AI in Pathology Market Size, Share, Growth & Industry Analysis, By Neural Network (Convolutional Neural Networks, Generative Adversarial Networks, Recurrent Neural Networks, Others), By Application (Disease Diagnosis and Prognosis, Drug Discovery, Clinical Workflow), By End User and Regional Analysis, 2024-2031

TABLE OF CONTENT

1 INTRODUCTION OF THE GLOBAL AI in PATHOLOGY MARKET 
1.1 Market Definition
1.2 Market Segmentation
1.3 Research Timelines
1.4 Limitations
1.5 Assumptions

2 EXECUTIVE SUMMARY

3 RESEARCH METHODOLOGY
3.1 Data Collection
3.1.1 Secondary Sources
3.1.2 Primary Sources
3.1.3 Research Flow
3.2 Subject Matter Expert Advice
3.3 Quality Check
3.4 Final Review
3.5 Bottom-up Approach
3.6 Top-down Approach

4 GLOBAL AI in PATHOLOGY MARKET OUTLOOK
4.1 Market Evolution
4.2 Overview
4.3 Market Dynamics
4.3.1 Drivers
4.3.2 Restraints
4.3.3 Opportunities
4.3.4 Challenges
4.4 Pricing Analysis
4.5 Porter’s Five Forces Analysis
4.6 Value Chain Analysis
4.7 Macroeconomic Analysis

5 IMPACT OF REGULATORY FRAMEWORKS
6 GLOBAL AI in PATHOLOGY MARKET, BY NEURAL NETWORK
6.1 Overview
6.2 Convolutional Neural Networks (CNNs)
6.3 Generative Adversarial Networks (GANs)
6.4 Recurrent Neural Networks (RNNs)
6.5 Others

7 GLOBAL AI in PATHOLOGY MARKET, BY APPLICATION
7.1 Overview
7.2 Disease Diagnosis and Prognosis
7.3 Drug Discovery
7.4 Clinical Workflow
7.5 Training and Education

8 GLOBAL AI in PATHOLOGY MARKET, BY END USER
8.1 Overview
8.2 Hospitals and Reference
8.3 Pharmaceutical and Biotechnology Companies
8.4 Academic and Research Institutes

9 GLOBAL AI in PATHOLOGY MARKET, BY GEOGRAPHY
9.1 Overview

10 NORTH AMERICA 
10.1 U.S.
10.2 Canada
10.3 Mexico

11 EUROPE 
11.1 France
11.2 UK
11.3 Spain
11.4 Germany
11.5 Italy
11.6 Russia
11.7 Rest of Europe

12 ASIA PACIFIC 
12.1 China
12.2 Japan
12.3 India
12.4 Australia
12.5 ASEAN
12.6 South Korea
12.7 Rest of Asia Pacific

13 MIDDLE EAST & AFRICA 
13.1 Turkey
13.2 UAE
13.3 Saudi Arabia
13.4 South Africa
13.5 Rest of Middle East & Africa

14 SOUTH AMERICA 
14.1 Brazil
14.2 Argentina
14.3 Rest of South America

15 GLOBAL AI in PATHOLOGY MARKET COMPETITIVE LANDSCAPE
15.1 Overview
15.2 Key Developments
15.3 Key Strategic Developments
15.4 Company Market Ranking
15.5 Regional Footprint
15.6 Industry Footprint

16 COMPANY PROFILES
16.1 Mindpeak GmbH
16.2 Owkin Inc.
16.3 Aidoc
16.4 Deciphex
16.5 Veracyte, Inc.
16.6 Aignostics GmbH
16.7 Paige AI, Inc.
16.8 Ibex Medical Analytics Ltd.
16.9 Visiopharm A/S
16.10 Indica Labs, LLC.
16.11 Aiforia
16.12 Proscia Inc.
16.13 PathAI
16.14 Deep Bio Inc.
16.15 HistoIndex Pte. Ltd.

LIST OF TABLES

TABLE 1 Global AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 2 Global AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 3 Global AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 4 Global AI in Pathology Market Revenue, By Geography, 2021 – 2031 (USD Million)
TABLE 5 North America AI in Pathology Market Revenue, By Country, 2021 – 2031 (USD Million)
TABLE 6 North America AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 7 North America AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 8 North America AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 9 U.S. AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 10 U.S. AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 11 U.S. AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 12 Canada AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 13 Canada AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 14 Canada AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 15 Mexico AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 16 Mexico AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 17 Mexico AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 18 Europe AI in Pathology Market Revenue, By Country, 2021 – 2031 (USD Million)
TABLE 19 Europe AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 20 Europe AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 21 Europe AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 22 Germany AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 23 Germany AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 24 Germany AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 25 France AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 26 France AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 27 France AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 28 UK AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 29 UK AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 30 UK AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 31 Spain AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 32 Spain AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 33 Spain AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 34 Italy AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 35 Italy AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 36 Italy AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 37 Russia AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 38 Russia AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 39 Russia AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 40 Rest of Europe AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 41 Rest of Europe AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 42 Rest of Europe AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 43 Asia Pacific AI in Pathology Market Revenue, By Country, 2021 – 2031 (USD Million)
TABLE 44 Asia Pacific AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 45 Asia Pacific AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 46 Asia Pacific AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 47 China AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 48 China AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 49 China AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 50 Japan AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 51 Japan AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 52 Japan AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 53 India AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 54 India AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 55 India AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 56 Australia AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 57 Australia AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 58 Australia AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 59 ASEAN AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 60 ASEAN AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 61 ASEAN AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 62 South Korea AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 63 South Korea AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 64 South Korea AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 65 Rest of Asia Pacific AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 66 Rest of Asia Pacific AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 67 Rest of Asia Pacific AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 68 Middle East & Africa AI in Pathology Market Revenue, By Country, 2021 – 2031 (USD Million)
TABLE 69 Middle East & Africa AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 70 Middle East & Africa AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 71 Middle East & Africa AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 72 Turkey AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 73 Turkey AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 74 Turkey AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 75 UAE AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 76 UAE AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 77 UAE AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 78 Saudi Arabia AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 79 Saudi Arabia AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 80 Saudi Arabia AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 81 South Africa AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 82 South Africa AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 83 South Africa AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 84 Rest of Middle East & Africa AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 85 Rest of Middle East & Africa AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 86 Rest of Middle East & Africa AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 87 South America AI in Pathology Market Revenue, By Country, 2021 – 2031 (USD Million)
TABLE 88 South America AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 89 South America AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 90 South America AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 91 Brazil AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 92 Brazil AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 93 Brazil AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 94 Argentina AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 95 Argentina AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 96 Argentina AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 97 Rest of South America AI in Pathology Market Revenue, By Neural Network, 2021 – 2031 (USD Million)
TABLE 98 Rest of South America AI in Pathology Market Revenue, By Application, 2021 – 2031 (USD Million)
TABLE 99 Rest of South America AI in Pathology Market Revenue, By End User, 2021 – 2031 (USD Million)
TABLE 100 Company Market Ranking
TABLE 101 Regional Footprint
TABLE 102 Product Benchmarking
TABLE 103 Recent Developments
TABLE 104 Winning Imperatives
 
LIST OF FIGURES

FIG. 1 Market Segmentation
FIG. 2 Research Timeline
FIG. 3 Global AI in Pathology Market 2021-2031 (USD Million)
FIG. 4 Global AI in Pathology Market Geographical Analysis (CAGR %)
FIG. 5 Global AI in Pathology Absolute Market Opportunity (USD Million)
FIG. 6 Global AI in Pathology Market Attractiveness (USD Million)
FIG. 7 Global AI in Pathology Market, By Neural Network, 2021-2031 (USD Million)
FIG. 8 Global AI in Pathology Market, By Application, 2021-2031 (USD Million)
FIG. 9 Global AI in Pathology Market, By End User, 2021-2031 (USD Million)
FIG. 10 Research Methodology
FIG. 11 Research Process
FIG. 12 Bottom-up Approach
FIG. 13 Top-bottom Approach
FIG. 14 MARKET DYNAMICS OVERVIEW
FIG. 15 Porter's Five Forces Analysis
FIG. 16 VALUE CHAIN ANALYSIS
FIG. 17 Macroeconomic Analysis
FIG. 18 Global AI in Pathology Market Revenue Share, By Neural Network, 2021 and 2031 (%)
FIG. 19 Global AI in Pathology Market Revenue Share, By Application, 2021 and 2031 (%)
FIG. 20 Global AI in Pathology Market Revenue Share, By End User, 2021 and 2031 (%)
FIG. 21 Global AI in Pathology Market Revenue Share, By Geographic Regions, 2021 and 2031 (%)
FIG. 22 Market Size and Projections, 2021 - 2031 (USD Million)
FIG. 23 North America AI in Pathology Market Overview Share, By Countries, 2021 – 2031 (%)
FIG. 24 Market Size and Projections, 2021 - 2031 (USD Million)
FIG. 25 Europe AI in Pathology Market Overview Share, By Countries, 2021 – 2031 (%)
FIG. 26 Market Size and Projections, 2021 - 2031 (USD Million)
FIG. 27 Asia Pacific AI in Pathology Market Overview Share, By Countries, 2021 – 2031 (%)
FIG. 28 Market Size and Projections, 2021 - 2031 (USD Million)
FIG. 29 Middle East & Africa AI in Pathology Market Overview Share, By Countries, 2021 – 2031 (%)
FIG. 30 Market Size and Projections, 2021 - 2031 (USD Million)
FIG. 31 South America AI in Pathology Market Overview Share, By Countries, 2021 – 2031 (%)
FIG. 32 Key Strategic Development
FIG. 33 Key Facts
FIG. 34 Financial Overview
FIG. 35 SWOT Analysis