PUBLISHER: Stratistics Market Research Consulting | PRODUCT CODE: 1371935
PUBLISHER: Stratistics Market Research Consulting | PRODUCT CODE: 1371935
Artificial Intelligence in Medical Imaging Market Forecasts to 2030 - Global Analysis By Offering, Modality, Technology, Application, End User and By Geography
According to Stratistics MRC, the Global Artificial Intelligence in Medical Imaging Market is accounted for $1,001.1 million in 2023 and is expected to reach $7,292.8 million by 2030 growing at a CAGR of 32.8% during the forecast period. Artificial intelligence in medical imaging is the analysis and interpretation of medical images such as X-rays, MRI scans, and CT scans using sophisticated computer approaches, especially machine learning and deep learning algorithms, with the help of this technology, medical personnel can identify diseases, anomalies, and abnormalities more precisely and quickly. It has the potential to revolutionize the area of medical diagnostics and have a profound impact on patient outcomes and healthcare effectiveness through early disease identification, treatment planning, and personalized medicine.
According to the American Cancer Society, a total of 236,740 new cases of lung and bronchus cancer are estimated this year in the United States.
Market Dynamics:
Driver:
Government Initiatives
Governments all over the world have knowledge of how AI has the potential to improve patient outcomes and lower healthcare expenditures. Moreover, initiatives that support the ethical and safe application of AI in medical imaging include funding for research, tax breaks, and regulatory frameworks. The growth and development of AI in medical imaging is accelerated by these policies, which encourage innovation, reward investment in AI solutions, and create a friendly climate for cooperation among technology companies, healthcare organizations, and regulatory agencies. Therefore, governments have implemented policies, financing, and regulations to promote the creation and use of AI technologies in healthcare.
Restraint:
High cost
The expansion of the market is constrained by the high cost of various artificial intelligence approaches used in medical imaging samples and other equipment to diagnose a wide range of disorders. Additionally, the majority of healthcare facilities and research institutions in undeveloped and poor countries are unable to pay the higher costs associated with R&D for artificial intelligence in medical imaging at the moment. The market expansion is therefore hampered by these issues.
Opportunity:
Technological developments
Ultrasound, computed tomography, and magnetic resonance imaging (MRI) are examples of medical imaging technologies that have made major improvements. These cutting-edge imaging techniques provide enormous amounts of complicated data, which have been effectively evaluated by AI algorithms to allow for more individualized treatment programs. Therefore, technological developments in imaging modalities promote market expansion.
Threat:
Lack of expertise
The expansion of the market is hampered by the lack of trained personnel with experience in both medical imaging and artificial intelligence. Furthermore, as healthcare organizations frequently struggle to locate and train individuals who can manage the intricacies of AI algorithms, medical data, and clinical procedures, this shortage could impede the development and deployment of AI solutions. Therefore, these problems restrict the market's expansion.
COVID-19 Impact
The artificial intelligence in medical imaging market has been negatively impacted by the COVID-19 pandemic in a number of ways. Supply chains were upset, which delayed the development and implementation of AI-driven medical imaging solutions. The use of AI technologies was further hindered by the shift in healthcare resources and focus to pandemic-related issues. Additionally, as AI applications in medical imaging depend on a consistent stream of data for training and validation, the decreased availability of non-urgent medical procedures and imaging studies had an impact on the market's growth. Therefore, the pandemic suddenly stopped the rapid growth of AI deployment in this industry.
The X-ray segment is expected to be the largest during the forecast period
The X-ray segment is estimated to hold the largest share, due to the rise in image-guided procedures using interventional x-ray technology, such as C-arms and other models. Moreover, the requirement for X-rays has substantially increased due to the development of C-arms, particularly small C-arms with flat panel detectors and digital radiography. Therefore, by incorporating AI into X-ray imaging, it is possible to increase the early diagnosis of disease, lessen human error, and eventually improve patient outcomes while also saving money.
The Neurology segment is expected to have the highest CAGR during the forecast period
The Neurology segment is anticipated to have highest CAGR during the forecast period, due to complex neuroimaging data, such as those from MRI and CT images of the brain and spinal cord, are analyzed using AI technology, notably machine learning and deep learning algorithms. Moreover, by detecting small structural and functional anomalies, these AI systems assist in the identification and diagnosis of neurological illnesses like Alzheimer's disease, stroke, and brain tumors. Therefore, AI can also help with disease progression prediction and therapy planning, enabling early intervention and individualized care for patients with neurological diseases, progressing the area of neurology, and increasing patient outcomes.
Region with largest share:
Asia Pacific commanded the largest market share during the extrapolated period owing to the widespread use of cutting-edge technologies, improved network connectivity, and expanded government initiatives. Moreover, the exponential growth in investment, the rise in artificial intelligence (AI)-using businesses, particularly in China and India, and the great potential for AI to reduce the region's healthcare infrastructure gap by enhancing image quality are further motivating drivers. Furthermore, digitization is speeding up in the healthcare industry, including robotic testing and medical image processing powered by AI.
Region with highest CAGR:
North America is expected to witness highest CAGR over the projection period; owing to advanced diagnostic technologies with increased accuracy, efficiency, and speed in medical imaging are becoming more and more necessary. Additionally, AI-based solutions have the potential to assist radiologists and other healthcare workers in presenting complex medical pictures, improving diagnostic precision, and facilitating improved decision-making. Therefore, regional market expansion and funding are also key drivers for regional AI (artificial intelligence) in the medical imaging sector, which is driven by the increasing demand for better diagnostic tools.
Key players in the market:
Some of the key players in the Artificial Intelligence in Medical Imaging Market include: Aitia, Arterys Inc., BenevolentAI, Digital Diagnotics Inc., EchoNous, GE Healthcare, IBM Watson Health, Intel Corporation, Lunit Inc., Nanox Imaging LTD., OrCam, Prognos Health, Qventus, Siemens Healthcare GmbH and ZealthLife technologies Pte. Ltd
Key Developments:
In September 2022, IBM announced its intent to acquire Dialexa, a prominent U.S. digital product engineering services firm. This acquisition will strengthen the company's product engineering expertise while offering end-to-end digital transformation services for clients.
In August 2022, GE Healthcare unveiled Definium™ 656 HD, a next-generation X-ray system in its fixed X-ray products portfolio. This product offers in-room workflows and motorization with an intelligent workflow suite, flashpad detectors, and AI-driven helix advanced image processing software.
In June 2021, VUNO Inc., a South Korean AI business, announced a strategic partnership with Samsung Electronics for the incorporation of the AI-powered mobile digital X-ray system VUNO Med-Chest X-ray within the GM85. This partnership is projected to bring VUNO closer to the expansion of AI applications that are market-ready due to its access to the global market.
Offerings Covered:
- Software Tools/Platform
- Services
Modalities Covered:
- X-ray
- Magnetic Resonance Imaging (MRI)
- Ultrasound Imaging
- Computed Tomography (CT)
- Molecular Imaging
Technologies Covered:
- Deep Learning
- Computer Vision
- Natural Language Processing (NLP)
- Other Technologies
Applications Covered:
- Breast Imaging
- Cardiovascular Applications
- Liver Imaging
- Lung Imaging
- Neurology
- Other Applications
End Users Covered:
- Hospitals
- Clinics
- Diagnostic Centers
- Other End Users
Regions Covered:
- North America
- US
- Canada
- Mexico
- Europe
- Germany
- UK
- Italy
- France
- Spain
- Rest of Europe
- Asia Pacific
- Japan
- China
- India
- Australia
- New Zealand
- South Korea
- Rest of Asia Pacific
- South America
- Argentina
- Brazil
- Chile
- Rest of South America
- Middle East & Africa
- Saudi Arabia
- UAE
- Qatar
- South Africa
- Rest of Middle East & Africa
What our report offers:
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2021, 2022, 2023, 2026, and 2030
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
Free Customization Offerings:
All the customers of this report will be entitled to receive one of the following free customization options:
- Company Profiling
- Comprehensive profiling of additional market players (up to 3)
- SWOT Analysis of key players (up to 3)
- Regional Segmentation
- Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
- Competitive Benchmarking
- Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances
Table of Contents
1 Executive Summary
2 Preface
- 2.1 Abstract
- 2.2 Stake Holders
- 2.3 Research Scope
- 2.4 Research Methodology
- 2.4.1 Data Mining
- 2.4.2 Data Analysis
- 2.4.3 Data Validation
- 2.4.4 Research Approach
- 2.5 Research Sources
- 2.5.1 Primary Research Sources
- 2.5.2 Secondary Research Sources
- 2.5.3 Assumptions
3 Market Trend Analysis
- 3.1 Introduction
- 3.2 Drivers
- 3.3 Restraints
- 3.4 Opportunities
- 3.5 Threats
- 3.6 Technology Analysis
- 3.7 Application Analysis
- 3.8 End User Analysis
- 3.9 Emerging Markets
- 3.10 Impact of Covid-19
4 Porters Five Force Analysis
- 4.1 Bargaining power of suppliers
- 4.2 Bargaining power of buyers
- 4.3 Threat of substitutes
- 4.4 Threat of new entrants
- 4.5 Competitive rivalry
5 Global Artificial Intelligence in Medical Imaging Market, By Offering
- 5.1 Introduction
- 5.2 Software Tools/Platform
- 5.3 Services
6 Global Artificial Intelligence in Medical Imaging Market, By Modality
- 6.1 Introduction
- 6.2 X-ray
- 6.3 Magnetic Resonance Imaging (MRI)
- 6.4 Ultrasound Imaging
- 6.5 Computed Tomography (CT)
- 6.6 Molecular Imaging
7 Global Artificial Intelligence in Medical Imaging Market, By Technology
- 7.1 Introduction
- 7.2 Deep Learning
- 7.3 Computer Vision
- 7.4 Natural Language Processing (NLP)
- 7.5 Other Technologies
8 Global Artificial Intelligence in Medical Imaging Market, By Application
- 8.1 Introduction
- 8.2 Breast Imaging
- 8.3 Cardiovascular Applications
- 8.4 Liver Imaging
- 8.5 Lung Imaging
- 8.6 Neurology
- 8.7 Other Applications
9 Global Artificial Intelligence in Medical Imaging Market, By End User
- 9.1 Introduction
- 9.2 Hospitals
- 9.3 Clinics
- 9.4 Diagnostic Centers
- 9.5 Other End Users
10 Global Artificial Intelligence in Medical Imaging Market, By Geography
- 10.1 Introduction
- 10.2 North America
- 10.2.1 US
- 10.2.2 Canada
- 10.2.3 Mexico
- 10.3 Europe
- 10.3.1 Germany
- 10.3.2 UK
- 10.3.3 Italy
- 10.3.4 France
- 10.3.5 Spain
- 10.3.6 Rest of Europe
- 10.4 Asia Pacific
- 10.4.1 Japan
- 10.4.2 China
- 10.4.3 India
- 10.4.4 Australia
- 10.4.5 New Zealand
- 10.4.6 South Korea
- 10.4.7 Rest of Asia Pacific
- 10.5 South America
- 10.5.1 Argentina
- 10.5.2 Brazil
- 10.5.3 Chile
- 10.5.4 Rest of South America
- 10.6 Middle East & Africa
- 10.6.1 Saudi Arabia
- 10.6.2 UAE
- 10.6.3 Qatar
- 10.6.4 South Africa
- 10.6.5 Rest of Middle East & Africa
11 Key Developments
- 11.1 Agreements, Partnerships, Collaborations and Joint Ventures
- 11.2 Acquisitions & Mergers
- 11.3 New Product Launch
- 11.4 Expansions
- 11.5 Other Key Strategies
12 Company Profiling
- 12.1 Aitia
- 12.2 Arterys Inc.
- 12.3 BenevolentAI
- 12.4 Digital Diagnotics Inc.
- 12.5 EchoNous
- 12.6 GE Healthcare
- 12.7 IBM Watson Health
- 12.8 Intel Corporation
- 12.9 Lunit Inc.
- 12.10 Nanox Imaging LTD.
- 12.11 OrCam
- 12.12 Prognos Health
- 12.13 Qventus
- 12.14 Siemens Healthcare GmbH
- 12.15 ZealthLife technologies Pte. Ltd
List of Tables
- Table 1 Global Artificial Intelligence in Medical Imaging Market Outlook, By Region (2021-2030) ($MN)
- Table 2 Global Artificial Intelligence in Medical Imaging Market Outlook, By Offering (2021-2030) ($MN)
- Table 3 Global Artificial Intelligence in Medical Imaging Market Outlook, By Software Tools/Platform (2021-2030) ($MN)
- Table 4 Global Artificial Intelligence in Medical Imaging Market Outlook, By Services (2021-2030) ($MN)
- Table 5 Global Artificial Intelligence in Medical Imaging Market Outlook, By Modality (2021-2030) ($MN)
- Table 6 Global Artificial Intelligence in Medical Imaging Market Outlook, By X-ray (2021-2030) ($MN)
- Table 7 Global Artificial Intelligence in Medical Imaging Market Outlook, By Magnetic Resonance Imaging (MRI) (2021-2030) ($MN)
- Table 8 Global Artificial Intelligence in Medical Imaging Market Outlook, By Ultrasound Imaging (2021-2030) ($MN)
- Table 9 Global Artificial Intelligence in Medical Imaging Market Outlook, By Computed Tomography (CT) (2021-2030) ($MN)
- Table 10 Global Artificial Intelligence in Medical Imaging Market Outlook, By Molecular Imaging (2021-2030) ($MN)
- Table 11 Global Artificial Intelligence in Medical Imaging Market Outlook, By Technology (2021-2030) ($MN)
- Table 12 Global Artificial Intelligence in Medical Imaging Market Outlook, By Deep Learning (2021-2030) ($MN)
- Table 13 Global Artificial Intelligence in Medical Imaging Market Outlook, By Computer Vision (2021-2030) ($MN)
- Table 14 Global Artificial Intelligence in Medical Imaging Market Outlook, By Natural Language Processing (NLP) (2021-2030) ($MN)
- Table 15 Global Artificial Intelligence in Medical Imaging Market Outlook, By Other Technologies (2021-2030) ($MN)
- Table 16 Global Artificial Intelligence in Medical Imaging Market Outlook, By Application (2021-2030) ($MN)
- Table 17 Global Artificial Intelligence in Medical Imaging Market Outlook, By Breast Imaging (2021-2030) ($MN)
- Table 18 Global Artificial Intelligence in Medical Imaging Market Outlook, By Cardiovascular Applications (2021-2030) ($MN)
- Table 19 Global Artificial Intelligence in Medical Imaging Market Outlook, By Liver Imaging (2021-2030) ($MN)
- Table 20 Global Artificial Intelligence in Medical Imaging Market Outlook, By Lung Imaging (2021-2030) ($MN)
- Table 21 Global Artificial Intelligence in Medical Imaging Market Outlook, By Neurology (2021-2030) ($MN)
- Table 22 Global Artificial Intelligence in Medical Imaging Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 23 Global Artificial Intelligence in Medical Imaging Market Outlook, By End User (2021-2030) ($MN)
- Table 24 Global Artificial Intelligence in Medical Imaging Market Outlook, By Hospitals (2021-2030) ($MN)
- Table 25 Global Artificial Intelligence in Medical Imaging Market Outlook, By Clinics (2021-2030) ($MN)
- Table 26 Global Artificial Intelligence in Medical Imaging Market Outlook, By Diagnostic Centers (2021-2030) ($MN)
- Table 27 Global Artificial Intelligence in Medical Imaging Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 28 North America Artificial Intelligence in Medical Imaging Market Outlook, By Country (2021-2030) ($MN)
- Table 29 North America Artificial Intelligence in Medical Imaging Market Outlook, By Offering (2021-2030) ($MN)
- Table 30 North America Artificial Intelligence in Medical Imaging Market Outlook, By Software Tools/Platform (2021-2030) ($MN)
- Table 31 North America Artificial Intelligence in Medical Imaging Market Outlook, By Services (2021-2030) ($MN)
- Table 32 North America Artificial Intelligence in Medical Imaging Market Outlook, By Modality (2021-2030) ($MN)
- Table 33 North America Artificial Intelligence in Medical Imaging Market Outlook, By X-ray (2021-2030) ($MN)
- Table 34 North America Artificial Intelligence in Medical Imaging Market Outlook, By Magnetic Resonance Imaging (MRI) (2021-2030) ($MN)
- Table 35 North America Artificial Intelligence in Medical Imaging Market Outlook, By Ultrasound Imaging (2021-2030) ($MN)
- Table 36 North America Artificial Intelligence in Medical Imaging Market Outlook, By Computed Tomography (CT) (2021-2030) ($MN)
- Table 37 North America Artificial Intelligence in Medical Imaging Market Outlook, By Molecular Imaging (2021-2030) ($MN)
- Table 38 North America Artificial Intelligence in Medical Imaging Market Outlook, By Technology (2021-2030) ($MN)
- Table 39 North America Artificial Intelligence in Medical Imaging Market Outlook, By Deep Learning (2021-2030) ($MN)
- Table 40 North America Artificial Intelligence in Medical Imaging Market Outlook, By Computer Vision (2021-2030) ($MN)
- Table 41 North America Artificial Intelligence in Medical Imaging Market Outlook, By Natural Language Processing (NLP) (2021-2030) ($MN)
- Table 42 North America Artificial Intelligence in Medical Imaging Market Outlook, By Other Technologies (2021-2030) ($MN)
- Table 43 North America Artificial Intelligence in Medical Imaging Market Outlook, By Application (2021-2030) ($MN)
- Table 44 North America Artificial Intelligence in Medical Imaging Market Outlook, By Breast Imaging (2021-2030) ($MN)
- Table 45 North America Artificial Intelligence in Medical Imaging Market Outlook, By Cardiovascular Applications (2021-2030) ($MN)
- Table 46 North America Artificial Intelligence in Medical Imaging Market Outlook, By Liver Imaging (2021-2030) ($MN)
- Table 47 North America Artificial Intelligence in Medical Imaging Market Outlook, By Lung Imaging (2021-2030) ($MN)
- Table 48 North America Artificial Intelligence in Medical Imaging Market Outlook, By Neurology (2021-2030) ($MN)
- Table 49 North America Artificial Intelligence in Medical Imaging Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 50 North America Artificial Intelligence in Medical Imaging Market Outlook, By End User (2021-2030) ($MN)
- Table 51 North America Artificial Intelligence in Medical Imaging Market Outlook, By Hospitals (2021-2030) ($MN)
- Table 52 North America Artificial Intelligence in Medical Imaging Market Outlook, By Clinics (2021-2030) ($MN)
- Table 53 North America Artificial Intelligence in Medical Imaging Market Outlook, By Diagnostic Centers (2021-2030) ($MN)
- Table 54 North America Artificial Intelligence in Medical Imaging Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 55 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Country (2021-2030) ($MN)
- Table 56 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Offering (2021-2030) ($MN)
- Table 57 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Software Tools/Platform (2021-2030) ($MN)
- Table 58 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Services (2021-2030) ($MN)
- Table 59 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Modality (2021-2030) ($MN)
- Table 60 Europe Artificial Intelligence in Medical Imaging Market Outlook, By X-ray (2021-2030) ($MN)
- Table 61 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Magnetic Resonance Imaging (MRI) (2021-2030) ($MN)
- Table 62 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Ultrasound Imaging (2021-2030) ($MN)
- Table 63 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Computed Tomography (CT) (2021-2030) ($MN)
- Table 64 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Molecular Imaging (2021-2030) ($MN)
- Table 65 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Technology (2021-2030) ($MN)
- Table 66 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Deep Learning (2021-2030) ($MN)
- Table 67 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Computer Vision (2021-2030) ($MN)
- Table 68 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Natural Language Processing (NLP) (2021-2030) ($MN)
- Table 69 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Other Technologies (2021-2030) ($MN)
- Table 70 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Application (2021-2030) ($MN)
- Table 71 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Breast Imaging (2021-2030) ($MN)
- Table 72 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Cardiovascular Applications (2021-2030) ($MN)
- Table 73 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Liver Imaging (2021-2030) ($MN)
- Table 74 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Lung Imaging (2021-2030) ($MN)
- Table 75 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Neurology (2021-2030) ($MN)
- Table 76 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 77 Europe Artificial Intelligence in Medical Imaging Market Outlook, By End User (2021-2030) ($MN)
- Table 78 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Hospitals (2021-2030) ($MN)
- Table 79 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Clinics (2021-2030) ($MN)
- Table 80 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Diagnostic Centers (2021-2030) ($MN)
- Table 81 Europe Artificial Intelligence in Medical Imaging Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 82 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Country (2021-2030) ($MN)
- Table 83 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Offering (2021-2030) ($MN)
- Table 84 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Software Tools/Platform (2021-2030) ($MN)
- Table 85 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Services (2021-2030) ($MN)
- Table 86 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Modality (2021-2030) ($MN)
- Table 87 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By X-ray (2021-2030) ($MN)
- Table 88 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Magnetic Resonance Imaging (MRI) (2021-2030) ($MN)
- Table 89 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Ultrasound Imaging (2021-2030) ($MN)
- Table 90 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Computed Tomography (CT) (2021-2030) ($MN)
- Table 91 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Molecular Imaging (2021-2030) ($MN)
- Table 92 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Technology (2021-2030) ($MN)
- Table 93 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Deep Learning (2021-2030) ($MN)
- Table 94 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Computer Vision (2021-2030) ($MN)
- Table 95 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Natural Language Processing (NLP) (2021-2030) ($MN)
- Table 96 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Other Technologies (2021-2030) ($MN)
- Table 97 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Application (2021-2030) ($MN)
- Table 98 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Breast Imaging (2021-2030) ($MN)
- Table 99 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Cardiovascular Applications (2021-2030) ($MN)
- Table 100 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Liver Imaging (2021-2030) ($MN)
- Table 101 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Lung Imaging (2021-2030) ($MN)
- Table 102 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Neurology (2021-2030) ($MN)
- Table 103 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 104 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By End User (2021-2030) ($MN)
- Table 105 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Hospitals (2021-2030) ($MN)
- Table 106 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Clinics (2021-2030) ($MN)
- Table 107 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Diagnostic Centers (2021-2030) ($MN)
- Table 108 Asia Pacific Artificial Intelligence in Medical Imaging Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 109 South America Artificial Intelligence in Medical Imaging Market Outlook, By Country (2021-2030) ($MN)
- Table 110 South America Artificial Intelligence in Medical Imaging Market Outlook, By Offering (2021-2030) ($MN)
- Table 111 South America Artificial Intelligence in Medical Imaging Market Outlook, By Software Tools/Platform (2021-2030) ($MN)
- Table 112 South America Artificial Intelligence in Medical Imaging Market Outlook, By Services (2021-2030) ($MN)
- Table 113 South America Artificial Intelligence in Medical Imaging Market Outlook, By Modality (2021-2030) ($MN)
- Table 114 South America Artificial Intelligence in Medical Imaging Market Outlook, By X-ray (2021-2030) ($MN)
- Table 115 South America Artificial Intelligence in Medical Imaging Market Outlook, By Magnetic Resonance Imaging (MRI) (2021-2030) ($MN)
- Table 116 South America Artificial Intelligence in Medical Imaging Market Outlook, By Ultrasound Imaging (2021-2030) ($MN)
- Table 117 South America Artificial Intelligence in Medical Imaging Market Outlook, By Computed Tomography (CT) (2021-2030) ($MN)
- Table 118 South America Artificial Intelligence in Medical Imaging Market Outlook, By Molecular Imaging (2021-2030) ($MN)
- Table 119 South America Artificial Intelligence in Medical Imaging Market Outlook, By Technology (2021-2030) ($MN)
- Table 120 South America Artificial Intelligence in Medical Imaging Market Outlook, By Deep Learning (2021-2030) ($MN)
- Table 121 South America Artificial Intelligence in Medical Imaging Market Outlook, By Computer Vision (2021-2030) ($MN)
- Table 122 South America Artificial Intelligence in Medical Imaging Market Outlook, By Natural Language Processing (NLP) (2021-2030) ($MN)
- Table 123 South America Artificial Intelligence in Medical Imaging Market Outlook, By Other Technologies (2021-2030) ($MN)
- Table 124 South America Artificial Intelligence in Medical Imaging Market Outlook, By Application (2021-2030) ($MN)
- Table 125 South America Artificial Intelligence in Medical Imaging Market Outlook, By Breast Imaging (2021-2030) ($MN)
- Table 126 South America Artificial Intelligence in Medical Imaging Market Outlook, By Cardiovascular Applications (2021-2030) ($MN)
- Table 127 South America Artificial Intelligence in Medical Imaging Market Outlook, By Liver Imaging (2021-2030) ($MN)
- Table 128 South America Artificial Intelligence in Medical Imaging Market Outlook, By Lung Imaging (2021-2030) ($MN)
- Table 129 South America Artificial Intelligence in Medical Imaging Market Outlook, By Neurology (2021-2030) ($MN)
- Table 130 South America Artificial Intelligence in Medical Imaging Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 131 South America Artificial Intelligence in Medical Imaging Market Outlook, By End User (2021-2030) ($MN)
- Table 132 South America Artificial Intelligence in Medical Imaging Market Outlook, By Hospitals (2021-2030) ($MN)
- Table 133 South America Artificial Intelligence in Medical Imaging Market Outlook, By Clinics (2021-2030) ($MN)
- Table 134 South America Artificial Intelligence in Medical Imaging Market Outlook, By Diagnostic Centers (2021-2030) ($MN)
- Table 135 South America Artificial Intelligence in Medical Imaging Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 136 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Country (2021-2030) ($MN)
- Table 137 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Offering (2021-2030) ($MN)
- Table 138 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Software Tools/Platform (2021-2030) ($MN)
- Table 139 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Services (2021-2030) ($MN)
- Table 140 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Modality (2021-2030) ($MN)
- Table 141 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By X-ray (2021-2030) ($MN)
- Table 142 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Magnetic Resonance Imaging (MRI) (2021-2030) ($MN)
- Table 143 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Ultrasound Imaging (2021-2030) ($MN)
- Table 144 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Computed Tomography (CT) (2021-2030) ($MN)
- Table 145 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Molecular Imaging (2021-2030) ($MN)
- Table 146 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Technology (2021-2030) ($MN)
- Table 147 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Deep Learning (2021-2030) ($MN)
- Table 148 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Computer Vision (2021-2030) ($MN)
- Table 149 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Natural Language Processing (NLP) (2021-2030) ($MN)
- Table 150 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Other Technologies (2021-2030) ($MN)
- Table 151 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Application (2021-2030) ($MN)
- Table 152 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Breast Imaging (2021-2030) ($MN)
- Table 153 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Cardiovascular Applications (2021-2030) ($MN)
- Table 154 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Liver Imaging (2021-2030) ($MN)
- Table 155 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Lung Imaging (2021-2030) ($MN)
- Table 156 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Neurology (2021-2030) ($MN)
- Table 157 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 158 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By End User (2021-2030) ($MN)
- Table 159 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Hospitals (2021-2030) ($MN)
- Table 160 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Clinics (2021-2030) ($MN)
- Table 161 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Diagnostic Centers (2021-2030) ($MN)
- Table 162 Middle East & Africa Artificial Intelligence in Medical Imaging Market Outlook, By Other End Users (2021-2030) ($MN)
