Artificial Intelligence in Cancer Diagnostics Market Share, Size, Trends, Industry Analysis Report, By Application (Screening & Diagnosis, Tumor Identification, Surveillance, Treatment); By Cancer Type; By End-Use; By Region; Segment Forecast, 2023 - 2032

Artificial Intelligence in Cancer Diagnostics Market Share, Size, Trends, Industry Analysis Report, By Application (Screening & Diagnosis, Tumor Identification, Surveillance, Treatment); By Cancer Type; By End-Use; By Region; Segment Forecast, 2023 - 2032



The global artificial intelligence in cancer diagnostics market size is expected to reach USD 8,390.1 million by 2032, according to a new study by Polaris Market Research. The report Artificial Intelligence in Cancer Diagnostics Market Share, Size, Trends, Industry Analysis Report, By Application (Screening & Diagnosis, Tumor Identification, Surveillance, Treatment); By Cancer Type; By End-Use; By Region; Segment Forecast, 2023 - 2032” gives a detailed insight into current market dynamics and provides analysis on future market growth.

AI has become a powerful tool for detecting abnormal cell growth and improving early-stage cancer diagnosis. With machine learning, AI algorithms can effectively identify the presence of cancer cells and predict their development. The demand for early and accurate cancer detection has propelled the introduction of AI technologies in cancer diagnostics, contributing to the industry's growth.

Globally, cancer remains a major cause of mortality, claiming approximately 10 million lives in 2020 alone, as reported by the World Health Organization (WHO). By enabling early detection, AI can potentially prevent many of these deaths, emphasizing its importance in the fight against cancer.

The utilization of AI in cancer screening and diagnosis holds immense potential for early detection, driving the market's growth. AI and machine learning models can analyze pathology and radiology images, providing precise cancer diagnoses compared to observations based solely on doctors' experience. A notable example is the development of an AI algorithm in 2019 by researchers from the National Institutes of Health and Global Good.

This algorithm accurately analyzes digital images of women's cervix, identifying potentially cancerous precancerous changes. This breakthrough highlights the transformative impact of AI in enhancing cancer diagnostics and is expected to fuel market growth in the future.

AI offers a powerful solution for detecting abnormal cell growth in the body, particularly in the early stages of cancer. Through machine learning techniques, AI and ML can effectively identify and monitor the growth of cancer cells. It is crucial to a growing demand for early and accurate cancer detection. The introduction of AI technologies in cancer diagnostics is expected to impact the industry's growth positively.

However, it is important to note that the COVID-19 pandemic harmed the demand for AI in cancer diagnosis. The focus of the healthcare sector shifted towards managing the increasing number of COVID-19 cases, due to a temporary slowdown in the implementation of AI technologies in cancer diagnostics.

Artificial Intelligence in Cancer Diagnostics Market Report Highlights

In 2022 the screening and diagnosis segment accounted for the highest revenue share. By enhancing the accuracy and efficiency of cancer detection, AI in screening and diagnosis improves patient outcomes. The significant revenue share highlights the growing importance of AI in this crucial aspect of cancer diagnostics.

In 2022, the breast cancer segment held the largest share of Artificial Intelligence in the Cancer Diagnostics Market. It is one of the most common types of cancer globally, and early detection is crucial for effective treatment and improved patient outcomes. The utilization of AI in breast cancer diagnostics has gained significant attention due to its dominant market share within the broader field of AI in cancer diagnostics.

In 2022 North America dominated the global Artificial Intelligence in Cancer Diagnostics Market. It has a high prevalence of cancer and a strong emphasis on early detection and effective treatment. It creates a significant demand for advanced diagnostic solutions, such as AI-powered tools, to improve accuracy and efficiency in cancer detection and diagnosis.

The global key market players include Some of the major players operating in the global market include IBM, Sophia GeneticsTempus, Janssen Pharmaceutica, Microsoft, Cerner Corporation, RaySearch Laboratories, Google Deep Mind, Flatiron, Oncora Medical, Whiterabbit.ai, Ibex Medical Analytics, Oncology Analytics, Inc, 4baseCare, Path AI, Oracle, Therapixel, OncoHealth, Pfizer, and Others.

Polaris Market Research has segmented the artificial intelligence in cancer diagnostics market report based on application, cancer type, end-use, and region:

Artificial Intelligence in Cancer Diagnostics, Application Outlook (Revenue - USD Million, 2019 - 2032)

Screening & Diagnosis

Tumor Identification

Surveillance

Treatment

Artificial Intelligence in Cancer Diagnostics, Cancer Type Outlook (Revenue - USD Million, 2019 - 2032)

Breast Cancer

Prostate Cancer

Lung Cancer

Colorectal Cancer

Cervical Cancer

Others

Artificial Intelligence in Cancer Diagnostics, End-Use Outlook (Revenue - USD Million, 2019 - 2032)

Hospitals

Diagnostic centers

Medical Research Institute

Contract Research Organization

Other

Artificial Intelligence in Cancer Diagnostics, Regional Outlook (Revenue - USD Million, 2019 - 2032)

North America

U.S.

Canada

Europe

Germany

UK

France

Italy

Spain

Russia

Netherlands

Asia Pacific

China

India

Japan

South Korea

Indonesia

Malaysia

Latin America

Argentina

Brazil

Mexico

Middle East & Africa

UAE

Saudi Arabia

Israel

South Africa


1. Introduction
1.1. Report Description
1.1.1. Objectives of the Study
1.1.2. Market Scope
1.1.3. Assumptions
1.2. Stakeholders
2. Executive Summary
2.1. Market Highlights
3. Research Methodology
3.1. Overview
3.1.1. Data Mining
3.2. Data Sources
3.2.1. Primary Sources
3.2.2. Secondary Sources
4. Global Artificial Intelligence in Cancer Diagnostics Market Insights
4.1. Artificial Intelligence in Cancer Diagnostics Market – End-Use Snapshot
4.2. Artificial Intelligence in Cancer Diagnostics Market Dynamics
4.2.1. Drivers and Opportunities
4.2.1.1. Increasing prevalence of cancer
4.2.1.2. Improved accuracy and efficiency
4.2.2. Restraints and Challenges
4.2.2.1. Regulatory challenges
4.3. Porter’s Five Forces Analysis
4.3.1. Bargaining Power of Suppliers (Moderate)
4.3.2. Threats of New Entrants: (Low)
4.3.3. Bargaining Power of Buyers (Moderate)
4.3.4. Threat of Substitute (Moderate)
4.3.5. Rivalry among existing firms (High)
4.4. PESTEL Analysis
4.5. Artificial Intelligence in Cancer Diagnostics Market End-Use Trends
4.6. Value Chain Analysis
4.7. COVID-19 Impact Analysis
5. Global Artificial Intelligence in Cancer Diagnostics Market, by Application
5.1. Key Findings
5.2. Introduction
5.2.1. Global Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
5.3. Screening & Diagnosis
5.3.1. Global Artificial Intelligence in Cancer Diagnostics Market, by Screening & Diagnosis, by Region, 2019-2032 (USD Million)
5.4. Tumor Identification
5.4.1. Global Artificial Intelligence in Cancer Diagnostics Market, by Tumor Identification, by Region, 2019-2032 (USD Million)
5.5. Surveillance
5.5.1. Global Artificial Intelligence in Cancer Diagnostics Market, by Surveillance, by Region, 2019-2032 (USD Million)
5.6. Treatment
5.6.1. Global Artificial Intelligence in Cancer Diagnostics Market, by Treatment, by Region, 2019-2032 (USD Million)
6. Global Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type
6.1. Key Findings
6.2. Introduction
6.2.1. Global Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
6.3. Breast Cancer
6.3.1. Global Artificial Intelligence in Cancer Diagnostics Market, by Breast Cancer, by Region, 2019-2032 (USD Million)
6.4. Prostate Cancer
6.4.1. Global Artificial Intelligence in Cancer Diagnostics Market, by Prostate Cancer, by Region, 2019-2032 (USD Million)
6.5. Lung Cancer
6.5.1. Global Artificial Intelligence in Cancer Diagnostics Market, by Lung Cancer, by Region, 2019-2032 (USD Million)
6.6. Colorectal Cancer
6.6.1. Global Artificial Intelligence in Cancer Diagnostics Market, by Colorectal Cancer, by Region, 2019-2032 (USD Million)
6.7. Cervical Cancer
6.7.1. Global Artificial Intelligence in Cancer Diagnostics Market, by Cervical Cancer, by Region, 2019-2032 (USD Million)
6.8. Others
6.8.1. Global Artificial Intelligence in Cancer Diagnostics Market, by Others, by Region, 2019-2032 (USD Million)
7. Global Artificial Intelligence in Cancer Diagnostics Market, by End-Use
7.1. Key Findings
7.2. Introduction
7.2.1. Global Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
7.3. Hospitals
7.3.1. Global Artificial Intelligence in Cancer Diagnostics Market, by Hospitals, By Region, 2019-2032 (USD Million)
7.4. Diagnostic centers
7.4.1. Global Artificial Intelligence in Cancer Diagnostics Market, by Diagnostic centers, By Region, 2019-2032 (USD Million)
7.5. Medical Research Institute
7.5.1. Global Artificial Intelligence in Cancer Diagnostics Market, by Medical Research Institute, By Region, 2019-2032 (USD Million)
7.6. Contract Research Organization
7.6.1. Global Artificial Intelligence in Cancer Diagnostics Market, by Contract Research Organization, By Region, 2019-2032 (USD Million)
7.7. Other
7.7.1. Global Artificial Intelligence in Cancer Diagnostics Market, by Other, By Region, 2019-2032 (USD Million)
8. Global Artificial Intelligence in Cancer Diagnostics Market, by Geography
8.1. Key findings
8.2. Introduction
8.2.1. Artificial Intelligence in Cancer Diagnostics Market Assessment, By Geography, 2019-2032 (USD Million)
8.3. Artificial Intelligence in Cancer Diagnostics Market – North America
8.3.1. North America: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.3.2. North America: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.3.3. North America: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.3.4. Artificial Intelligence in Cancer Diagnostics Market – U.S.
8.3.4.1. U.S.: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.3.4.2. U.S.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.3.4.3. U.S.: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.3.5. Artificial Intelligence in Cancer Diagnostics Market – Canada
8.3.5.1. Canada: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.3.5.2. Canada.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.3.5.3. Canada: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.4. Artificial Intelligence in Cancer Diagnostics Market – Europe
8.4.1. Europe: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.4.2. Europe.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.4.3. Europe: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.4.4. Artificial Intelligence in Cancer Diagnostics Market – UK
8.4.4.1. UK: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.4.4.2. UK.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.4.4.3. UK: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.4.5. Artificial Intelligence in Cancer Diagnostics Market – France
8.4.5.1. France: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.4.5.2. France.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.4.5.3. France: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.4.6. Artificial Intelligence in Cancer Diagnostics Market – Germany
8.4.6.1. Germany: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.4.6.2. Germany.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.4.6.3. Germany: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.4.7. Artificial Intelligence in Cancer Diagnostics Market – Italy
8.4.7.1. Italy: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.4.7.2. Italy.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.4.7.3. Italy: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.4.8. Artificial Intelligence in Cancer Diagnostics Market – Spain
8.4.8.1. Spain: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.4.8.2. Spain.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.4.8.3. Spain: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.4.9. Artificial Intelligence in Cancer Diagnostics Market – Netherlands
8.4.9.1. Netherlands: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.4.9.2. Netherlands.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.4.9.3. Netherlands: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.4.10. Artificial Intelligence in Cancer Diagnostics Market – Russia
8.4.10.1. Russia: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.4.10.2. Russia.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.4.10.3. Russia: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.5. Artificial Intelligence in Cancer Diagnostics Market – Asia Pacific
8.5.1. Asia Pacific: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.5.2. Asia Pacific.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.5.3. Asia Pacific: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.5.4. Artificial Intelligence in Cancer Diagnostics Market – China
8.5.4.1. China: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.5.4.2. China.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.5.4.3. China: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.5.5. Artificial Intelligence in Cancer Diagnostics Market – India
8.5.5.1. India: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.5.5.2. India.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.5.5.3. India: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.5.6. Artificial Intelligence in Cancer Diagnostics Market – Malaysia
8.5.6.1. Malaysia: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.5.6.2. Malaysia.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.5.6.3. Malaysia: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.5.7. Artificial Intelligence in Cancer Diagnostics Market – Japan
8.5.7.1. Japan: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.5.7.2. Japan.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.5.7.3. Japan: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.5.8. Artificial Intelligence in Cancer Diagnostics Market – Indonesia
8.5.8.1. Indonesia: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.5.8.2. Indonesia.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.5.8.3. Indonesia: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.5.9. Artificial Intelligence in Cancer Diagnostics Market – South Korea
8.5.9.1. South Korea: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.5.9.2. South Korea.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.5.9.3. South Korea: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.6. Artificial Intelligence in Cancer Diagnostics Market – Middle East & Africa
8.6.1. Middle East & Africa: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.6.2. Middle East & Africa.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.6.3. Middle East & Africa: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.6.4. Artificial Intelligence in Cancer Diagnostics Market – Saudi Arabia
8.6.4.1. Saudi Arabia: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.6.4.2. Saudi Arabia.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.6.4.3. Saudi Arabia: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.6.5. Artificial Intelligence in Cancer Diagnostics Market – UAE
8.6.5.1. UAE: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.6.5.2. UAE.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.6.5.3. UAE: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.6.6. Artificial Intelligence in Cancer Diagnostics Market – Israel
8.6.6.1. Israel: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.6.6.2. Israel.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.6.6.3. Israel: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.6.7. Artificial Intelligence in Cancer Diagnostics Market – South Africa
8.6.7.1. South Africa: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.6.7.2. South Africa.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.6.7.3. South Africa: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.7. Artificial Intelligence in Cancer Diagnostics Market – Latin America
8.7.1. Latin America: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.7.2. Latin America.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.7.3. Latin America: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.7.4. Artificial Intelligence in Cancer Diagnostics Market – Mexico
8.7.4.1. Mexico: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.7.4.2. Mexico.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.7.4.3. Mexico: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.7.5. Artificial Intelligence in Cancer Diagnostics Market – Brazil
8.7.5.1. Brazil: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.7.5.2. Brazil.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.7.5.3. Brazil: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
8.7.6. Artificial Intelligence in Cancer Diagnostics Market – Argentina
8.7.6.1. Argentina: Artificial Intelligence in Cancer Diagnostics Market, by Application, 2019-2032 (USD Million)
8.7.6.2. Argentina.: Artificial Intelligence in Cancer Diagnostics Market, by End-Use, 2019-2032 (USD Million)
8.7.6.3. Argentina: Artificial Intelligence in Cancer Diagnostics Market, by Cancer Type, 2019-2032 (USD Million)
9. Competitive Landscape
9.1. Expansion and Acquisition Analysis
9.1.1. Expansion
9.1.2. Acquisitions
9.2. Partnerships/Collaborations/Agreements/Exhibitions
10. Company Profiles
10.1. IBM
10.1.1. Company Overview
10.1.2. Financial Performance
10.1.3. Product Benchmarking
10.1.4. Recent Development
10.2. Sophia GeneticsTempus
10.2.1. Company Overview
10.2.2. Financial Performance
10.2.3. Product Benchmarking
10.2.4. Recent Development
10.3. Janssen Pharmaceutica
10.3.1. Company Overview
10.3.2. Financial Performance
10.3.3. Product Benchmarking
10.3.4. Recent Development
10.4. Microsoft
10.4.1. Company Overview
10.4.2. Financial Performance
10.4.3. Product Benchmarking
10.4.4. Recent Development
10.5. Cerner Corporation
10.5.1. Company Overview
10.5.2. Financial Performance
10.5.3. Product Benchmarking
10.5.4. Recent Development
10.6. RaySearch Laboratories
10.6.1. Company Overview
10.6.2. Financial Performance
10.6.3. Product Benchmarking
10.6.4. Recent Development
10.7. Google Deep Mind
10.7.1. Company Overview
10.7.2. Financial Performance
10.7.3. Product Benchmarking
10.7.4. Recent Development
10.8. Flatiron
10.8.1. Company Overview
10.8.2. Financial Performance
10.8.3. Product Benchmarking
10.8.4. Recent Development
10.9. Oncora Medical
10.9.1. Company Overview
10.9.2. Financial Performance
10.9.3. Product Benchmarking
10.9.4. Recent Development
10.10. Whiterabbit.ai
10.10.1. Company Overview
10.10.2. Financial Performance
10.10.3. Product Benchmarking
10.10.4. Recent Development
10.11. Ibex Medical Analytics
10.11.1. Company Overview
10.11.2. Financial Performance
10.11.3. Product Benchmarking
10.11.4. Recent Development
10.12. Oncology Analytics, Inc
10.12.1. Company Overview
10.12.2. Financial Performance
10.12.3. Product Benchmarking
10.12.4. Recent Development
10.13. 4baseCare
10.13.1. Company Overview
10.13.2. Financial Performance
10.13.3. Product Benchmarking
10.13.4. Recent Development
10.14. Path AI
10.14.1. Company Overview
10.14.2. Financial Performance
10.14.3. Product Benchmarking
10.14.4. Recent Development
10.15. Oracle
10.15.1. Company Overview
10.15.2. Financial Performance
10.15.3. Product Benchmarking
10.15.4. Recent Development
10.16. Therapixel
10.16.1. Company Overview
10.16.2. Financial Performance
10.16.3. Product Benchmarking
10.16.4. Recent Development
10.17. OncoHealth
10.17.1. Company Overview
10.17.2. Financial Performance
10.17.3. Product Benchmarking
10.17.4. Recent Development
10.18. Pfizer
10.18.1. Company Overview
10.18.2. Financial Performance
10.18.3. Product Benchmarking
10.18.4. Recent Development

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