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1371935

到 2030 年醫療影像處理人工智慧市場預測：按產品、模式、技術、用途、最終用戶和地區進行的全球分析

Artificial Intelligence in Medical Imaging Market Forecasts to 2030 - Global Analysis By Offering, Modality, Technology, Application, End User and By Geography
出版日期: | 出版商: Stratistics Market Research Consulting | 英文 200+ Pages | 商品交期: 2-3個工作天內

價格

根據Stratistics MRC預測，2023年全球醫療影像診斷人工智慧市場規模將達到10.011億美元，並在預測期內以32.8%的年複合成長率成長，到2030年將達到72.928億美元。

醫學影像中的人工智慧是利用先進的電腦方法，特別是機器學習和深度學習演算法，借助該技術來分析和解釋醫學影像，例如X光、MRI掃描、CT掃描等。借助技術，醫療專業人員可以更準確、更快速地辨識疾病、異常和異常現象。它有潛力徹底改變醫療診斷領域，並透過早期疾病檢測、治療計劃和個人化醫療顯著影響患者的治療結果和醫療保健效果。

根據美國癌症協會總合，今年美國將新增 236,740 例肺癌和支氣管癌罹患。

政府配合措施

世界各國政府都知道人工智慧有潛力改善病患治療結果並減少醫療支出。此外，支持人工智慧在醫學影像處理中道德和安全應用的配合措施包括研究經費、稅收優惠和法律規範。這些鼓勵創新、獎勵對人工智慧解決方案的投資以及為技術公司、醫療保健組織和法規機構之間的合作創造友好環境的政策將加速人工智慧在醫學影像處理領域的成長和發展。因此，各國政府正在實施政策、融資和法規，以鼓勵人工智慧技術在醫療保健領域的創建和使用。

高成本

市場擴張受到用於醫學影像樣本和其他設備診斷各種疾病的各種人工智慧方法高成本。此外，不已開發國家和貧窮國家的大多數醫療機構和研究機構目前無法支付與醫學影像處理人工智慧研發相關的高額成本。因此，這些問題阻礙了市場的拓展。

技術開發

超音波、電腦斷層掃描和磁振造影(MRI) 是取得重大進展的醫學影像技術的例子。這些尖端影像技術提供了大量複雜的資料，可以透過人工智慧演算法進行有效評估，實現更個體化的治療方案。因此，影像成像方式的技術開拓將促進市場擴張。

缺乏專業知識

由於缺乏在醫學影像處理和人工智慧方面經驗豐富的訓練有素的人員，市場擴張受到阻礙。此外，這種短缺可能會阻礙人工智慧解決方案的開發和部署，因為醫療保健組織經常難以吸引和培養能夠管理人工智慧演算法、醫療資料和臨床程序複雜性的人才。因此，這些問題限制了市場的拓展。

COVID-19 的影響

醫學影像處理領域的人工智慧市場受到了 COVID-19大流行的各種負面影響。供應鏈中斷延遲了人工智慧醫療影像處理解決方案的開發和實施。醫療保健資源的轉變以及對流行病相關問題的關注進一步阻礙了人工智慧技術的使用。此外，由於醫學影像處理中的人工智慧應用依賴一致的資料流進行訓練和檢驗，因此非緊急醫療程序和影像檢查的可用性的降低推動了市場的成長。因此，疫情突然阻止了該產業人工智慧應用的快速成長。

預計 X 光部分在預測期內將是最大的

由於使用 C 型臂等介入性 X 光技術的影像導引手術的增加，預計 X 光領域將佔據最大佔有率。此外，C 型臂（尤其是具有平板檢測器的緊湊型 C 型臂）和數位放射線攝影設備的發展顯著增加了所需的 X光量。因此，將人工智慧涵蓋 X 光影像診斷可以增加疾病的早期診斷，減少人為錯誤，最終改善患者的治療結果，同時降低成本。

神經病學領域預計在預測期內年複合成長率最高

由於使用人工智慧技術，特別是機器學習和深度學習演算法來分析大腦和脊髓的 MRI 和 CT影像等複雜的影像資料，預計神經病學領域在預測期內將具有最高的年複合成長率。此外，透過檢測微小的結構和功能異常，這些人工智慧系統可以幫助識別和診斷阿茲海默症、中風和腦腫瘤等神經系統疾病。因此，人工智慧還可以幫助預測疾病進展並規劃治療，為神經系統疾病患者提供早期療育和個人化護理，推動神經病學領域的發展並改善患者的治療效果。

比最大的地區

由於最尖端科技的普及、網路連接的增強和政府舉措的擴大，亞太地區在預測期內佔據了最大的市場佔有率。進一步的推動力是投資的快速成長、使用人工智慧（AI）的公司數量不斷增加（特別是在中國和印度），以及人工智慧在提高圖像品質和縮小該地區醫療基礎設施差距方面的巨大潛力。 。此外，醫療保健產業的數位化正在加速，包括使用人工智慧進行機器人測試和醫學影像處理。

複合年複合成長率最高的地區：

預計北美在預測期內的年複合成長率最高。這是由於對先進診斷技術的需求不斷成長，以提高醫學影像的準確性、效率和速度。此外，基於人工智慧的解決方案有可能幫助放射科醫生和其他醫療保健專業人員呈現複雜的醫學影像、提高診斷準確性並促進改進決策。因此，在對更好的診斷工具的需求不斷成長的推動下，區域市場擴張和資金籌措也是醫學影像領域區域AI（人工智慧）的關鍵促進因素。

提供免費客製化：

訂閱此報告的客戶可以存取以下免費自訂選項之一：

  • 公司簡介
    • 其他市場參與者的綜合分析（最多 3 家公司）
    • 主要企業SWOT分析（最多3家企業）
  • 區域分割
    • 根據客戶興趣對主要國家的市場估計、預測和年複合成長率（註：基於可行性檢查）
  • 競爭基準化分析
    • 根據產品系列、地理分佈和策略聯盟對主要企業基準化分析

目錄

第1章 執行摘要

第2章 前言

  • 概述
  • 利害關係人
  • 調查範圍
  • 調查方法
    • 資料探勘
    • 資料分析
    • 資料檢驗
    • 研究途徑
  • 調查來源
    • 主要調查來源
    • 二次調查來源
    • 先決條件

第3章 市場趨勢分析

  • 促進因素
  • 抑制因素
  • 機會
  • 威脅
  • 技術分析
  • 應用分析
  • 最終用戶分析
  • 新興市場
  • 新型冠狀病毒感染疾病（COVID-19）的影響

第4章 波特五力分析

  • 供應商的議價能力
  • 買方議價能力
  • 替代的威脅
  • 新進入者的威脅
  • 競爭公司之間的敵對關係

第5章 全球人工智慧在醫療圖像市場的應用：透過提供

  • 軟體工具/平台
  • 服務

第6章 全球人工智慧在醫療圖像市場的應用：依形態分類

  • X光
  • 磁振造影(MRI)
  • 超音波影像診斷
  • 電腦斷層掃描 (CT)
  • 分子影像

第7章 全球人工智慧醫療圖像市場：依技術分類

  • 深度學習
  • 電腦視覺
  • 自然語言處理（NLP）
  • 其他技術

第8章 全球人工智慧醫療圖像市場：按應用分類

  • 乳房攝影檢查
  • 心血管應用
  • 肝臟影像檢查
  • 肺部影像檢查
  • 神經病學
  • 其他用途

第9章 全球人工智慧醫療圖像市場：依最終用戶分類

  • 醫院
  • 診所
  • 診斷中心
  • 其他最終用戶

第10章 全球人工智慧醫療圖像市場：按地區

  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 德國
    • 英國
    • 義大利
    • 法國
    • 西班牙
    • 其他歐洲國家
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 澳洲
    • 紐西蘭
    • 韓國
    • 其他亞太地區
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地區
  • 中東和非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 卡達
    • 南非
    • 其他中東和非洲

第11章進展

  • 合約、夥伴關係、協作和合資企業
  • 收購和合併
  • 新產品發布
  • 業務擴展
  • 其他關鍵策略

第12章公司簡介

  • 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
  • ZealthLife technologies Pte. Ltd
Product Code: SMRC23992

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)