Artificial Intelligence in Medical Diagnostics Market, By Product Type, By Modality, By Application, By End-User, By Country, and By Region - Global Industry Analysis, Market Size, Market Share & Forecast from 2025-2032

Description

REPORT HIGHLIGHT

Artificial Intelligence in Medical Diagnostics Market size was valued at US$ 1,546.22 Million in 2024, expanding at a CAGR of 22.4% from 2025 to 2032.

The integration of artificial intelligence in medical diagnosis is transforming the healthcare sector, delivering unprecedented levels of accuracy and efficiency. AI technologies, especially in the realm of medical diagnostics, are changing the methods by which diseases are identified, assessed, and treated. By utilizing machine learning and deep learning algorithms, AI is capable of rapidly and accurately processing extensive datasets, thereby equipping healthcare providers with essential insights. These innovations are not only improving the accuracy of diagnoses but also facilitating early detection and the development of personalized treatment strategies. Artificial Intelligence (AI) in medical diagnostics encompasses the application of machine learning algorithms and deep learning models to evaluate medical data, including images, laboratory results, genetic information, or electronic health records, to aid healthcare professionals in more accurately and efficiently detecting, diagnosing, and monitoring diseases.

Artificial Intelligence in Medical Diagnostics Market- Market Dynamics

Increasing demand for AI tools in medical imaging & workload reduction is anticipated to drive the growth of the market.

As the volume of medical imaging continues to increase, radiologists and clinicians are under increasing pressure to interpret complex data both swiftly and accurately. AI-driven diagnostic tools assist in optimizing workflow by automatically identifying abnormalities, prioritizing urgent cases, and aiding in clinical decision-making. A pivotal study published in Nature Medicine revealed that deep learning algorithms achieved an impressive 93% accuracy in detecting lung nodules in CT scans, significantly surpassing the average accuracy rate of 65-70% achieved by radiologists working independently. Moreover, advancements in deep learning and imaging analytics may present growth opportunities for the market. However, concerns regarding data privacy and security could hinder market growth.

Artificial Intelligence in Medical Diagnostics Market- Key Insights

As per the analysis shared by our research analyst, the global market is estimated to grow annually at a CAGR of around 22.4% over the forecast period (2025-2032)

Based on product type segmentation, Software was predicted to show maximum market share in the year 2024

Based on Modality segmentation, CT Scan was the leading Modality in 2024

Based on Application segmentation, Neurology was the leading Application in 2024

Based on End-User segmentation, Hospitals was the leading End-User in 2024

Based on region, North America was the leading revenue generator in 2024

Artificial Intelligence in Medical Diagnostics Market- Segmentation Analysis:

The Global Artificial Intelligence in Medical Diagnostics Market is segmented based on Product Type, Modality, Application, End-User, and Region.

The market is segmented into three categories according to product type: Software, Hardware, and Services. The Software segment leads in market growth. Specifically, the software segment is at the forefront of the growth within Artificial Intelligence in the Medical Diagnostics market, propelled by the rising demand for sophisticated algorithms capable of analyzing intricate medical data with exceptional accuracy and speed. AI-driven software solutions are extensively utilized for image interpretation in radiology, pattern recognition in pathology, and predictive analytics in both oncology and cardiology. These tools improve diagnostic accuracy, minimize human error, and aid in clinical decision-making.

The market is categorized into four segments based on Modality: MRI, CT Scan, X-ray, and Ultrasound. CT Scan is at the lead of market growth, attributed to its extensive use in clinical environments and its compatibility with AI-driven image analysis technologies. AI algorithms improve the interpretation of CT images by identifying anomalies such as tumors, hemorrhages, and fractures with enhanced accuracy and efficiency. The capability of AI to swiftly process large amounts of CT data facilitates early diagnosis and prompt clinical decisions, especially in emergency care, oncology, and neurology. Consequently, the incorporation of AI in CT imaging continues to propel substantial market growth.

The market is divided into five categories based on Application: IVD, Radiology, Cardiology, Neurology, and Obstetrics/GYN. Neurology is leading the way in market growth. It is at the forefront of expansion within the Artificial Intelligence in Medical Diagnostics field, driven by the increasing prevalence of neurological disorders such as Alzheimer's disease, Parkinson's disease, epilepsy, and stroke. AI technologies are being widely employed in neurology to enhance the accuracy of brain imaging analysis, detect subtle anomalies in CT and MRI scans, and support early diagnosis and monitoring of disease progression. The ability of AI to process complex neurological data and assist in decision-making is significantly improving outcomes for both acute and chronic neurological conditions, thereby fueling growth in this specific segment.

The market is segmented into three categories according to End-User: Hospitals, Diagnostic Imaging Centers, Diagnostic Laboratories, and Others. Hospitals dominate the market growth, attributed to their substantial patient volumes, access to cutting-edge diagnostic infrastructure, and early adoption of innovative technologies. Hospitals are progressively incorporating AI-driven tools within imaging departments, pathology laboratories, and clinical decision support systems to enhance diagnostic precision, minimize turnaround times, and improve patient care. The presence of skilled healthcare professionals and multidisciplinary teams further facilitates the effective implementation of AI solutions, positioning hospitals as the primary end users and significant contributors to market growth.

Artificial Intelligence in Medical Diagnostics Market- Geographical Insights

North America leads in market expansion, largely attributed to the rising integration of technology within hospitals and diagnostic facilities. This region benefits from a solid healthcare infrastructure, a significant presence of leading AI and healthcare technology companies, and favorable government initiatives that encourage digital health advancements. As reported by the American Hospital Association, the United States is home to 6,093 hospitals. Europe similarly holds a considerable share of the market, supported by escalating investments in AI research, robust partnerships between academic institutions and industry, and heightened government funding directed towards healthcare digitization.

Artificial Intelligence in Medical Diagnostics Market- Competitive Landscape:

The market for Artificial Intelligence (AI) in Medical Diagnostics is characterized by intense competition and swift evolution, comprising a blend of established healthcare technology firms, AI-focused startups, and major players in diagnostic imaging. Organizations vie for dominance based on the precision of their AI algorithms, the attainment of regulatory approvals, clinical validation, scalability, and the ability to integrate with current healthcare IT systems. Companies are forming partnerships with hospitals, research institutions, and IT companies to expedite product development, clinical validation, and access to the market. Additionally, firms are expanding their reach into the Asia-Pacific and Latin America regions in response to the rising demand for advanced diagnostic technologies and the increasing investments in healthcare.

Recent Developments:

In June 2024, in a revolutionary initiative poised to change diabetes management, technology powerhouse IBM and international healthcare frontrunner Roche have collaborated to leverage the capabilities of artificial intelligence for predicting blood sugar levels. Their recently launched solution, the Accu-Chek SmartGuide Predict app, employs sophisticated AI algorithms to forecast variations in glucose levels, providing users with a vital advantage in controlling their health condition.

In October 2024, GE HealthCare incorporated a third-party artificial intelligence (AI)--enabled application orchestration feature into True PACS and Centricity PACS. In partnership with Blackford, these new AI-enabled solutions assist radiologists in managing their workload, potentially resulting in faster diagnoses and treatments for patients.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL ARTIFICIAL INTELLIGENCE IN MEDICAL DIAGNOSTICS MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

Intel Corporation, Google Inc.
IBM Corporation
Microsoft Corporation
Enlitic Inc.
Siemens Healthcare
Zebra Medical Vision Inc.
Riverain Technologies
Imagen Technologies
GE Healthcare
Digital Diagnostics Inc.
HeartFlow Inc.
Arterys Inc.
International Business Machines Corporation
VUNO Inc.
NovaSignal Corporation
Agfa-Gevaert Group.
Behold.ai
Quibim
RadNet, Inc.
Kheiron Medical Technologies
Others

GLOBAL ARTIFICIAL INTELLIGENCE IN MEDICAL DIAGNOSTICS MARKET, BY PRODUCT TYPE- MARKET ANALYSIS, 2019 - 2032

Software
Hardware
Services

GLOBAL ARTIFICIAL INTELLIGENCE IN MEDICAL DIAGNOSTICS MARKET, BY MODALITY- MARKET ANALYSIS, 2019 - 2032

MRI
CT Scan
X-ray
Ultrasound

GLOBAL ARTIFICIAL INTELLIGENCE IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

IVD
Radiology
Cardiology
Neurology
Obstetrics/GYN

GLOBAL ARTIFICIAL INTELLIGENCE IN MEDICAL DIAGNOSTICS MARKET, BY END-USER- MARKET ANALYSIS, 2019 - 2032

Hospitals
Diagnostics Imaging Centers
Diagnostic Laboratories
Others

GLOBAL ARTIFICIAL INTELLIGENCE IN MEDICAL DIAGNOSTICS MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

North America
U.S.
Canada
Europe
Germany
UK
France
Italy
Spain
The Netherlands
Sweden
Russia
Poland
Rest of Europe
Asia Pacific
China
India
Japan
South Korea
Australia
Indonesia
Thailand
Philippines
Rest of APAC
Latin America
Brazil
Mexico
Argentina
Colombia
Rest of LATAM
The Middle East and Africa
Saudi Arabia
UAE
Israel
Turkey
Algeria
Egypt
Rest of MEA

Product Code: ANV5459

1. Artificial Intelligence in Medical Diagnostics Market Overview

1.1. Study Scope
1.2. Market Estimation Years

2. Executive Summary

2.1. Market Snippet
- 2.1.1. Artificial Intelligence in Medical Diagnostics Market Snippet by Product Type
- 2.1.2. Artificial Intelligence in Medical Diagnostics Market Snippet by Modality
- 2.1.3. Artificial Intelligence in Medical Diagnostics Market Snippet by Application
- 2.1.4. Artificial Intelligence in Medical Diagnostics Market Snippet by End-User
- 2.1.5. Artificial Intelligence in Medical Diagnostics Market Snippet by Country
- 2.1.6. Artificial Intelligence in Medical Diagnostics Market Snippet by Region
2.2. Competitive Insights

3. Artificial Intelligence in Medical Diagnostics Key Market Trends

3.1. Artificial Intelligence in Medical Diagnostics Market Drivers
- 3.1.1. Impact Analysis of Market Drivers
3.2. Artificial Intelligence in Medical Diagnostics Market Restraints
- 3.2.1. Impact Analysis of Market Restraints
3.3. Artificial Intelligence in Medical Diagnostics Market Opportunities
3.4. Artificial Intelligence in Medical Diagnostics Market Future Trends

4. Artificial Intelligence in Medical Diagnostics Industry Study

4.1. PEST Analysis
4.2. Porter's Five Forces Analysis
4.3. Growth Prospect Mapping
4.4. Regulatory Framework Analysis

5. Artificial Intelligence in Medical Diagnostics Market: Impact of Escalating Geopolitical Tensions

5.1. Impact of COVID-19 Pandemic
5.2. Impact of Russia-Ukraine War
5.3. Impact of Middle East Conflicts

6. Artificial Intelligence in Medical Diagnostics Market Landscape

6.1. Artificial Intelligence in Medical Diagnostics Market Share Analysis, 2024
6.2. Breakdown Data, by Key Manufacturer
- 6.2.1. Established Players' Analysis
- 6.2.2. Emerging Players' Analysis

7. Artificial Intelligence in Medical Diagnostics Market - By Product Type

7.1. Overview
- 7.1.1. Segment Share Analysis, By Product Type, 2024 & 2032 (%)
- 7.1.2. Software
- 7.1.3. Hardware
- 7.1.4. Services

8. Artificial Intelligence in Medical Diagnostics Market - By Modality

8.1. Overview
- 8.1.1. Segment Share Analysis, By Modality, 2024 & 2032 (%)
- 8.1.2. MRI
- 8.1.3. CT Scan
- 8.1.4. X-ray
- 8.1.5. Ultrasound

9. Artificial Intelligence in Medical Diagnostics Market - By Application

9.1. Overview
- 9.1.1. Segment Share Analysis, By Application, 2024 & 2032 (%)
- 9.1.2. IVD
- 9.1.3. Radiology
- 9.1.4. Cardiology
- 9.1.5. Neurology
- 9.1.6. Obstetrics/GYN

10. Artificial Intelligence in Medical Diagnostics Market - By End-User

10.1. Overview
- 10.1.1. Segment Share Analysis, By End-User, 2024 & 2032 (%)
- 10.1.2. Hospitals
- 10.1.3. Diagnostics Imaging Centers
- 10.1.4. Diagnostic Laboratories
- 10.1.5. Others

11. Artificial Intelligence in Medical Diagnostics Market- By Geography

11.1. Introduction
- 11.1.1. Segment Share Analysis, By Geography, 2024 & 2032 (%)
11.2. North America
- 11.2.1. Overview
- 11.2.2. Artificial Intelligence in Medical Diagnostics Key Manufacturers in North America
- 11.2.3. North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.2.4. North America Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
- 11.2.5. North America Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
- 11.2.6. North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.2.7. North America Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.2.8. U.S.
  - 11.2.8.1. Overview
  - 11.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.2.8.3. U.S. Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.2.8.4. U.S. Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.2.8.5. U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.2.8.6. U.S. Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.2.9. Canada
  - 11.2.9.1. Overview
  - 11.2.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.2.9.3. Canada Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.2.9.4. Canada Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.2.9.5. Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.2.9.6. Canada Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.3. Europe
- 11.3.1. Overview
- 11.3.2. Artificial Intelligence in Medical Diagnostics Key Manufacturers in Europe
- 11.3.3. Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.3.4. Europe Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
- 11.3.5. Europe Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
- 11.3.6. Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.3.7. Europe Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.3.8. Germany
  - 11.3.8.1. Overview
  - 11.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.8.3. Germany Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.3.8.4. Germany Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.3.8.5. Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.8.6. Germany Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.3.9. UK
  - 11.3.9.1. Overview
  - 11.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.9.3. UK Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.3.9.4. UK Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.3.9.5. UK Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.9.6. UK Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.3.10. France
  - 11.3.10.1. Overview
  - 11.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.10.3. France Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.3.10.4. France Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.3.10.5. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.10.6. France Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.3.11. Italy
  - 11.3.11.1. Overview
  - 11.3.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.11.3. Italy Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.3.11.4. Italy Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.3.11.5. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.11.6. Italy Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.3.12. Spain
  - 11.3.12.1. Overview
  - 11.3.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.12.3. Spain Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.3.12.4. Spain Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.3.12.5. Spain Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.12.6. Spain Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.3.13. The Netherlands
  - 11.3.13.1. Overview
  - 11.3.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.13.3. The Netherlands Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.3.13.4. The Netherlands Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.3.13.5. The Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.13.6. The Netherlands Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.3.14. Sweden
  - 11.3.14.1. Overview
  - 11.3.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.14.3. Sweden Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.3.14.4. Sweden Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.3.14.5. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.14.6. Sweden Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.3.15. Russia
  - 11.3.15.1. Overview
  - 11.3.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.15.3. Russia Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.3.15.4. Russia Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.3.15.5. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.15.6. Russia Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.3.16. Poland
  - 11.3.16.1. Overview
  - 11.3.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.16.3. Poland Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.3.16.4. Poland Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.3.16.5. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.16.6. Poland Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.3.17. Rest of Europe
  - 11.3.17.1. Overview
  - 11.3.17.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.17.3. Rest of the Europe Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.3.17.4. Rest of the Europe Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.3.17.5. Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.17.6. Rest of the Europe Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.4. Asia Pacific (APAC)
- 11.4.1. Overview
- 11.4.2. Artificial Intelligence in Medical Diagnostics Key Manufacturers in Asia Pacific
- 11.4.3. APAC Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.4.4. APAC Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
- 11.4.5. APAC Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
- 11.4.6. APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.4.7. APAC Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.4.8. China
  - 11.4.8.1. Overview
  - 11.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.8.3. China Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.4.8.4. China Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.4.8.5. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.8.6. China Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.4.9. India
  - 11.4.9.1. Overview
  - 11.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.9.3. India Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.4.9.4. India Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.4.9.5. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.9.6. India Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.4.10. Japan
  - 11.4.10.1. Overview
  - 11.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.10.3. Japan Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.4.10.4. Japan Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.4.10.5. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.10.6. Japan Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.4.11. South Korea
  - 11.4.11.1. Overview
  - 11.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.11.3. South Korea Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.4.11.4. South Korea Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.4.11.5. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.11.6. South Korea Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.4.12. Australia
  - 11.4.12.1. Overview
  - 11.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.12.3. Australia Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.4.12.4. Australia Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.4.12.5. Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.12.6. Australia Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.4.13. Indonesia
  - 11.4.13.1. Overview
  - 11.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.13.3. Indonesia Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.4.13.4. Indonesia Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.4.13.5. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.13.6. Indonesia Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.4.14. Thailand
  - 11.4.14.1. Overview
  - 11.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.14.3. Thailand Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.4.14.4. Thailand Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.4.14.5. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.14.6. Thailand Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.4.15. Philippines
  - 11.4.15.1. Overview
  - 11.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.15.3. Philippines Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.4.15.4. Philippines Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.4.15.5. Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.15.6. Philippines Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.4.16. Rest of APAC
  - 11.4.16.1. Overview
  - 11.4.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.16.3. Rest of APAC Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.4.16.4. Rest of APAC Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.4.16.5. Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.16.6. Rest of APAC Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.5. Latin America (LATAM)
- 11.5.1. Overview
- 11.5.2. Artificial Intelligence in Medical Diagnostics Key Manufacturers in Latin America
- 11.5.3. LATAM Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.5.4. LATAM Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
- 11.5.5. LATAM Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
- 11.5.6. LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.5.7. LATAM Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.5.8. Brazil
  - 11.5.8.1. Overview
  - 11.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.8.3. Brazil Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.5.8.4. Brazil Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.5.8.5. Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.8.6. Brazil Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.5.9. Mexico
  - 11.5.9.1. Overview
  - 11.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.9.3. Mexico Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.5.9.4. Mexico Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.5.9.5. Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.9.6. Mexico Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.5.10. Argentina
  - 11.5.10.1. Overview
  - 11.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.10.3. Argentina Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.5.10.4. Argentina Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.5.10.5. Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.10.6. Argentina Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.5.11. Colombia
  - 11.5.11.1. Overview
  - 11.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.11.3. Colombia Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.5.11.4. Colombia Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.5.11.5. Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.11.6. Colombia Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.5.12. Rest of LATAM
  - 11.5.12.1. Overview
  - 11.5.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.12.3. Rest of LATAM Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.5.12.4. Rest of LATAM Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.5.12.5. Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.12.6. Rest of LATAM Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.6. Middle East and Africa (MEA)
- 11.6.1. Overview
- 11.6.2. Artificial Intelligence in Medical Diagnostics Key Manufacturers in Middle East and Africa
- 11.6.3. MEA Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.6.4. MEA Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
- 11.6.5. MEA Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
- 11.6.6. MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.6.7. MEA Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.6.8. Saudi Arabia
  - 11.6.8.1. Overview
  - 11.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.8.3. Saudi Arabia Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.6.8.4. Saudi Arabia Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.6.8.5. Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.8.6. Saudi Arabia Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.6.9. United Arab Emirates
  - 11.6.9.1. Overview
  - 11.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.9.3. United Arab Emirates Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.6.9.4. United Arab Emirates Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.6.9.5. United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.9.6. United Arab Emirates Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.6.10. Israel
  - 11.6.10.1. Overview
  - 11.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.10.3. Israel Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.6.10.4. Israel Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.6.10.5. Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.10.6. Israel Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.6.11. Turkey
  - 11.6.11.1. Overview
  - 11.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.11.3. Turkey Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.6.11.4. Turkey Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.6.11.5. Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.11.6. Turkey Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.6.12. Algeria
  - 11.6.12.1. Overview
  - 11.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.12.3. Algeria Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.6.12.4. Algeria Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.6.12.5. Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.12.6. Algeria Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.6.13. Egypt
  - 11.6.13.1. Overview
  - 11.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.13.3. Egypt Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.6.13.4. Egypt Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.6.13.5. Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.13.6. Egypt Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
- 11.6.14. Rest of MEA
  - 11.6.14.1. Overview
  - 11.6.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.14.3. Rest of MEA Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
  - 11.6.14.4. Rest of MEA Market Size and Forecast, By Modality, 2019 - 2032 (US$ Million)
  - 11.6.14.5. Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.14.6. Rest of MEA Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)

12. Key Vendor Analysis- Artificial Intelligence in Medical Diagnostics Industry

12.1. Competitive Dashboard
- 12.1.1. Competitive Benchmarking
- 12.1.2. Competitive Positioning
12.2. Company Profiles
- 12.2.1. Intel Corporation, Google Inc.
- 12.2.2. IBM Corporation
- 12.2.3. Microsoft Corporation
- 12.2.4. Enlitic Inc.
- 12.2.5. Siemens Healthcare
- 12.2.6. Zebra Medical Vision Inc.
- 12.2.7. Riverain Technologies
- 12.2.8. Imagen Technologies
- 12.2.9. GE Healthcare
- 12.2.10. Digital Diagnostics Inc.
- 12.2.11. HeartFlow Inc.
- 12.2.12. Arterys Inc.
- 12.2.13. International Business Machines Corporation
- 12.2.14. VUNO Inc.
- 12.2.15. NovaSignal Corporation
- 12.2.16. Agfa-Gevaert Group.
- 12.2.17. Behold.ai
- 12.2.18. Quibim
- 12.2.19. RadNet, Inc.
- 12.2.20. Kheiron Medical Technologies
- 12.2.21. Others

13. 360 Degree AnalystView

14. Appendix

14.1. Research Methodology
14.2. References
14.3. Abbreviations
14.4. Disclaimer
14.5. Contact Us