imaging, MRI, Other Modalities 4) By Application: Orthopedics, Dental Applications, Neurology, Cardiology, Oncology, Obstetrics and Gynecology, Mammography, Other Applications 5) By End User: Hospital, Diagnostic Center, Research Center, Other End Users The global medical image analysis software market size grew from $3.24 billion in 2022 to $3.59 billion in 2023 at a compound annual growth rate (CAGR) of 10.8%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The market size of the global medical image analysis software is expected to grow to $5.14 billion in 2027 at a CAGR of 9.4%. An increase in the incidence of chronic diseases is expected to propel the growth of the medical image analysis software market going forward. Chronic diseases are conditions or illnesses that often last for three months or longer and have the potential to get worse over time. Medical imaging enables doctors to identify diseases such as cancer, diabetes, and others in their early stages, improving patient outcomes. Early diagnosis and treatment of diseases makes them more manageable, making this cutting-edge technology genuinely life-changing. For instance, according to the World Health Organization, a US-based specialized agency responsible for international public health, chronic disease prevalence has risen by 57% in the year 2020. Also, 19.3 million new cancer cases were registered, and almost 10.0 million cancer deaths occurred in 2020. Therefore, an increase in the incidence of chronic diseases is driving the demand for the growth of the medical image analysis software market. Major players in the medical image analysis software market are AGFA Healthcare, AQUILAB, Carestream Health Inc., Esaote S.p.A., GE Healthcare, Image Analysis Group, INFINITT Healthcare Co. Ltd., Merge Healthcare Inc., MIM Software Inc., Mirada Medical Limited, Philips Healthcare, ScienceSoft USA Corporation, Siemens Healthineers, Toshiba Medical Systems Corporation, and Xinapse Systems Ltd. Product innovation is a key trend gaining popularity in the medical image analysis software market. Major companies operating in the medical image analysis software market are focused on developing technologically advanced software solutions to strengthen their market position. For instance, in August 2020, Random Walk Imaging AB, a Sweden-based novel software solutions company, introduced dVIEWR, the first commercial software product for clinical researchers and radiologists. dVIEWR creates new parameter maps that provide actionable information on tissue microstructure at a previously unheard-of level of precision and detail. The 'drag and drop' interface, which is powered by the MICE ToolkitTM, allows clinical researchers without substantial programming skills to conduct custom image analysis workflows quickly and easily. Similarly, more experienced users can customize their own workflow designs, inputs, and outputs using the interface. In October 2021, Nano X Imaging Ltd., an Israel-based innovative medical imaging company, acquired Zebra Medical Vision for $200 million. This acquisition is expected to further both businesses' common objective of creating the next generation of AI-enabled hardware and software devices, which is projected to raise the bar for medical equipment. With these acquisitions, Nanox would be in a position to focus on resolving three significant global shortages, such as the lack of radiologists, medical imaging devices, and connectivity across nations and societies for the analysis of medical data. Zebra Medical Vision is an Israel-based deep-learning medical imaging analytics company. North America was the largest region in the medical image analysis software market in 2022. The regions covered in the medical image analysis software market share report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, and Africa. The countries covered in the medical image analysis software market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA. The medical image analysis software market consists of the sales of image analysis software and hardware. Values in this market are ‘factory gate’ values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The medical image analysis software market research report is one of a series of new reports from The Business Research Company that provides medical image analysis software market market statistics, including global medical image analysis software market industry size, regional shares, competitors with a medical image analysis market share, detailed medical image analysis market segments, medical image analysis market trends and opportunities, and any further data you may need to thrive in the medical image analysis industry. This medical image analysis market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future state of the industry.

Automatic content recognition refers to a client application's (typically a smartphone or media tablet app's) ability to identify a content element within its proximity to audio, video, or digital image by sampling a portion of the audio or video (or image), processing the sample, and comparing it with a source service that identifies content by unique characteristics such as audio or video fingerprints or watermarks. The automatic content recognition are used to help viewers or listeners remember details about the content they watched or heard. The main types of automatic content recognition are audio, video, & image recognition, voice & speech recognition, real-time content analytics, security & copyright management. Automatic content recognition is used by the audio, video, & image recognition for a computer-powered camera's capacity to recognize and detect objects or features in a digital image or video. Audio, video, & image recognition refer to software's capacity to recognize things, locations, people, writing, and actions in images. The components are of hardware, software which are deployed either on cloud, on-premises. The applications are audience segmentation & measurement, broadcast monitoring, advertisement targeting & pricing, content filtering, and other applications. The verticals include media and entertainment, consumer electronics, retail & e-commerce, education, and automotive. The global automatic content recognition market is segmented - 1) By Type: Audio, Video And Image Recognition, Voice And Speech Recognition, Real-Time Content Analytics, Security And Copyright Management 2) By Component: Hardware, Software 3) By Deployment: Cloud, On-Premises 4) By Application: Audience Segmentation And Measurement, Broadcast Monitoring, Advertisement Targeting And Pricing, Content Filtering, Other Applications 5) By Vertical: Media And entertainment, Consumer Electronics, Retail And E-commerce, Education, Automotive The global automatic content recognition market size will grow from $3.41 billion in 2022 to $4.4 billion in 2023 at a compound annual growth rate (CAGR) of 29.0%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The market size of the automatic content recognition is expected to grow to $12.62 billion in 2027 at a CAGR of 30.1%. The rising use of smart devices and content streaming services is expected to propel the growth of the automatic content recognition market. Smart TVs are essentially televisions with built-in streaming apps, that can stream content (video, music, movies, and sports) using a streaming device or app by connecting the TV or home theatre to the internet. Due to the pandemic (COVID-19), many people will be confined at home starting in 2020, and smart devices and content streaming devices are skyrocketed and increased the subscribers for content streaming platforms. For instance, in June 2022, counterpoint a US-based technology research company published an article in the economic times stating that the Indian smart tv market raised to 33% in Q1 2022. Currently, 89% of India's TV market is made up of smart TVs. In February 2021, the business standard published an article stating that amazon fire tv users are been doubled in 2020 in India. Amazon did not provide sales figures for India but stated that the number of monthly active fire TV users worldwide surpassed 50 million users. Therefore, demand for automatic content recognition will rise as the prevalence of the increasing use of smart devices and content streaming services rises. Major players in the automatic content recognition market are IBM Corporation, Microsoft Corporation, Google LLC, Digimarc Corporation, Apple Inc., Nuance Communications, Inc., ArcSoft Corporation Limited., ACRCloud, Audible Magic Corporation, Vobile, Inc., Kantar Media, Ivitec, VoiceInteraction, Gracenote, VoiceBase, Inc., and Beatgrid Media B.V. Technological advancement is a key trend gaining popularity in automatic content recognition. Major companies in the automatic content recognition market are advancing in their new technologies and research and developing the automatic content recognition market. For instance, in August 2021, LumenVox a US-based speech recognition software company launched a new generation of automatic speech recognition (ASR). The unique features of ASR are a transcription engine built with deep machine learning and artificial intelligence (AI), DNN's (Deep Neural Network) end-to-end architecture, and processing skills for speech recognition. The system is more accessible to users since it can grow the language model more quickly and provide new toolsets for adding additional languages and dialects. The development of this innovative technology is another step forward in automatic content recognition. In March 2021, Roku, Inc a US-based company that manufactures a variety of digital media players for video streaming acquired Nielsen Advanced Video Advertising (AVA) business, for an undisclosed amount. As a result, this acquisition will facilitate Roku's introduction of an all-encompassing DAI solution with TV producers. Additionally, a strategic agreement between Nielsen and Roku will expand Nielsen ONE, the company's cross-media measurement solution, by integrating complementary Nielsen ad and content measurement solutions onto the Roku platform. Nielsen Holdings a US-based information, data, and market measurement company. Asia-Pacific was the largest region in the automatic content recognition market in 2022 and is expected to be the fastest-growing region in the forecast period. The regions covered in automatic content recognition market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the automatic content recognition market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA. The automatic content recognition market consists of revenues earned by entities by providing speech recognition and optical character recognition. Values in this market are ‘factory gate’ values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The automatic content recognition market research report is one of a series of new reports from The Business Research Company that provides automatic content recognition market statistics, including automatic content recognition industry global market size, regional shares, competitors with an automatic content recognition market share, detailed automatic content recognition market segments, market trends and opportunities, and any further data you may need to thrive in the automatic content recognition industry. This automatic content recognition market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

Design software refers to the category of software used to create, edit, and display different types of graphics and images, including photos, 3D designs, and website frontends. Editing software is a program that can be used to edit different media types. Rendering software is the software model used to generate an image from a model. The main types of design, editing, and rendering software are engineering design software, animation, and VFX design software, and image/video editing and graphic design software. An engineering design software is software that provides supporting services required for the creation of infrastructure and plant physical assets. This software are deployed through cloud and on-premise model and used in industrial engineering, games, video and others. The end users of these software are architects & builders, designers, remodelers and others. The global design, editing and rendering software market is segmented - 1) By Type: Engineering Design Software, Animation And VFX Design Software, Image/Video Editing And Graphic Design Software 2) By Application: Industrial Engineering, Games, Video, Other Applications 3) By End-User: Architects and Builders, Designers, Remodelers: Other End-Users 4) By Deployment: Cloud, On-Premise Subsegments Covered: Computer-Aided Design, Electronic Design Automation Software, Media Animation And VFX Design Software, Entertainment Animation And VFX Design Software, Gaming Animation And VFX Design Software, Pixel-Based Image Editors, Vector-Based Image Editors The global design, editing & rendering software market size grew from $47.58 billion in 2022 to $50.43 billion in 2023 at a compound annual growth rate (CAGR) of 6.0%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The design, editing & rendering software market is expected to grow to $62.56 billion in 2027 at a CAGR of 5.5%. Continuous technological innovation and greater access to 3D enabled devices is driving the design, editing and rendering software products market. Additionally, increased internet penetration has led to an increase in usage and awareness of software products, mobile virtualization, mobile applications, and 3D entertainment, which led to an increased usage of 3D rendering and animation software products. For instance, in September 2022, Nextech AR Solutions Corp., a US-based designer and developer of application software announced its ground-breaking Toggle3D, a new AI-powered SaaS platform that allows for the creation, design, configuration, and scalability of 3D models. Toggle3D is a stand-alone online application that enables product designers, 3D artists, advertising specialists, and owners of eCommerce sites to create, customize, and publish high-quality 3D models and experiences without the need for technical or 3D design expertise. Greater access to such devices not only increased awareness of 3D technologies but also drove the market for design, editing and rendering software. Major companies in the design, editing & rendering software market include Adobe Systems Incorporated, Dassault Systemes, Google, AUTODESK, Inc., Synopsys, Inc., Trimble Inc., Siemens AG, ANSYS, Larsen & Toubro ltd., and NEMETSCHEK GROUP. The design, editing, and rendering software industry will witness a monopolistic competition as top large players will obstruct smaller firms from entering the market. Since the effectiveness of a software product is based on the company’s capacity, resources, promotion and expertise, businesses and organizations tend to depend on larger firms offering a one-stop solution. Smaller firms in the industry may find it difficult to compete and move towards specializing in particular areas. Furthermore, it may be difficult for new companies to enter the market as access to skilled software programmers, IT professionals and systems engineers will be required, thus restraining the growth of the design, editing and rendering software market during the forecast period. Some design, editing, and rendering software vendors are gradually shifting towards a subscription revenue mode to increase the subscriber base. This model is often priced at around one-fifth of the license fees of the software. Companies in this industry are offering software products through a subscription revenue model as entities working on single projects and small to medium-sized companies to help them reduce their IT expenditure. For instance, Adobe launched the Adobe Creative Cloud, which offers the entire collection of Adobe software products on users’ desktops. It follows an annual or monthly subscription model that can be accessed on any desktop, laptop, or tablet. In July 2021, Siemens Digital Industries Software, a US-based computer software company announced the acquisition of FORAN software that is used to design, construction and engineering of vessels and marine structures from SENER Group, for undisclosed amount. This will help Siemens Xcelerator portfolio, to offer a more comprehensive and integrated portfolio of software and services that will cover all aspects of the ship lifecycle, from concept design through production to operations and optimized service lifecycle management. SENER Group is a Spanish engineering company offering various designing software. North America was the largest region in design, editing & rendering software market in 2022. Asia-Pacific was the second largest region in design, editing & rendering software market analysis. The regions covered in the design, editing & rendering software market research are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa. The countries covered in the design, editing & rendering software market report are Argentina, Australia, Austria, Belgium, Brazil, Canada, Chile, China, Colombia, Czech Republic, Denmark, Egypt, Finland, France, Germany, Hong Kong, India, Indonesia, Ireland, Israel, Italy, Japan, Malaysia, Mexico, Netherlands, New Zealand, Nigeria, Norway, Peru, Philippines, Poland, Portugal, Romania, Russia, Saudi Arabia, Singapore, South Africa, South Korea, Spain, Sweden, Switzerland, Thailand, Turkey, UAE, UK, USA, Venezuela and Vietnam. The design, editing and rendering software market consists of sales of software, which includes developing, marketing, and distributing computer and mobile software used for design, photo-editing, video editing, animation, graphic designing, industrial designing and object rendering. Values in this market are ‘factory gate’ values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The design, editing and rendering software market research report is one of a series of new reports from The Business Research Company that provides design, editing and rendering software market statistics, including design, editing, and rendering software industry global market size, regional shares, competitors with a design, editing and rendering software market share, detailed design, editing and rendering software market segments, market trends and opportunities, and any further data you may need to thrive in the design, editing, and rendering software industry. This design, editing and rendering software market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

Citizen services AI refers to the use of artificial intelligence for citizen services. These include computer programs that simulate human conversations over chat to improve customer support. The citizen services AI is used to access justice, assist users in navigating healthcare systems, and democratize knowledge. The main citizen services AI technologies include machine learning, natural language processing (NLP), image processing, and face recognition. Machine learning is used to expand expert judgement to enormous data sets. The applications of citizen services AI include traffic and transportation management, healthcare, public safety, utilities, and other applications. The global citizen services AI market is segmented - 1) By Technology: Machine Learning, Natural Language Processing (NLP), Image Processing, Face Recognition 2) By Application: Traffic and Transportation Management; Healthcare; Public Safety; Utilities; Other Applications The global citizen services AI market size will grow from $3.08 billion in 2022 to $4.65 billion in 2023 at a compound annual growth rate (CAGR) of 50.8%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The market size of the citizen services AI is expected to grow to $21.76 billion in 2027 at a CAGR of 47.1%. The increasing adoption of automation is expected to drive the growth of the citizen services AI market. Automation refers to technological applications where the amount of human input is reduced and covers a variety of applications, such as home automation, IT automation, and business process automation. Citizen services AI uses different automation resources that enable tasks that formerly required human intelligence, such as interpreting speech, text, or image content and searching for patterns and anomalies, to be handled by artificial intelligence. According to a survey on automating with intelligence conducted by Deloitte, a UK-based professional services company, in 2021, intelligent automation adoption significantly increased by 15% in 2020 over the previous year, with 73% of respondents beginning their journeys. More organizations are turning to automation, artificial intelligence (AI), and machine learning as they continue to pivot and adapt in response to the pandemic. Therefore, the increased adoption of automation will drive the citizen services AI market growth. Major players in the citizen services AI market are Accenture, Huawei Technologies Co. Ltd., Amazon Web Services Inc., IBM, Intel Corporation, Microsoft, NVIDIA Corporation, Pegasystems Inc., ServiceNow, Oracle, Alibaba, Tencent, Baidu, ADDO AI, Tata Consultancy Services Limited, Hyland Software Inc., Cloudbeds, FUJITSU, Wipro Limited, Infosys Limited, Newgen Software Technologies Limited, Allerin Tech Pvt Ltd., AntWorks and Genesys, and Alfresco Software Inc. Technological advancement is a key trend gaining popularity in the citizen services AI market. Major market players are focusing on creating innovative technologies and integrating machine learning into their products for citizen services. For instance, in July 2021, Intel Corporation, a US-based technology company, in collaboration with the Central Board of Secondary Education (CBSE) and the Ministry of Education, today announced the launch of the AI for All initiative, with the goal of providing everyone in India with a basic understanding of artificial intelligence (AI). AI for All is a 4-hour self-paced learning program based on Intel's AI For Citizens program that demystifies AI in an inclusive manner. It applies equally to a student, a stay-at-home parent, a professional in any field, or even a senior citizen. In its first year, the program hopes to reach 1 million citizens. In October 2021, Accenture, an Ireland-based company specializing in information technology services and consulting, acquired BRIDGEi2i for an undisclosed amount. With this acquisition, Accenture will add 800 professional employees to its' Applied Intelligence developing, enhancing, and expanding its worldwide data science, machine learning, and AI-powered insights capabilities. BRIDGEi2i is an India-based company that combines data engineering, sophisticated analytics, proprietary AI accelerators, and consulting services to focus on data-driven digital transformation for businesses across sectors and worldwide. North America was the largest region in the citizen services AI market in 2022. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the citizen services AI report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the citizen services AI report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, the UK, and the USA. The citizen services AI market consists of revenues earned by entities by providing citizen services AI technologies such as reactive machines, artificial narrow intelligence, artificial general intelligence, and artificial super intelligence. The market value includes the value of related goods sold by the service provider or included within the service offering. Values in this market are ‘factory gate’ values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods. Only goods and services traded between entities or sold to end consumers are included. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The citizen services AI market research report is one of a series of new reports from The Business Research Company that provides citizen services AI market statistics, including citizen services AI industry global market size, regional shares, competitors with a citizen services AI market share, detailed citizen services AI market segments, market trends and opportunities, and any further data you may need to thrive in the citizen services AI industry. This citizen services AI market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.