Table Of Contents
1. Introduction
1.1 Market Definition & Scope
1.2 Research Assumptions & Abbreviations
1.3 Research Methodology
2. Executive Summary
2.1 Market Snapshot
2.2 Market Absolute $ Opportunity Assessment & Y-o-Y Analysis, 2021–2032
2.3 Market Size & Forecast, By Segmentation, 2021–2032
2.3.1 Market Size By Component
2.3.2 Market Size By Application
2.3.3 Market Size By Technology
2.3.3 Market Size By End Use
2.4 Market Share & BPS Analysis By Region, 2024
2.5 Industry Growth Scenarios – Conservative, Likely & Optimistic
2.6 Industry CxO’s Perspective
3. Market Overview
3.1 Market Dynamics
3.1.1 Drivers
3.1.2 Restraints
3.1.3 Opportunities
3.1.4 Key Market Trends
3.2 Industry PESTLE Analysis
3.3 Key Industry Forces (Porter’s) Impacting Market Growth
3.4 Industry Supply Chain Analysis
3.4.1 Raw Material Suppliers
3.4.2 Manufacturers
3.4.3 Distributors/Suppliers
3.4.4 Customers/End-Users
3.5 Industry Life Cycle Assessment
3.6 Parent Market Overview
3.7 Market Risk Assessment
4. Statistical Insights & Trends Reporting
4. Statistical Insights and Trends Reporting
4.1 Adoption Rate of Computational Pathology Tools (2020–2024)
4.1.1 Global and regional adoption rates
4.1.2 Comparison by healthcare setting (Hospitals, Labs, Pharma, Academia)
4.1.3 Key adoption drivers and barriers
4.2 AI Algorithm Deployment in Pathology Labs (2024)
4.2.1 Number of institutions using AI-based pathology tools
4.2.2 Deployment by technology type (Machine Learning, NLP, Computer Vision)
4.2.3 Clinical diagnostics vs. research applications
4.3 Integration of Computational Pathology in Drug Development Pipelines (2024)
4.3.1 Use cases in biomarker discovery and stratified trials
4.3.2 Pharma and biotech collaborations with AI vendors
4.3.3 Impact on precision medicine and translational research
4.4 Workflow Efficiency Improvements via Computational Pathology (2024)
4.4.1 Reductions in diagnostic turnaround time
4.4.2 Operational cost savings and productivity gains
4.4.3 Quantified benefits from AI-assisted workflows
5. Computational Pathology Market Segmental Analysis & Forecast, By Component, 2021 – 2032,
5.1 Introduction
5.2 Software
5.2.1 Key Trends
5.2.2 Market Size & Forecast, 2021 – 2032
5.3 Services
5.3.1 Key Trends
5.3.2 Market Size & Forecast, 2021 – 2032
6. Computational Pathology Market Segmental Analysis & Forecast, By Application, 2021 – 2032,
6.1 Introduction
6.2 Disease Diagnosis
6.2.1 Key Trends
6.2.2 Market Size & Forecast, 2021 – 2032
6.3 Drug Discovery & Development
6.3.1 Key Trends
6.3.2 Market Size & Forecast, 2021 – 2032
6.4 Academic Research
6.4.1 Key Trends
6.4.2 Market Size & Forecast, 2021 – 2032
7. Computational Pathology Market Segmental Analysis & Forecast, By Technology, 2021 – 2032,
7.1 Introduction
7.2 Machine Learning (ML)
7.2.1 Key Trends
7.2.2 Market Size & Forecast, 2021 – 2032
7.2.3 Deep Learning
7.2.3.1 Key Trends
7.2.3.2 Market Size & Forecast, 2021 – 2032
7.3 Natural Language Processing (NLP) Models
7.3.1 Key Trends
7.3.2 Market Size & Forecast, 2021 – 2032
7.4 Computer Vision
7.4.1 Key Trends
7.4.2 Market Size & Forecast, 2021 – 2032
8. Computational Pathology Market Segmental Analysis & Forecast, By End Use, 2021 – 2032
8.1 Introduction
8.2 Hospitals and Diagnostic Labs
8.2.1 Key Trends
8.2.2 Market Size & Forecast, 2021 – 2032
8.3 Biotechnology and Pharmaceutical Companies
8.3.1 Key Trends
8.3.2 Market Size & Forecast, 2021 – 2032
8.4 Academic and Research Institutes
8.4.1 Key Trends
8.4.2 Market Size & Forecast, 2021 – 2032
9. Computational Pathology Market Segmental Analysis & Forecast By Region, 2021 – 2025,
9.1 Introduction
9.2 North America
9.2.1 Key Trends
9.2.2 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.2.3 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.2.4 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.2.5 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.2.6 Computational Pathology Market Size & Forecast, By Country, 2021 – 2032
9.2.6.1 USA
9.2.6.1.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.2.6.1.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.2.6.1.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.2.6.1.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.2.6.2 Canada
9.2.6.2.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.2.6.2.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.2.6.2.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.2.6.2.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.3 Europe
9.3.1 Key Trends
9.3.2 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.3.3 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.3.4 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.3.5 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.3.6 Computational Pathology Market Size & Forecast, By Country, 2021 – 2032
9.3.6.1 Germany
9.3.6.1.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.3.6.1.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.3.6.1.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.3.6.1.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.3.6.2 UK
9.3.6.2.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.3.6.2.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.3.6.2.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.3.6.2.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.3.6.3 France
9.3.6.3.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.3.6.3.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.3.6.3.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.3.6.3.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.3.6.4 Italy
9.3.6.4.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.3.6.4.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.3.6.4.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.3.6.4.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.3.6.5 Spain
9.3.6.5.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.3.6.5.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.3.6.5.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.3.6.5.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.3.6.6 Russia
9.3.6.6.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.3.6.6.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.3.6.6.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.3.6.6.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.3.6.7 Poland
9.3.6.7.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.3.6.7.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.3.6.7.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.3.6.7.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.3.6.8 Rest of Europe
9.3.6.8.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.3.6.8.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.3.6.8.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.3.6.8.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.4 Asia-Pacific
9.4.1 Key Trends
9.4.2 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.4.3 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.4.4 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.4.5 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.4.6 Computational Pathology Market Size & Forecast, By Country, 2021 – 2032
9.4.6.1 China
9.4.6.1.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.4.6.1.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.4.6.1.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.4.6.1.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.4.6.2 India
9.4.6.2.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.4.6.2.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.4.6.2.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.4.6.2.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.4.6.3 Japan
9.4.6.3.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.4.6.3.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.4.6.3.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.4.6.3.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.4.6.4 South Korea
9.4.6.4.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.4.6.4.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.4.6.4.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.4.6.4.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.4.6.5 Australia
9.4.6.5.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.4.6.5.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.4.6.5.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.4.6.5.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.4.6.6 ASEAN Countries
9.4.6.6.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.4.6.6.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.4.6.6.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.4.6.6.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.4.6.7 Rest of Asia-Pacific
9.4.6.7.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.4.6.7.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.4.6.7.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.4.6.7.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.5 Latin America
9.5.1 Key Trends
9.5.2 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.5.3 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.5.4 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.5.5 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.5.6 Computational Pathology Market Size & Forecast, By Country, 2021 – 2032
9.5.6.1 Brazil
9.5.6.1.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.5.6.1.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.5.6.1.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.5.6.1.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.5.6.2 Argentina
9.5.6.2.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.5.6.2.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.5.6.2.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.5.6.2.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.5.6.3 Mexico
9.5.6.3.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.5.6.3.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.5.6.3.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.5.6.3.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.5.6.4 Colombia
9.5.6.4.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.5.6.4.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.5.6.4.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.5.6.4.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.5.6.5 Rest of Latin America
9.5.6.5.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.5.6.5.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.5.6.5.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.5.6.5.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.6 Middle East & Africa
9.6.1 Key Trends
9.6.2 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.6.3 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.6.4 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.6.5 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.6.6 Computational Pathology Market Size & Forecast, By Country, 2021 – 2032
9.6.6.1 UAE
9.6.6.1.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.6.6.1.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.6.6.1.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.6.6.1.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.6.6.2 Saudi Arabia
9.6.6.2.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.6.6.2.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.6.6.2.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.6.6.2.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.6.6.3 Qatar
9.6.6.3.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.6.6.3.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.6.6.3.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.6.6.3.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.6.6.4 Egypt
9.6.6.4.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.6.6.4.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.6.6.4.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.6.6.4.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.6.6.5 South Africa
9.6.6.5.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.6.6.5.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.6.6.5.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.6.6.5.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
9.6.6.6 Rest of Middle East & Africa
9.6.6.6.1 Computational Pathology Market Size & Forecast, By Component, 2021 – 2032
9.6.6.6.2 Computational Pathology Market Size & Forecast, By Application, 2021 – 2032
9.6.6.6.3 Computational Pathology Market Size & Forecast, By Technology, 2021 – 2032
9.6.6.6.4 Computational Pathology Market Size & Forecast, By End Use, 2021 – 2032
10. Competitive Landscape
10.1 Key Players' Positioning
10.2 Competitive Developments
10.2.1 Key Strategies Adopted (%), By Key Players, 2024
10.2.2 Year-Wise Strategies & Development, 2021 – 2025
10.2.3 Number Of Strategies Adopted By Key Players, 2024
10.3 Market Share Analysis, 2024
10.4 Product/Service & Application Benchmarking
10.4.1 Product/Service Specifications & Features By Key Players
10.4.2 Product/Service Heatmap By Key Players
10.4.3 Application Heatmap By Key Players
10.5 Industry Start-Up & Innovation Landscape
10.6 Key Company Profiles
10.6 Key Company Profiles
10.6.1 Koninklijke Philips N.V.
10.6.1.1 Company Overview & Snapshot
10.6.1.2 Product/Service Portfolio
10.6.1.3 Key Company Financials
10.6.1.4 SWOT Analysis
10.6.2 F. Hoffmann‑La Roche Ltd.
10.6.2.1 Company Overview & Snapshot
10.6.2.2 Product/Service Portfolio
10.6.2.3 Key Company Financials
10.6.2.4 SWOT Analysis
10.6.3 PathAI, Inc.
10.6.3.1 Company Overview & Snapshot
10.6.3.2 Product/Service Portfolio
10.6.3.3 Key Company Financials
10.6.3.4 SWOT Analysis
10.6.4 Hamamatsu Photonics K.K.
10.6.4.1 Company Overview & Snapshot
10.6.4.2 Product/Service Portfolio
10.6.4.3 Key Company Financials
10.6.4.4 SWOT Analysis
10.6.5 Olympus Corporation
10.6.5.1 Company Overview & Snapshot
10.6.5.2 Product/Service Portfolio
10.6.5.3 Key Company Financials
10.6.5.4 SWOT Analysis
10.6.6 Visiopharm A/S
10.6.6.1 Company Overview & Snapshot
10.6.6.2 Product/Service Portfolio
10.6.6.3 Key Company Financials
10.6.6.4 SWOT Analysis
10.6.7 Mikroscan Technologies, Inc.
10.6.7.1 Company Overview & Snapshot
10.6.7.2 Product/Service Portfolio
10.6.7.3 Key Company Financials
10.6.7.4 SWOT Analysis
10.6.8 MindPeak GmbH
10.6.8.1 Company Overview & Snapshot
10.6.8.2 Product/Service Portfolio
10.6.8.3 Key Company Financials
10.6.8.4 SWOT Analysis
10.6.9 Indica Labs, LLC
10.6.9.1 Company Overview & Snapshot
10.6.9.2 Product/Service Portfolio
10.6.9.3 Key Company Financials
10.6.9.4 SWOT Analysis
10.6.10 Nucleai, Inc.
10.6.10.1 Company Overview & Snapshot
10.6.10.2 Product/Service Portfolio
10.6.10.3 Key Company Financials
10.6.10.4 SWOT Analysis
10.6.11 Proscia Inc.
10.6.11.1 Company Overview & Snapshot
10.6.11.2 Product/Service Portfolio
10.6.11.3 Key Company Financials
10.6.11.4 SWOT Analysis
10.6.12 Ibex Medical Analytics Ltd.
10.6.12.1 Company Overview & Snapshot
10.6.12.2 Product/Service Portfolio
10.6.12.3 Key Company Financials
10.6.12.4 SWOT Analysis
10.6.13 3DHISTECH Ltd.
10.6.13.1 Company Overview & Snapshot
10.6.13.2 Product/Service Portfolio
10.6.13.3 Key Company Financials
10.6.13.4 SWOT Analysis
10.6.14 Leica Biosystems
10.6.14.1 Company Overview & Snapshot
10.6.14.2 Product/Service Portfolio
10.6.14.3 Key Company Financials
10.6.14.4 SWOT Analysis
10.6.15 Apollo Enterprise Imaging Corp.
10.6.15.1 Company Overview & Snapshot
10.6.15.2 Product/Service Portfolio
10.6.15.3 Key Company Financials
10.6.15.4 SWOT Analysis
10.6.16 Applied Spectral Imaging (ASI)
10.6.16.1 Company Overview & Snapshot
10.6.16.2 Product/Service Portfolio
10.6.16.3 Key Company Financials
10.6.16.4 SWOT Analysis
10.6.17 Quibim
10.6.17.1 Company Overview & Snapshot
10.6.17.2 Product/Service Portfolio
10.6.17.3 Key Company Financials
10.6.17.4 SWOT Analysis
10.6.18 Owkin
10.6.18.1 Company Overview & Snapshot
10.6.18.2 Product/Service Portfolio
10.6.18.3 Key Company Financials
10.6.18.4 SWOT Analysis
10.6.19 Genedata
10.6.19.1 Company Overview & Snapshot
10.6.19.2 Product/Service Portfolio
10.6.19.3 Key Company Financials
10.6.19.4 SWOT Analysis
10.6.20 Aiforia Technologies
10.6.20.1 Company Overview & Snapshot
10.6.20.2 Product/Service Portfolio
10.6.20.3 Key Company Financials
10.6.20.4 SWOT Analysis
11. Analyst Recommendations
11.1 SNS Insider Opportunity Map
11.2 Industry Low-Hanging Fruit Assessment
11.3 Market Entry & Growth Strategy
11.4 Analyst Viewpoint & Suggestions On Market Growth
12. Assumptions
13. Disclaimer
14. Appendix
14.1 List Of Tables
14.2 List Of Figures
