AI-based Digital Pathology Market, By Neural Network, By Component, By Application, By End Use, By Country, and By Region - Global Industry Analysis, Market Size, Market Share & Forecast from 2025-2032

Description

REPORT HIGHLIGHT

AI-based Digital Pathology Market size was valued at US$ 85.6 Million in 2024, expanding at a CAGR of 15.80% from 2025 to 2032.

AI-based digital pathology is a cutting-edge method of using digital technologies and artificial intelligence to diagnose and analyze illnesses. In order to identify patterns, anomalies, and particular disease signs, pathology slides are digitized into high-resolution images and subsequently sent to AI algorithms for analysis. By automating repetitive procedures, increasing diagnostic precision, and spotting minute details that would be overlooked during manual inspection, these AI systems might help pathologists. The AI-based digital pathology market is growing as a result of the growing emphasis on hospital cost control and efficiency enhancement, the rising need for technologically sophisticated solutions, and the rising number of incorrect diagnoses. Additionally, it is anticipated that government-funded research initiatives that support the creation of cutting-edge digital tools for pathology would support the AI-based digital pathology market growth.

AI-based Digital Pathology Market- Market Dynamics

Growing demand for personalized medication

The market for AI-based digital pathology is anticipated to increase in the future due to the growing demand for personalized medication. Customizing medical care and treatment to each patient's unique needs, preferences, and traits is known as personalized medicine. Personalized medicine is becoming more and more necessary in order to improve efficacy and decrease side effects by customizing therapies to each patient's unique genetic profile, lifestyle choices, and illness features. By making it possible to analyze genetic data and medical images more accurately and efficiently, AI-based digital pathology supports personalized medicine by facilitating more precise diagnosis, improved identification of disease subtypes, and customized treatment regimens that fit each patient's particular biological profile. For instance, a report released in February 2023 by the US-based professional membership organization Personalized Medicine Coalition stated that the approval of 12 new personalized medications in 2022-roughly 34% of all new therapies-represented a notable increase over prior years. Thus, the market for AI-based digital pathology is expanding due to the growing demand for tailored therapy.

AI-based Digital Pathology 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 15.80% over the forecast period (2025-2032)

Based on neural network segmentation, the convolutional neural networks (CNNs) were predicted to show maximum market share in the year 2024

Based on application segmentation, drug discovery was the leading segment in 2024

Based on end use segmentation, hospitals & reference laboratories were the leading segment in 2024

On the basis of region, Asia-Pacific was the leading revenue generator in 2024

AI-based Digital Pathology Market- Segmentation Analysis:

The Global AI-based Digital Pathology Market is segmented on the basis of Neural Network, Component, Application, End Use, and Region.

On the basis of component, the market is segregated into Scanners and Software. In 2024, the market was dominated by the software category due to the increasing use of artificial intelligence software in digital pathology, which has been fueled by a decrease in pathologists' time, accuracy, and speed of results, enabling physicians to assess a patient's health and schedule recovery medication rapidly. Additionally, AI may be used effectively to store patient health data and retrieve results, which will increase the demand for AI-based digital pathology software during the study period.

Based on end use, the market is divided into Hospitals & Reference Laboratories, Pharmaceutical & Biotechnology Companies, and Academic & Research Institutes. In 2024, the hospitals & reference laboratories category held a dominant market share. Hospitals and reference labs will probably deal with an increasing number of pathology-related cases every day. The increasing burden for pathology jobs will need the use of AI due to its ability to produce reliable results and its time-saving capabilities. Additionally, hospitals can reduce the number of pathologists they require to manage more cases thanks to AI. This will further open up new avenues for the global AI-based digital pathology market to grow in the years to come.

AI-based Digital Pathology Market- Geographical Insights

In 2024, Asia-Pacific held a dominant position in the global market for AI-based Digital Pathology. The market for AI-based digital pathology is expanding due to the expanding application of AI in healthcare sectors in developing nations like China and India. By 2025, the healthcare AI market in India is anticipated to expand at a 40% CAGR, according to NASSCOM. This illustrates the growing usage of AI in the medical field, which could encourage its application in pathology due to its speedy completion of repetitive tasks and capacity to save pathologists time. Because artificial intelligence can do some pathologist-related duties, the presence of lower-level pathologists in the area is pushing healthcare practitioners to use it, increasing demand for it during the research period.

However, throughout the projected period, the North America region is anticipated to see the fastest CAGR because of the growing use of telemedicine. Due to strict lockdown requirements, COVID-19 encouraged the use of telemedicine instead of in-person sessions. Medicare beneficiaries in the US have been using telemedicine more frequently since the epidemic, according to the US Department of Health and Human Services. In the United States, there were 989 million in-person medical visits in 2020, up from 1.1 billion in 2019. By 2020, there were almost 52.7 million telemedicine appointments, up from 8,40,000 in 2019. AI-based technologies that assist physicians in treating patients remotely will be required as this trend, which is anticipated to increase due to decreased transaction costs, develops.

AI-based Digital Pathology Market- Competitive Landscape:

Leading players in the AI-based digital pathology market, such as DoMore Diagnostics AS, Aiforia Technologies, Aiosyn, Deep Bio, F. Hoffmann-La Roche, and others, are concentrating on creating cutting-edge products, such as sophisticated cancer detection instruments to boost patient outcomes, expedite processes, and increase diagnostic precision. AI-powered advanced cancer detection tools use deep learning models and machine learning algorithms to evaluate pathology slides and medical images, improving the precision of tumour identification and classification. For instance, in February 2022, Crosscope Inc. and MindPeak GmbH partnered to include MindPeak's image analysis tools into Crosscope's Digital Pathology platform. Crosscope's AI capabilities are improved by this collaboration, allowing them to offer complete digital pathology solutions. Through the smooth integration of cutting-edge AI tools, the collaboration seeks to streamline Histopathology workflows, assisting pathologists in enhancing lab productivity and providing prompt and significant diagnoses for ER, PR, and Ki-67 IHC analysis. Treatment outcomes for patients are expected to improve as a result of the integration.

Recent Development

January 2024: Roche declared that it had finalized a merger deal to buy Berkeley, California-based Carmot Therapeutics, Inc. ("Carmot"), a privately held US business. Carmot's research and development portfolio includes a range of preclinical studies and clinically staged oral and subcutaneous incretins with best-in-class potential to treat obesity in individuals with and without diabetes.

October 2023: With the help of cloud service provider Amazon Web Services, Inc., F. Hoffmann-La Roche Ltd. and Ibex Medical Analytics Ltd. have partnered to offer AI-powered cancer detection solutions. Through the Navify Digital Pathology software platform, this partnership seeks to provide pathology labs with access to Ibex's AI-driven decision support capabilities. Clinicians can get help diagnosing prostate and breast cancer through this integration.

September 2023: In the European, Canadian, and Asia Pacific markets, Hologic, Inc. and Bayer AG have teamed together to offer contrast-enhanced mammography (CEM) solutions for better breast cancer detection. By combining Bayer and Hologic's technology, the alliance hopes to make it easier to apply contrast media during mammography exams. The collaboration is centred on offering radiologists complete product bundles, practical instruction, and smooth CEM workflow integration.

June 2023: Proscia Inc., a U.S.-based supplier of digital and computational pathology solutions, has partnered with MindPeak GmbH. Through closely coordinated AI-powered workflows, this collaboration seeks to assist pathologists in reaching more effective, knowledgeable, and repeatable clinical conclusions. The objective is to increase cancer patients' access to better diagnostics.

SCOPE OF THE REPORT

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

GLOBAL AI-BASED DIGITAL PATHOLOGY MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

DoMore Diagnostics AS
Aiforia Technologies
Aiosyn
Deep Bio
F. Hoffmann-La Roche
Akoya Biosciences
deepPath
Hologic
Konfoong Biotech International
Koninklijke Philips N.V.
4D Path
Lumea
Ibex Medical Analytics
Indica Labs
Mindpeak
Others

GLOBAL AI-BASED DIGITAL PATHOLOGY MARKET, BY NEURAL NETWORK- MARKET ANALYSIS, 2019 - 2032

Generative adversarial networks (GANS)
Recurrent neural networks (RNNs)
Convolutional neural networks (CNNs)
Others

GLOBAL AI-BASED DIGITAL PATHOLOGY MARKET, BY COMPONENT- MARKET ANALYSIS, 2019 - 2032

Scanners
Software

GLOBAL AI-BASED DIGITAL PATHOLOGY MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

Drug Discovery
Clinical Workflow
Training & Education
Disease Diagnosis & Prognosis

GLOBAL AI-BASED DIGITAL PATHOLOGY MARKET, BY END USE- MARKET ANALYSIS, 2019 - 2032

Hospitals & Reference Laboratories
Pharmaceutical & Biotechnology Companies
Academic & Research Institutes

GLOBAL AI-BASED DIGITAL PATHOLOGY 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: ANV4620

1. AI-based Digital Pathology Market Overview

1.1. Study Scope
1.2. Market Estimation Years

2. Executive Summary

2.1. Market Snippet
- 2.1.1. AI-based Digital Pathology Market Snippet by Neural Network
- 2.1.2. AI-based Digital Pathology Market Snippet by Component
- 2.1.3. AI-based Digital Pathology Market Snippet by Application
- 2.1.4. AI-based Digital Pathology Market Snippet by End Use
- 2.1.5. AI-based Digital Pathology Market Snippet by Country
- 2.1.6. AI-based Digital Pathology Market Snippet by Region
2.2. Competitive Insights

3. AI-based Digital Pathology Key Market Trends

3.1. AI-based Digital Pathology Market Drivers
- 3.1.1. Impact Analysis of Market Drivers
3.2. AI-based Digital Pathology Market Restraints
- 3.2.1. Impact Analysis of Market Restraints
3.3. AI-based Digital Pathology Market Opportunities
3.4. AI-based Digital Pathology Market Future Trends

4. AI-based Digital Pathology Industry Study

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

5. AI-based Digital Pathology Market: COVID-19 Impact Analysis

5.1. Pre-COVID-19 Impact Analysis
5.2. Post-COVID-19 Impact Analysis
- 5.2.1. Top Performing Segments
- 5.2.2. Marginal Growth Segments
- 5.2.3. Top Looser Segments
- 5.2.4. Marginal Loss Segments

6. AI-based Digital Pathology Market Landscape

6.1. AI-based Digital Pathology Market Share Analysis, 2024
6.2. Breakdown Data, by Key Manufacturer
- 6.2.1. Established Players' Analysis
- 6.2.2. Emerging Players' Analysis

7. AI-based Digital Pathology Market - By Neural Network

7.1. Overview
- 7.1.1. Segment Share Analysis, By Neural Network, 2024 & 2032 (%)
- 7.1.2. Generative adversarial networks (GANS)
- 7.1.3. Recurrent neural networks (RNNs)
- 7.1.4. Convolutional neural networks (CNNs)
- 7.1.5. Others

8. AI-based Digital Pathology Market - By Component

8.1. Overview
- 8.1.1. Segment Share Analysis, By Component, 2024 & 2032 (%)
- 8.1.2. Scanners
- 8.1.3. Software

9. AI-based Digital Pathology Market - By Application

9.1. Overview
- 9.1.1. Segment Share Analysis, By Application, 2024 & 2032 (%)
- 9.1.2. Drug Discovery
- 9.1.3. Clinical Workflow
- 9.1.4. Training & Education
- 9.1.5. Disease Diagnosis & Prognosis

10. AI-based Digital Pathology Market - By End Use

10.1. Overview
- 10.1.1. Segment Share Analysis, By End Use, 2024 & 2032 (%)
- 10.1.2. Hospitals & Reference Laboratories
- 10.1.3. Pharmaceutical & Biotechnology Companies
- 10.1.4. Academic & Research Institutes

11. AI-based Digital Pathology 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. AI-based Digital Pathology 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 Neural Network, 2019 - 2032 (US$ Million)
- 11.2.5. North America Market Size and Forecast, By Component, 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 Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.2.8.4. U.S. Market Size and Forecast, By Component, 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 Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.2.9.4. Canada Market Size and Forecast, By Component, 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 Use, 2019 - 2032 (US$ Million)
11.3. Europe
- 11.3.1. Overview
- 11.3.2. AI-based Digital Pathology 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 Neural Network, 2019 - 2032 (US$ Million)
- 11.3.5. Europe Market Size and Forecast, By Component, 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 Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.3.8.4. Germany Market Size and Forecast, By Component, 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 Use, 2019 - 2032 (US$ Million)
- 11.3.9. France
  - 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. France Market Size and Forecast, By Neural Network, 2019 - 2032 (US$ Million)
  - 11.3.9.4. France Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.3.9.5. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.9.6. France Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
- 11.3.10. Italy
  - 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. Italy Market Size and Forecast, By Neural Network, 2019 - 2032 (US$ Million)
  - 11.3.10.4. Italy Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.3.10.5. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.10.6. Italy Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
- 11.3.11. Spain
  - 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. France Market Size and Forecast, By Neural Network, 2019 - 2032 (US$ Million)
  - 11.3.11.4. France Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.3.11.5. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.11.6. France Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
- 11.3.12. United Kingdom
  - 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. United Kingdom Market Size and Forecast, By Neural Network, 2019 - 2032 (US$ Million)
  - 11.3.12.4. United Kingdom Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.3.12.5. United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.12.6. United Kingdom Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
- 11.3.13. Russia
  - 11.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.13.2. Russia Market Size and Forecast, By Neural Network, 2019 - 2032 (US$ Million)
  - 11.3.13.3. Russia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.3.13.4. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.13.5. Russia Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
- 11.3.14. Netherlands
  - 11.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.14.2. Netherlands Market Size and Forecast, By Neural Network, 2019 - 2032 (US$ Million)
  - 11.3.14.3. Netherlands Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.3.14.4. Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.14.5. Netherlands Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
- 11.3.15. Sweden
  - 11.3.15.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.15.2. Sweden Market Size and Forecast, By Neural Network, 2019 - 2032 (US$ Million)
  - 11.3.15.3. Sweden Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.3.15.4. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.15.5. Sweden Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
- 11.3.16. Poland
  - 11.3.16.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.16.2. Poland Market Size and Forecast, By Neural Network, 2019 - 2032 (US$ Million)
  - 11.3.16.3. Poland Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.3.16.4. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.16.5. Poland Market Size and Forecast, By End Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.3.17.4. Rest of the Europe Market Size and Forecast, By Component, 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 Use, 2019 - 2032 (US$ Million)
11.4. Asia Pacific (APAC)
- 11.4.1. Overview
- 11.4.2. AI-based Digital Pathology Key Manufacturers in Asia Pacific
- 11.4.3. Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.4.4. Asia Pacific Market Size and Forecast, By Neural Network, 2019 - 2032 (US$ Million)
- 11.4.5. Asia Pacific Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
- 11.4.6. Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.4.7. Asia Pacific Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
- 11.4.8. India
  - 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. India Market Size and Forecast, By Neural Network, 2019 - 2032 (US$ Million)
  - 11.4.8.4. India Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.4.8.5. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.8.6. India Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
- 11.4.9. China
  - 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. China Market Size and Forecast, By Neural Network, 2019 - 2032 (US$ Million)
  - 11.4.9.4. China Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.4.9.5. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.9.6. China Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
- 11.4.10. South Korea
  - 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. South Korea Market Size and Forecast, By Neural Network, 2019 - 2032 (US$ Million)
  - 11.4.10.4. South Korea Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.4.10.5. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.10.6. South Korea Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
- 11.4.11. Japan
  - 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. Japan Market Size and Forecast, By Neural Network, 2019 - 2032 (US$ Million)
  - 11.4.11.4. Japan Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.4.11.5. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.11.6. Japan Market Size and Forecast, By End Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.4.12.4. Australia Market Size and Forecast, By Component, 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 Use, 2019 - 2032 (US$ Million)
- 11.4.13. Thailand
  - 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. Thailand Market Size and Forecast, By Neural Network, 2019 - 2032 (US$ Million)
  - 11.4.13.4. Thailand Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.4.13.5. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.13.6. Thailand Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
- 11.4.14. Indonesia
  - 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. Indonesia Market Size and Forecast, By Neural Network, 2019 - 2032 (US$ Million)
  - 11.4.14.4. Indonesia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.4.14.5. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.14.6. Indonesia Market Size and Forecast, By End Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.4.15.4. Philippines Market Size and Forecast, By Component, 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 Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.4.16.4. Rest of APAC Market Size and Forecast, By Component, 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 Use, 2019 - 2032 (US$ Million)
11.5. Latin America
- 11.5.1. Overview
- 11.5.2. AI-based Digital Pathology Key Manufacturers in Latin America
- 11.5.3. Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.5.4. Latin America Market Size and Forecast, By Neural Network, 2019 - 2032 (US$ Million)
- 11.5.5. Latin America Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
- 11.5.6. Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.5.7. Latin America Market Size and Forecast, By End Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.5.8.4. Brazil Market Size and Forecast, By Component, 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 Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.5.9.4. Mexico Market Size and Forecast, By Component, 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 Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.5.10.4. Argentina Market Size and Forecast, By Component, 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 Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.5.11.4. Colombia Market Size and Forecast, By Component, 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 Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.5.12.4. Rest of LATAM Market Size and Forecast, By Component, 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 Use, 2019 - 2032 (US$ Million)
11.6. Middle East and Africa
- 11.6.1. Overview
- 11.6.2. AI-based Digital Pathology Key Manufacturers in Middle East and Africa
- 11.6.3. Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.6.4. Middle East and Africa Market Size and Forecast, By Neural Network, 2019 - 2032 (US$ Million)
- 11.6.5. Middle East and Africa Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
- 11.6.6. Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.6.7. Middle East and Africa Market Size and Forecast, By End Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.6.8.4. Saudi Arabia Market Size and Forecast, By Component, 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 Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.6.9.4. United Arab Emirates Market Size and Forecast, By Component, 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 Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.6.10.4. Israel Market Size and Forecast, By Component, 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 Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.6.11.4. Turkey Market Size and Forecast, By Component, 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 Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.6.12.4. Algeria Market Size and Forecast, By Component, 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 Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.6.13.4. Egypt Market Size and Forecast, By Component, 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 Use, 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 Neural Network, 2019 - 2032 (US$ Million)
  - 11.6.14.4. Rest of MEA Market Size and Forecast, By Component, 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 Use, 2019 - 2032 (US$ Million)

12. Key Vendor Analysis- AI-based Digital Pathology Industry

12.1. Competitive Dashboard
12.2. Company Profiles
- 12.2.1. DoMore Diagnostics AS
- 12.2.2. Aiforia Technologies
- 12.2.3. Aiosyn
- 12.2.4. Deep Bio
- 12.2.5. F. Hoffmann-La Roche
- 12.2.6. Akoya Biosciences
- 12.2.7. deepPath
- 12.2.8. Hologic
- 12.2.9. Konfoong Biotech International
- 12.2.10. Koninklijke Philips N.V.
- 12.2.11. 4D Path
- 12.2.12. Lumea
- 12.2.13. Ibex Medical Analytics
- 12.2.14. Indica Labs
- 12.2.15. Mindpeak
- 12.2.16. Others

13. 360 Degree Analyst View

14. Appendix

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