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Global AI in Pathology Market by Component (Hardware, Software), Neural Network (Convolutional neural networks (CNNs), Generative adversarial networks (GANs), Recurrent neural networks (RNNs)), Application, End-User - Forecast 2024-2030

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  • 190 Pages
  • May 2024
  • Region: Global
  • 360iResearch™
  • ID: 5893794
UP TO OFF until Dec 31st 2024
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The AI in Pathology Market size was estimated at USD 29.01 million in 2023, USD 33.36 million in 2024, and is expected to grow at a CAGR of 15.33% to reach USD 78.75 million by 2030.

Artificial intelligence (AI) in pathology integrates advanced computational techniques, machine learning algorithms, and image analysis tools to improve pathological diagnoses' speed, accuracy, and efficiency by automating various aspects of the diagnostic process. Increasing demand for accurate and quick diagnostics, the rising chronic diseases prevalence such as cancer that require timely diagnosis, and continuous developments in digital pathology infrastructure strongly contribute to the growth of the market. In addition, ongoing investments in research and development activities and supportive government initiatives aimed at promoting healthcare digitization.

Furthermore, the development and integration of AI-based solutions in pathology can be an expensive affair for many healthcare organizations. Also, the usage of cloud-based solutions for sharing patient data raises concerns about data breaches and unauthorized access to sensitive information. Apart from this, rapid advancements in machine learning techniques & artificial intelligence capabilities create a potential opportunity for market growth. Additionally, emerging technologies such as blockchain can be leveraged to ensure secure storage and transfer of patient data.

Regional Insights

In the Americas, significant investments have been made in AI-driven pathology solutions to advance digital diagnostics. The Food and Drug Administration has also started approving AI-based medical devices, demonstrating an increasing acceptance of such technologies. The European Commission's program has provided significant funding for projects focusing on digital transformation in health and care. Improved healthcare infrastructure in the EU region presents a unique opportunity for AI-based pathology solutions.

In the APAC region, major players have made significant investments in digital diagnostics. Government initiatives have also supported R&D in this sector, leading to numerous patents and research publications. Also, the development of healthcare infrastructure in the developing economies of the APAC region endorses the adoption of digital healthcare solutions.

Market Trends by Segment

  • Component: Extensive software applications in pathology for seamless workflows and efficient data management
  • Neural Network: Increasing generative adversarial networks adoption due to diagnostic accuracy and efficiency
  • Application: Wide utilization of AI in pathology for disease diagnosis to facilitate early detection of diseases
  • End-User: Expansion of pathology AI in pharmaceuticals & biotechnology companies for discovering potential therapeutics

Industry Insights

  • Market Dynamics
  • Market Disruption Analysis
  • Porter’s Five Forces Analysis
  • Value Chain & Critical Path Analysis
  • Pricing Analysis
  • Technology Analysis
  • Patent Analysis
  • Trade Analysis
  • Regulatory Framework Analysis
  • FPNV Positioning Matrix
  • Market Share Analysis
  • Strategy Analysis and Recommendations

Recent Developments

Microsoft Collab to Build World’s Largest Pathology, Oncology Imaging AI

Microsoft and healthcare technology company Paige have partnered to create image-based AI models for digital pathology and oncology, with the goal of revolutionizing cancer diagnosis and patient care. Paige has developed an AI model that has been trained on over 1 billion images from half a million pathology slides across various cancer types. This collaboration aims to expand the model to an even larger scale by incorporating up to 4 million digitized microscopy slides.

PathAI Announces PathExplore, an AI-powered Pathology Panel to Unlock Untapped Insights from the Tumor Microenvironment

PathExplore, powered by artificial intelligence, is a groundbreaking technology that provides single-cell resolution of the tumor microenvironment from H&E whole-slide images. This innovative technology aims to unlock valuable insights into disease states, potentially leading to improved patient outcomes and more targeted oncology therapies. Unlike current technologies, PathExplore offers a unique combination of deep resolution and scalability, making it suitable for analyzing massive numbers of patient samples.

Paige and Leica Biosystems Announce Expanded Partnership to Enhance Use of Image Management and Artificial Intelligence Technology in Global Digital Pathology Workflows

Paige and Leica Biosystems have announced an expanded partnership to enhance the utilization of digital pathology workflows. As part of this collaboration, a co-branded version of Paige's Platform was introduced, serving as the central interface connecting pathologists with Leica Biosystems hardware. This partnership provides users of Aperio GT 450 scanners with comprehensive access to Paige's suite of digital pathology software, encompassing the FullFocus viewer, the AI-powered worklist FullFolio, and a range of other AI software solutions.

Key Company Profiles

The report delves into recent significant developments in the AI in Pathology Market, highlighting leading vendors and their innovative profiles. These include aetherAI, Aiforia Technologies Oyj, Akoya Biosciences, Inc., Deep Bio, Inc., Evident Corporation, F. Hoffmann-La Roche Ltd., Ibex Medical Analytics Ltd., Indica Labs, Inc., Inspirata, Inc., LUMEA, Inc., MindPeak GmbH, Nucleai Inc., OptraSCAN Inc., Paige.AI, Inc., PathAI, Inc., Proscia Inc., Techcyte, Inc., Tempus Labs, Inc., Tribun Health, Visikol, Inc. by CELLINK, and Visiopharm A/S.

This research report offers invaluable insights into various crucial aspects of the AI in Pathology Market:

  1. Market Penetration: This section thoroughly overviews the current market landscape, incorporating detailed data from key industry players.
  2. Market Development: The report examines potential growth prospects in emerging markets and assesses expansion opportunities in mature segments.
  3. Market Diversification: This includes detailed information on recent product launches, untapped geographic regions, recent industry developments, and strategic investments.
  4. Competitive Assessment & Intelligence: An in-depth analysis of the competitive landscape is conducted, covering market share, strategic approaches, product range, certifications, regulatory approvals, patent analysis, technology developments, and advancements in the manufacturing capabilities of leading market players.
  5. Product Development & Innovation: This section offers insights into upcoming technologies, research and development efforts, and notable advancements in product innovation.

Additionally, the report addresses key questions to assist stakeholders in making informed decisions:

  1. What is the current market size and projected growth?
  2. Which products, segments, applications, and regions offer promising investment opportunities?
  3. What are the prevailing technology trends and regulatory frameworks?
  4. What is the market share and positioning of the leading vendors?
  5. What revenue sources and strategic opportunities do vendors in the market consider when deciding to enter or exit?

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Table of Contents

1. Preface
1.1. Objectives of the Study
1.2. Market Segmentation & Coverage
1.3. Years Considered for the Study
1.4. Currency & Pricing
1.5. Language
1.6. Stakeholders
2. Research Methodology
2.1. Define: Research Objective
2.2. Determine: Research Design
2.3. Prepare: Research Instrument
2.4. Collect: Data Source
2.5. Analyze: Data Interpretation
2.6. Formulate: Data Verification
2.7. Publish: Research Report
2.8. Repeat: Report Update
3. Executive Summary4. Market Overview
5. Market Insights
5.1. Market Dynamics
5.1.1. Drivers
5.1.1.1. Increasing digitalization of pathology worldwide
5.1.1.2. Growing need for telepathology with the prevalence of chronic disease
5.1.2. Restraints
5.1.2.1. High cost associated with AI in pathology
5.1.3. Opportunities
5.1.3.1. Technological advancements in AI in pathology
5.1.3.2. Rising demand for personalized and customized medicine
5.1.4. Challenges
5.1.4.1. Concerns associated with data privacy
5.2. Market Segmentation Analysis
5.2.1. Component: Extensive software applications in pathology for seamless workflows and efficient data management
5.2.2. Neural Network: Increasing generative adversarial networks adoption due to diagnostic accuracy and efficiency
5.2.3. Application: Wide utilization of AI in pathology for disease diagnosis to facilitate early detection of diseases
5.2.4. End-User: Expansion of pathology AI in pharmaceuticals & biotechnology companies for discovering potential therapeutics
5.3. Market Disruption Analysis
5.4. Porter’s Five Forces Analysis
5.4.1. Threat of New Entrants
5.4.2. Threat of Substitutes
5.4.3. Bargaining Power of Customers
5.4.4. Bargaining Power of Suppliers
5.4.5. Industry Rivalry
5.5. Value Chain & Critical Path Analysis
5.6. Pricing Analysis
5.7. Technology Analysis
5.8. Patent Analysis
5.9. Trade Analysis
5.10. Regulatory Framework Analysis
6. AI in Pathology Market, by Component
6.1. Introduction
6.2. Hardware
6.3. Software
7. AI in Pathology Market, by Neural Network
7.1. Introduction
7.2. Convolutional neural networks (CNNs)
7.3. Generative adversarial networks (GANs)
7.4. Recurrent neural networks (RNNs)
8. AI in Pathology Market, by Application
8.1. Introduction
8.2. Clinical Workflow
8.3. Disease Diagnosis & Prognosis
8.4. Drug Discovery
8.5. Training & Education
9. AI in Pathology Market, by End-User
9.1. Introduction
9.2. Academic & Research Institutes
9.3. Hospitals
9.4. Pharmaceuticals & Biotechnology Companies
10. Americas AI in Pathology Market
10.1. Introduction
10.2. Argentina
10.3. Brazil
10.4. Canada
10.5. Mexico
10.6. United States
11. Asia-Pacific AI in Pathology Market
11.1. Introduction
11.2. Australia
11.3. China
11.4. India
11.5. Indonesia
11.6. Japan
11.7. Malaysia
11.8. Philippines
11.9. Singapore
11.10. South Korea
11.11. Taiwan
11.12. Thailand
11.13. Vietnam
12. Europe, Middle East & Africa AI in Pathology Market
12.1. Introduction
12.2. Denmark
12.3. Egypt
12.4. Finland
12.5. France
12.6. Germany
12.7. Israel
12.8. Italy
12.9. Netherlands
12.10. Nigeria
12.11. Norway
12.12. Poland
12.13. Qatar
12.14. Russia
12.15. Saudi Arabia
12.16. South Africa
12.17. Spain
12.18. Sweden
12.19. Switzerland
12.20. Turkey
12.21. United Arab Emirates
12.22. United Kingdom
13. Competitive Landscape
13.1. Market Share Analysis, 2023
13.2. FPNV Positioning Matrix, 2023
13.3. Competitive Scenario Analysis
13.3.1. Microsoft Collab to Build World’s Largest Pathology, Oncology Imaging AI
13.3.2. PathAI Announces PathExplore, an AI-powered Pathology Panel to Unlock Untapped Insights from the Tumor Microenvironment
13.3.3. Paige and Leica Biosystems Announce Expanded Partnership to Enhance Use of Image Management and Artificial Intelligence Technology in Global Digital Pathology Workflows
13.4. Strategy Analysis & Recommendation
14. Competitive Portfolio
14.1. Key Company Profiles
14.2. Key Product Portfolio
List of Figures
FIGURE 1. AI IN PATHOLOGY MARKET RESEARCH PROCESS
FIGURE 2. AI IN PATHOLOGY MARKET SIZE, 2023 VS 2030
FIGURE 3. GLOBAL AI IN PATHOLOGY MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 4. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY REGION, 2023 VS 2030 (%)
FIGURE 5. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 6. AI IN PATHOLOGY MARKET DYNAMICS
FIGURE 7. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
FIGURE 8. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 9. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2023 VS 2030 (%)
FIGURE 10. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 11. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
FIGURE 12. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 13. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2023 VS 2030 (%)
FIGURE 14. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 15. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 16. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 17. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY STATE, 2023 VS 2030 (%)
FIGURE 18. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 19. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 20. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 21. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 22. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 23. AI IN PATHOLOGY MARKET SHARE, BY KEY PLAYER, 2023
FIGURE 24. AI IN PATHOLOGY MARKET, FPNV POSITIONING MATRIX, 2023
List of Tables
TABLE 1. AI IN PATHOLOGY MARKET SEGMENTATION & COVERAGE
TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
TABLE 3. GLOBAL AI IN PATHOLOGY MARKET SIZE, 2018-2023 (USD MILLION)
TABLE 4. GLOBAL AI IN PATHOLOGY MARKET SIZE, 2024-2030 (USD MILLION)
TABLE 5. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY REGION, 2018-2023 (USD MILLION)
TABLE 6. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY REGION, 2024-2030 (USD MILLION)
TABLE 7. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 8. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 9. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY HARDWARE, BY REGION, 2018-2023 (USD MILLION)
TABLE 10. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY HARDWARE, BY REGION, 2024-2030 (USD MILLION)
TABLE 11. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2023 (USD MILLION)
TABLE 12. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY SOFTWARE, BY REGION, 2024-2030 (USD MILLION)
TABLE 13. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 14. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 15. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY CONVOLUTIONAL NEURAL NETWORKS (CNNS), BY REGION, 2018-2023 (USD MILLION)
TABLE 16. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY CONVOLUTIONAL NEURAL NETWORKS (CNNS), BY REGION, 2024-2030 (USD MILLION)
TABLE 17. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY GENERATIVE ADVERSARIAL NETWORKS (GANS), BY REGION, 2018-2023 (USD MILLION)
TABLE 18. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY GENERATIVE ADVERSARIAL NETWORKS (GANS), BY REGION, 2024-2030 (USD MILLION)
TABLE 19. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY RECURRENT NEURAL NETWORKS (RNNS), BY REGION, 2018-2023 (USD MILLION)
TABLE 20. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY RECURRENT NEURAL NETWORKS (RNNS), BY REGION, 2024-2030 (USD MILLION)
TABLE 21. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 22. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 23. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY CLINICAL WORKFLOW, BY REGION, 2018-2023 (USD MILLION)
TABLE 24. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY CLINICAL WORKFLOW, BY REGION, 2024-2030 (USD MILLION)
TABLE 25. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY DISEASE DIAGNOSIS & PROGNOSIS, BY REGION, 2018-2023 (USD MILLION)
TABLE 26. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY DISEASE DIAGNOSIS & PROGNOSIS, BY REGION, 2024-2030 (USD MILLION)
TABLE 27. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY DRUG DISCOVERY, BY REGION, 2018-2023 (USD MILLION)
TABLE 28. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY DRUG DISCOVERY, BY REGION, 2024-2030 (USD MILLION)
TABLE 29. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY TRAINING & EDUCATION, BY REGION, 2018-2023 (USD MILLION)
TABLE 30. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY TRAINING & EDUCATION, BY REGION, 2024-2030 (USD MILLION)
TABLE 31. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 32. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 33. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY ACADEMIC & RESEARCH INSTITUTES, BY REGION, 2018-2023 (USD MILLION)
TABLE 34. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY ACADEMIC & RESEARCH INSTITUTES, BY REGION, 2024-2030 (USD MILLION)
TABLE 35. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY HOSPITALS, BY REGION, 2018-2023 (USD MILLION)
TABLE 36. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY HOSPITALS, BY REGION, 2024-2030 (USD MILLION)
TABLE 37. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY PHARMACEUTICALS & BIOTECHNOLOGY COMPANIES, BY REGION, 2018-2023 (USD MILLION)
TABLE 38. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY PHARMACEUTICALS & BIOTECHNOLOGY COMPANIES, BY REGION, 2024-2030 (USD MILLION)
TABLE 39. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 40. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 41. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 42. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 43. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 44. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 45. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 46. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 47. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
TABLE 48. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
TABLE 49. ARGENTINA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 50. ARGENTINA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 51. ARGENTINA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 52. ARGENTINA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 53. ARGENTINA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 54. ARGENTINA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 55. ARGENTINA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 56. ARGENTINA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 57. BRAZIL AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 58. BRAZIL AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 59. BRAZIL AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 60. BRAZIL AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 61. BRAZIL AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 62. BRAZIL AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 63. BRAZIL AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 64. BRAZIL AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 65. CANADA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 66. CANADA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 67. CANADA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 68. CANADA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 69. CANADA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 70. CANADA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 71. CANADA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 72. CANADA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 73. MEXICO AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 74. MEXICO AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 75. MEXICO AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 76. MEXICO AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 77. MEXICO AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 78. MEXICO AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 79. MEXICO AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 80. MEXICO AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 81. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 82. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 83. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 84. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 85. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 86. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 87. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 88. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 89. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY STATE, 2018-2023 (USD MILLION)
TABLE 90. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY STATE, 2024-2030 (USD MILLION)
TABLE 91. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 92. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 93. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 94. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 95. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 96. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 97. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 98. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 99. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
TABLE 100. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
TABLE 101. AUSTRALIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 102. AUSTRALIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 103. AUSTRALIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 104. AUSTRALIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 105. AUSTRALIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 106. AUSTRALIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 107. AUSTRALIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 108. AUSTRALIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 109. CHINA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 110. CHINA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 111. CHINA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 112. CHINA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 113. CHINA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 114. CHINA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 115. CHINA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 116. CHINA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 117. INDIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 118. INDIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 119. INDIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 120. INDIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 121. INDIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 122. INDIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 123. INDIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 124. INDIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 125. INDONESIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 126. INDONESIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 127. INDONESIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 128. INDONESIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 129. INDONESIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 130. INDONESIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 131. INDONESIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 132. INDONESIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 133. JAPAN AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 134. JAPAN AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 135. JAPAN AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 136. JAPAN AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 137. JAPAN AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 138. JAPAN AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 139. JAPAN AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 140. JAPAN AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 141. MALAYSIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 142. MALAYSIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 143. MALAYSIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 144. MALAYSIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 145. MALAYSIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 146. MALAYSIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 147. MALAYSIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 148. MALAYSIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 149. PHILIPPINES AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 150. PHILIPPINES AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 151. PHILIPPINES AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 152. PHILIPPINES AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 153. PHILIPPINES AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 154. PHILIPPINES AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 155. PHILIPPINES AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 156. PHILIPPINES AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 157. SINGAPORE AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 158. SINGAPORE AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 159. SINGAPORE AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 160. SINGAPORE AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 161. SINGAPORE AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 162. SINGAPORE AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 163. SINGAPORE AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 164. SINGAPORE AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 165. SOUTH KOREA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 166. SOUTH KOREA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 167. SOUTH KOREA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 168. SOUTH KOREA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 169. SOUTH KOREA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 170. SOUTH KOREA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 171. SOUTH KOREA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 172. SOUTH KOREA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 173. TAIWAN AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 174. TAIWAN AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 175. TAIWAN AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 176. TAIWAN AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 177. TAIWAN AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 178. TAIWAN AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 179. TAIWAN AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 180. TAIWAN AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 181. THAILAND AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 182. THAILAND AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 183. THAILAND AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 184. THAILAND AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 185. THAILAND AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 186. THAILAND AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 187. THAILAND AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 188. THAILAND AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 189. VIETNAM AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 190. VIETNAM AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 191. VIETNAM AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 192. VIETNAM AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 193. VIETNAM AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 194. VIETNAM AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 195. VIETNAM AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 196. VIETNAM AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 197. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 198. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 199. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 200. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 201. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 202. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 203. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 204. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 205. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
TABLE 206. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
TABLE 207. DENMARK AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 208. DENMARK AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 209. DENMARK AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 210. DENMARK AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 211. DENMARK AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 212. DENMARK AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 213. DENMARK AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 214. DENMARK AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 215. EGYPT AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 216. EGYPT AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 217. EGYPT AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 218. EGYPT AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 219. EGYPT AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 220. EGYPT AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 221. EGYPT AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 222. EGYPT AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 223. FINLAND AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 224. FINLAND AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 225. FINLAND AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 226. FINLAND AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 227. FINLAND AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 228. FINLAND AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 229. FINLAND AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 230. FINLAND AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 231. FRANCE AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 232. FRANCE AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 233. FRANCE AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 234. FRANCE AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 235. FRANCE AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 236. FRANCE AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 237. FRANCE AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 238. FRANCE AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 239. GERMANY AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 240. GERMANY AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 241. GERMANY AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 242. GERMANY AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 243. GERMANY AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 244. GERMANY AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 245. GERMANY AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 246. GERMANY AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 247. ISRAEL AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 248. ISRAEL AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 249. ISRAEL AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 250. ISRAEL AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 251. ISRAEL AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 252. ISRAEL AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 253. ISRAEL AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 254. ISRAEL AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 255. ITALY AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 256. ITALY AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 257. ITALY AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 258. ITALY AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 259. ITALY AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 260. ITALY AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 261. ITALY AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 262. ITALY AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 263. NETHERLANDS AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 264. NETHERLANDS AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 265. NETHERLANDS AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 266. NETHERLANDS AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 267. NETHERLANDS AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 268. NETHERLANDS AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 269. NETHERLANDS AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 270. NETHERLANDS AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 271. NIGERIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 272. NIGERIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 273. NIGERIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 274. NIGERIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 275. NIGERIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 276. NIGERIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 277. NIGERIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 278. NIGERIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 279. NORWAY AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 280. NORWAY AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 281. NORWAY AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 282. NORWAY AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 283. NORWAY AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 284. NORWAY AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 285. NORWAY AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 286. NORWAY AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 287. POLAND AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 288. POLAND AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 289. POLAND AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 290. POLAND AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 291. POLAND AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 292. POLAND AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 293. POLAND AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 294. POLAND AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 295. QATAR AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 296. QATAR AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 297. QATAR AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 298. QATAR AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 299. QATAR AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 300. QATAR AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 301. QATAR AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 302. QATAR AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 303. RUSSIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 304. RUSSIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 305. RUSSIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 306. RUSSIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 307. RUSSIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 308. RUSSIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 309. RUSSIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 310. RUSSIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 311. SAUDI ARABIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 312. SAUDI ARABIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 313. SAUDI ARABIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 314. SAUDI ARABIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 315. SAUDI ARABIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 316. SAUDI ARABIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 317. SAUDI ARABIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 318. SAUDI ARABIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 319. SOUTH AFRICA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 320. SOUTH AFRICA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 321. SOUTH AFRICA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 322. SOUTH AFRICA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 323. SOUTH AFRICA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 324. SOUTH AFRICA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 325. SOUTH AFRICA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 326. SOUTH AFRICA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 327. SPAIN AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 328. SPAIN AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 329. SPAIN AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 330. SPAIN AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 331. SPAIN AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 332. SPAIN AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 333. SPAIN AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 334. SPAIN AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 335. SWEDEN AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 336. SWEDEN AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 337. SWEDEN AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 338. SWEDEN AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 339. SWEDEN AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 340. SWEDEN AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 341. SWEDEN AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 342. SWEDEN AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 343. SWITZERLAND AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 344. SWITZERLAND AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 345. SWITZERLAND AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 346. SWITZERLAND AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 347. SWITZERLAND AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 348. SWITZERLAND AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 349. SWITZERLAND AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 350. SWITZERLAND AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 351. TURKEY AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 352. TURKEY AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 353. TURKEY AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 354. TURKEY AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 355. TURKEY AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 356. TURKEY AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 357. TURKEY AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 358. TURKEY AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
TABLE 359. UNITED ARAB EMIRATES AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
TABLE 360. UNITED ARAB EMIRATES AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
TABLE 361. UNITED ARAB EMIRATES AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2023 (USD MILLION)
TABLE 362. UNITED ARAB EMIRATES AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2024-2030 (USD MILLION)
TABLE 363. UNITED ARAB EMIRATES AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
TABLE 364. UNITED ARAB EMIRATES AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 365. UNITED ARAB EMIRATES AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
TABLE 366. UNITE

Companies Mentioned

  • aetherAI
  • Aiforia Technologies Oyj
  • Akoya Biosciences, Inc.
  • Deep Bio, Inc.
  • Evident Corporation
  • F. Hoffmann-La Roche Ltd.
  • Ibex Medical Analytics Ltd.
  • Indica Labs, Inc.
  • Inspirata, Inc.
  • LUMEA, Inc.
  • MindPeak GmbH
  • Nucleai Inc.
  • OptraSCAN Inc.
  • Paige.AI, Inc.
  • PathAI, Inc.
  • Proscia Inc.
  • Techcyte, Inc.
  • Tempus Labs, Inc.
  • Tribun Health
  • Visikol, Inc. by CELLINK
  • Visiopharm A/S

Methodology

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Table Information