Global AI In Medical Imaging Market Size By Technology (Deep Learning, Natural Language Processing (NLP)), By Application (Neurology, Cardiology), By Modality (CT Scans, MRI), By End-Use (Hospitals, Diagnostic Imaging Centers), By Geographic Scope And Forecast
Report ID: 290463|No. of Pages: 202
Global AI In Medical Imaging Market Size By Technology (Deep Learning, Natural Language Processing (NLP)), By Application (Neurology, Cardiology), By Modality (CT Scans, MRI), By End-Use (Hospitals, Diagnostic Imaging Centers), By Geographic Scope And Forecast
AI In Medical Imaging Market Size And Forecast
AI In Medical Imaging Market size was valued at USD 1.07 Billion in 2021 and is projected to reach USD 17.79 Billion by 2030, growing at a CAGR of 49.43% from 2023 to 2030.
Major factors driving the market growth include the application of AI in medical imaging is considered a significant breakthrough in the field of health and medical innovation. Also, the field of medical imaging is witnessing an increase in the adoption of artificial intelligence (AI) as a tool for disease detection and diagnosis. The Global AI In Medical Imaging Market report provides a holistic evaluation of the market. The report offers a comprehensive analysis of key segments, trends, drivers, restraints, competitive landscape, and factors that are playing a substantial role in the market.
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Global AI In Medical Imaging Market Definition
Artificial intelligence (AI) is a game-changing technology that involves the use of computer algorithms to analyze complex data. One of the most promising areas of AI application is in medical imaging, where researchers are increasingly looking to AI to improve the detection and diagnosis of various medical conditions. AI-based imaging has shown high accuracy, sensitivity, and specificity in detecting small abnormalities, which could have a major impact on public health.
However, it’s important to note that the success of AI imaging studies is often evaluated by its ability to detect lesions while ignoring factors such as the type and severity of the lesion. This can lead to overdiagnosis and false positives. To get the most accurate picture of AI’s performance, it’s important to focus on clinically meaningful endpoints, such as patient outcomes, symptoms, and the need for treatment.
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Global AI In Medical Imaging Market Overview
The application of AI in medical imaging is considered a significant breakthrough in the field of health and medical innovation. AI is utilized at various stages of medical imaging, including capturing images, processing data, and conducting analysis, and has demonstrated high sensitivity and accuracy in identifying anomalies in images. Machine learning, a subfield of AI, employs algorithms that imitate the architecture of the brain’s natural neural networks. ML is comprised of nodes linked together to form networks that weigh and summarize input data before passing it to the activation function. This capability enables ML to learn from vast amounts of data and make precise predictions, making it a useful tool in medical imaging.
AI has had a significant impact on the medical imaging diagnostic process, driving growth in the global market for AI in medical imaging. With the help of AI, healthcare professionals are better equipped to acquire and analyze medical images for more accurate diagnoses and individualized patient care. Researchers have also employed AI to objectively evaluate radiographic characteristics and detect complex patterns in imaging data. In the field of radiation oncology, AI has been leveraged to improve various image modalities utilized in therapy. Radiation omics, the high-volume extraction of multiple image attributes from radiation images, is currently a popular area of research in medical imaging, and AI is playing a crucial role in advancing the field. Through its use in medical imaging, AI is helping to improve patient outcomes and overall healthcare outcomes.
Furthermore, the field of medical imaging is witnessing an increase in the adoption of artificial intelligence (AI) as a tool for disease detection and diagnosis. AI algorithms provide more precise and dependable outcomes compared to conventional image processing techniques, especially in the area of COVID-19 diagnosis. The use of AI-based image analysis is becoming popular for identifying infected lung regions and conducting clinical evaluations. The medical imaging sector is expected to see significant growth potential in the near future due to the advancements made in AI-based diagnosis methods.
Global AI In Medical Imaging Market: Segmentation Analysis
The Global AI In Medical Imaging Market is Segmented on the basis of Technology, Application, Modality, End-Use, And Geography.
AI In Medical Imaging Market, By Technology
- Deep Learning
- Natural Language Processing (NLP)
- Others
Based on Technology, the market is segmented into Deep Learning, Natural Language Processing (NLP), and Others. The largest share of the market is held by the deep learning segment, as it is widely used in radiology applications such as image segmentation, object detection, image generation, and image transformation. The market is divided into three segments: deep learning, NLP (natural language processing), and others. NLP is the fastest-growing segment, as it enables computers to understand and present data in the form of human language, images, and text. This growth can be attributed to the increasing use of NLP in popular fields such as AI and machine learning.
AI In Medical Imaging Market, By Application
- Neurology
- Respiratory and Pulmonary
- Cardiology
- Breast Screening
- Orthopedics
- Others
Based on Application, the market is segmented into Neurology, Respiratory and Pulmonary, Cardiology, Breast Screening, Orthopedics, and Others. The largest share of the market is dominated by the neurology segment, largely due to the growing utilization of AI technology. The integration of AI in neurology provides improved patient care, increased accuracy, and greater efficiency. This has led to AI being widely used in several areas of neurology, including neuro-oncology, neuro-vascular disease detection, traumatic brain injury detection, and neurosurgery.
AI In Medical Imaging Market, By Modality
- CT Scan
- MRI
- X-rays
- Ultrasound
- Nuclear Imaging
Based on Modality, the market is segmented into CT Scans, MRI, X-rays, Ultrasound, and Nuclear Imaging. The CT scan segment holds a large number of shares in the market because due to its widespread use as the preferred method of imaging for many clinical purposes. AI-based medical imaging solutions are widely available from both major and minor suppliers for use in CT scans. CT scans offer more comprehensive data compared to other methods, and the small amount of radiation used in the scans is not considered harmful over the long term. The market is segmented based on modality into CT scans, MRI, X-ray, ultrasound, and nuclear imaging.
AI In Medical Imaging Market, By End-Use
- Hospitals
- Diagnostic Imaging Centers
- Others
Based on End-Use, the market is segmented into Hospitals, Diagnostic Imaging Centers, and Others. The hospital segment holds a large number of shares in the market because of its popularity among patients as a convenient and accessible treatment option. Hospitals provide a wide range of products and services, making them a one-stop destination for medical treatment. Also, hospitals are widely available and easily accessible, which further contributes to their popularity.
AI In Medical Imaging Market, By Geography
- North America
- Europe
- Asia Pacific
- Rest of the world
On the basis of geography, the Global AI In Medical Imaging Market is segmented into North America, Europe, Asia Pacific, Rest of the World. The North American segment holds a large number of shares in the market because of its advanced technological infrastructure and high per capita income. The region has a high number of market players and supportive government regulations, which are driving the growth of AI in medical imaging. Also, Asia Pacific is projected to experience the fastest growth rate in the market over the forecast period due to a significant increase in the adoption of advanced technologies, improved network connectivity, and supportive government programs. The rising number of startups utilizing AI, particularly in China and India, the increasing investment, and the potential of AI to bridge the healthcare infrastructure gap by improving image quality are key drivers in the region.
Key Players
The “Global AI In Medical Imaging Market” study report will provide valuable insight with an emphasis on the global market. The major players in the market are Siemens Healthineers, General Electric, Koninklije Philips, IBM, Agfa-Gevaert Group/Agfa Health Care, Arterys, AZmed, Caption Health, Gleamer, and Butterfly Network.
Our market analysis also entails a section solely dedicated to such major players wherein our analysts provide an insight into the financial statements of all the major players, along with its product benchmarking and SWOT analysis.
Ace Matrix Analysis
The Ace Matrix provided in the report would help to understand how the major key players involved in this industry are performing as we provide a ranking for these companies based on various factors such as service features & innovations, scalability, innovation of services, industry coverage, industry reach, and growth roadmap. Based on these factors, we rank the companies into four categories as Active, Cutting Edge, Emerging, and Innovators.
Market Attractiveness
The image of market attractiveness provided would further help to get information about the region that is majorly leading in the Global AI In Medical Imaging Market. We cover the major impacting factors that are responsible for driving the industry growth in the given region.
Porter’s Five Forces
The image provided would further help to get information about Porter’s five forces framework providing a blueprint for understanding the behavior of competitors and a player’s strategic positioning in the respective industry. Porter’s five forces model can be used to assess the competitive landscape in the Global AI In Medical Imaging Market, gauge the attractiveness of a certain sector, and assess investment possibilities.
Report Scope
| REPORT ATTRIBUTES | DETAILS |
|---|---|
| Study Period | 2018-2030 |
| Base Year | 2021 |
| Forecast Period | 2023-2030 |
| Historical Period | 2018-2020 |
| Unit | Value (USD Billion) |
| Key Companies Profiled | Siemens Healthineers, General Electric, Koninklije Philips, IBM, Agfa-Gevaert Group/Agfa Health Care, Arterys, AZmed. |
| Segments Covered | By Technology, By Application, By Modality, By End-Use, And By Geography |
| Customization Scope | Free report customization (equivalent to up to 4 analysts’ working days) with purchase. Addition or alteration to country, regional & segment scope. |
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• Extensive company profiles comprising of company overview, company insights, product benchmarking, and SWOT analysis for the major market players
• The current as well as the future market outlook of the industry with respect to recent developments which involve growth opportunities and drivers as well as challenges and restraints of both emerging as well as developed regions
• Includes in-depth analysis of the market of various perspectives through Porter’s five forces analysis
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Data Collection Matrix
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Econometrics and data visualization model
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Industry Analysis Matrix
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