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AI in Pathology Market by Component, Neural Network, Application, End-User - Global Forecast 2025-2030

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    Report

  • 184 Pages
  • October 2024
  • Region: Global
  • 360iResearch™
  • ID: 5893794
UP TO OFF until Dec 31st 2024
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The AI in Pathology Market grew from USD 29.01 million in 2023 to USD 33.36 million in 2024. It is expected to continue growing at a CAGR of 15.33%, reaching USD 78.75 million by 2030.

The scope of AI in pathology involves leveraging machine learning algorithms and advanced data analytics to enhance diagnostic accuracy, efficiency, and scalability in pathology-related tasks. This integration is necessary as it offers significant benefits such as improved diagnostic precision, reduced human error, faster turnaround times, and the ability to manage large volumes of diagnostic images and data. AI applications in pathology encompass digital image analysis, predictive analytics for personalized medicine, and automated detection and classification of diseases. The end-use scope spans hospitals, research institutions, and diagnostic laboratories aiming to enhance their diagnostic capabilities and operational efficiency.

Market insights reveal that the growth of AI in pathology is primarily driven by advancements in image recognition technology, increased investment in healthcare AI, and the rising incidence of chronic diseases necessitating accurate diagnostics. Moreover, the COVID-19 pandemic has underscored the need for efficient remote diagnostics, further boosting AI's adoption in pathology. Key opportunities lie in the development of interoperable AI systems that integrate seamlessly with existing hospital information systems and electronic health records, as well as the expansion into emerging markets with a growing healthcare infrastructure. However, challenges such as data privacy concerns, high initial costs for AI integration, and a shortage of skilled professionals proficient in AI tools present limitations to market growth.

Innovation and research opportunities are abundant in areas like AI-powered histopathology image analysis, real-time data analytics, and the development of explainable AI systems that offer transparency in decision-making processes. Businesses can focus on forming strategic partnerships with healthcare providers and technology firms to co-develop solutions that address specific clinical needs. The market is characterized by rapid technological advancements and evolving clinical demands, indicating a dynamic and progressively competitive landscape. Companies should prioritize flexibility and adaptability in their AI solutions, ensuring they can keep pace with both technological advancements and regulatory changes in the healthcare sector.

Understanding Market Dynamics in the AI in Pathology Market

The AI in Pathology Market is rapidly evolving, shaped by dynamic supply and demand trends. These insights provide companies with actionable intelligence to drive investments, develop strategies, and seize emerging opportunities. A comprehensive understanding of market dynamics also helps organizations mitigate political, geographical, technical, social, and economic risks while offering a clearer view of consumer behavior and its effects on manufacturing costs and purchasing decisions.
  • Market Drivers
    • Increasing digitalization of pathology worldwide
    • Growing need for telepathology with the prevalence of chronic disease
  • Market Restraints
    • High cost associated with AI in pathology
  • Market Opportunities
    • Technological advancements in AI in pathology
    • Rising demand for personalized and customized medicine
  • Market Challenges
    • Concerns associated with data privacy

Exploring Porter’s Five Forces for the AI in Pathology Market

Porter’s Five Forces framework further strengthens the insights of the AI in Pathology Market, delivering a clear and effective methodology for understanding the competitive landscape. This tool enables companies to evaluate their current competitive standing and explore strategic repositioning by assessing businesses’ power dynamics and market positioning. It is also instrumental in determining the profitability of new ventures, helping companies leverage their strengths, address weaknesses, and avoid potential pitfalls.

Applying PESTLE Analysis to the AI in Pathology Market

External macro-environmental factors deeply influence the performance of the AI in Pathology Market, and the PESTLE analysis provides a comprehensive framework for understanding these influences. By examining Political, Economic, Social, Technological, Legal, and Environmental elements, this analysis offers organizations critical insights into potential opportunities and risks. It also helps businesses anticipate changes in regulations, consumer behavior, and economic trends, enabling them to make informed, forward-looking decisions.

Analyzing Market Share in the AI in Pathology Market

The AI in Pathology Market share analysis evaluates vendor performance. This analysis provides a clear view of each vendor’s standing in the competitive landscape by comparing key metrics such as revenue, customer base, and other critical factors. Additionally, it highlights market concentration, fragmentation, and trends in consolidation, empowering vendors to make strategic decisions that enhance their market position.

Evaluating Vendor Success with the FPNV Positioning Matrix in the AI in Pathology Market

The AI in Pathology Market FPNV Positioning Matrix is crucial in evaluating vendors based on business strategy and product satisfaction levels. By segmenting vendors into four quadrants - Forefront (F), Pathfinder (P), Niche (N), and Vital (V) - this matrix helps users make well-informed decisions that best align with their unique needs and objectives in the market.

Strategic Recommendations for Success in the AI in Pathology Market

The AI in Pathology Market strategic analysis is essential for organizations aiming to strengthen their position in the global market. A comprehensive review of resources, capabilities, and performance helps businesses identify opportunities for improvement and growth. This approach empowers companies to navigate challenges in the increasingly competitive landscape, ensuring they capitalize on new opportunities and align with long-term success.

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.

Market Segmentation & Coverage

This research report categorizes the AI in Pathology Market to forecast the revenues and analyze trends in each of the following sub-markets:
  • Component
    • Hardware
    • Software
  • Neural Network
    • Convolutional neural networks (CNNs)
    • Generative adversarial networks (GANs)
    • Recurrent neural networks (RNNs)
  • Application
    • Clinical Workflow
    • Disease Diagnosis & Prognosis
    • Drug Discovery
    • Training & Education
  • End-User
    • Academic & Research Institutes
    • Hospitals
    • Pharmaceuticals & Biotechnology Companies
  • Region
    • Americas
      • Argentina
      • Brazil
      • Canada
      • Mexico
      • United States
        • California
        • Florida
        • Illinois
        • New York
        • Ohio
        • Pennsylvania
        • Texas
    • Asia-Pacific
      • Australia
      • China
      • India
      • Indonesia
      • Japan
      • Malaysia
      • Philippines
      • Singapore
      • South Korea
      • Taiwan
      • Thailand
      • Vietnam
    • Europe, Middle East & Africa
      • Denmark
      • Egypt
      • Finland
      • France
      • Germany
      • Israel
      • Italy
      • Netherlands
      • Nigeria
      • Norway
      • Poland
      • Qatar
      • Russia
      • Saudi Arabia
      • South Africa
      • Spain
      • Sweden
      • Switzerland
      • Turkey
      • United Arab Emirates
      • United Kingdom

The report provides a detailed overview of the market, exploring several key areas:

  1. Market Penetration: A thorough examination of the current market landscape, featuring comprehensive data from leading industry players and analyzing their reach and influence across the market.
  2. Market Development: The report identifies significant growth opportunities in emerging markets and assesses expansion potential within established segments, providing a roadmap for future development.
  3. Market Diversification: In-depth coverage of recent product launches, untapped geographic regions, significant industry developments, and strategic investments reshaping the market landscape.
  4. Competitive Assessment & Intelligence: A detailed analysis of the competitive landscape, covering market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, technological advancements, and innovations in manufacturing by key market players.
  5. Product Development & Innovation: Insight into groundbreaking technologies, R&D efforts, and product innovations that will drive the market in future.

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

  1. What is the current size of the market, and how is it expected to grow?
  2. Which products, segments, and regions present the most attractive investment opportunities?
  3. What are the prevailing technology trends and regulatory factors influencing the market?
  4. How do top vendors rank regarding market share and competitive positioning?
  5. What revenue sources and strategic opportunities guide vendors' market entry or exit decisions?

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 Summary
4. 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. Porter’s Five Forces Analysis
5.3.1. Threat of New Entrants
5.3.2. Threat of Substitutes
5.3.3. Bargaining Power of Customers
5.3.4. Bargaining Power of Suppliers
5.3.5. Industry Rivalry
5.4. PESTLE Analysis
5.4.1. Political
5.4.2. Economic
5.4.3. Social
5.4.4. Technological
5.4.5. Legal
5.4.6. Environmental
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
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 2024 VS 2030 (USD MILLION)
FIGURE 5. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 6. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
FIGURE 7. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 8. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2023 VS 2030 (%)
FIGURE 9. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 10. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
FIGURE 11. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 12. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2023 VS 2030 (%)
FIGURE 13. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 14. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 15. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 16. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY STATE, 2023 VS 2030 (%)
FIGURE 17. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 18. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 19. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 20. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 21. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 22. AI IN PATHOLOGY MARKET SHARE, BY KEY PLAYER, 2023
FIGURE 23. 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, 2018-2030 (USD MILLION)
TABLE 4. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
TABLE 5. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 6. AI IN PATHOLOGY MARKET DYNAMICS
TABLE 7. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 8. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
TABLE 9. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
TABLE 10. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 11. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY CONVOLUTIONAL NEURAL NETWORKS (CNNS), BY REGION, 2018-2030 (USD MILLION)
TABLE 12. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY GENERATIVE ADVERSARIAL NETWORKS (GANS), BY REGION, 2018-2030 (USD MILLION)
TABLE 13. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY RECURRENT NEURAL NETWORKS (RNNS), BY REGION, 2018-2030 (USD MILLION)
TABLE 14. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 15. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY CLINICAL WORKFLOW, BY REGION, 2018-2030 (USD MILLION)
TABLE 16. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY DISEASE DIAGNOSIS & PROGNOSIS, BY REGION, 2018-2030 (USD MILLION)
TABLE 17. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY DRUG DISCOVERY, BY REGION, 2018-2030 (USD MILLION)
TABLE 18. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY TRAINING & EDUCATION, BY REGION, 2018-2030 (USD MILLION)
TABLE 19. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 20. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY ACADEMIC & RESEARCH INSTITUTES, BY REGION, 2018-2030 (USD MILLION)
TABLE 21. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY HOSPITALS, BY REGION, 2018-2030 (USD MILLION)
TABLE 22. GLOBAL AI IN PATHOLOGY MARKET SIZE, BY PHARMACEUTICALS & BIOTECHNOLOGY COMPANIES, BY REGION, 2018-2030 (USD MILLION)
TABLE 23. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 24. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 25. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 26. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 27. AMERICAS AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 28. ARGENTINA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 29. ARGENTINA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 30. ARGENTINA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 31. ARGENTINA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 32. BRAZIL AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 33. BRAZIL AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 34. BRAZIL AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 35. BRAZIL AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 36. CANADA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 37. CANADA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 38. CANADA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 39. CANADA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 40. MEXICO AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 41. MEXICO AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 42. MEXICO AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 43. MEXICO AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 44. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 45. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 46. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 47. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 48. UNITED STATES AI IN PATHOLOGY MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
TABLE 49. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 50. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 51. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 52. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 53. ASIA-PACIFIC AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 54. AUSTRALIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 55. AUSTRALIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 56. AUSTRALIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 57. AUSTRALIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 58. CHINA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 59. CHINA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 60. CHINA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 61. CHINA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 62. INDIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 63. INDIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 64. INDIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 65. INDIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 66. INDONESIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 67. INDONESIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 68. INDONESIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 69. INDONESIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 70. JAPAN AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 71. JAPAN AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 72. JAPAN AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 73. JAPAN AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 74. MALAYSIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 75. MALAYSIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 76. MALAYSIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 77. MALAYSIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 78. PHILIPPINES AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 79. PHILIPPINES AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 80. PHILIPPINES AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 81. PHILIPPINES AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 82. SINGAPORE AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 83. SINGAPORE AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 84. SINGAPORE AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 85. SINGAPORE AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 86. SOUTH KOREA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 87. SOUTH KOREA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 88. SOUTH KOREA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 89. SOUTH KOREA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 90. TAIWAN AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 91. TAIWAN AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 92. TAIWAN AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 93. TAIWAN AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 94. THAILAND AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 95. THAILAND AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 96. THAILAND AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 97. THAILAND AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 98. VIETNAM AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 99. VIETNAM AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 100. VIETNAM AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 101. VIETNAM AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 102. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 103. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 104. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 105. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 106. EUROPE, MIDDLE EAST & AFRICA AI IN PATHOLOGY MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 107. DENMARK AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 108. DENMARK AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 109. DENMARK AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 110. DENMARK AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 111. EGYPT AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 112. EGYPT AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 113. EGYPT AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 114. EGYPT AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 115. FINLAND AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 116. FINLAND AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 117. FINLAND AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 118. FINLAND AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 119. FRANCE AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 120. FRANCE AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 121. FRANCE AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 122. FRANCE AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 123. GERMANY AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 124. GERMANY AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 125. GERMANY AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 126. GERMANY AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 127. ISRAEL AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 128. ISRAEL AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 129. ISRAEL AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 130. ISRAEL AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 131. ITALY AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 132. ITALY AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 133. ITALY AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 134. ITALY AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 135. NETHERLANDS AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 136. NETHERLANDS AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 137. NETHERLANDS AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 138. NETHERLANDS AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 139. NIGERIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 140. NIGERIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 141. NIGERIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 142. NIGERIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 143. NORWAY AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 144. NORWAY AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 145. NORWAY AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 146. NORWAY AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 147. POLAND AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 148. POLAND AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 149. POLAND AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 150. POLAND AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 151. QATAR AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 152. QATAR AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 153. QATAR AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 154. QATAR AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 155. RUSSIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 156. RUSSIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 157. RUSSIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 158. RUSSIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 159. SAUDI ARABIA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 160. SAUDI ARABIA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 161. SAUDI ARABIA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 162. SAUDI ARABIA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 163. SOUTH AFRICA AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 164. SOUTH AFRICA AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 165. SOUTH AFRICA AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 166. SOUTH AFRICA AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 167. SPAIN AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 168. SPAIN AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 169. SPAIN AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 170. SPAIN AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 171. SWEDEN AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 172. SWEDEN AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 173. SWEDEN AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 174. SWEDEN AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 175. SWITZERLAND AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 176. SWITZERLAND AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 177. SWITZERLAND AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 178. SWITZERLAND AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 179. TURKEY AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 180. TURKEY AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 181. TURKEY AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 182. TURKEY AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 183. UNITED ARAB EMIRATES AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 184. UNITED ARAB EMIRATES AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 185. UNITED ARAB EMIRATES AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 186. UNITED ARAB EMIRATES AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 187. UNITED KINGDOM AI IN PATHOLOGY MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 188. UNITED KINGDOM AI IN PATHOLOGY MARKET SIZE, BY NEURAL NETWORK, 2018-2030 (USD MILLION)
TABLE 189. UNITED KINGDOM AI IN PATHOLOGY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 190. UNITED KINGDOM AI IN PATHOLOGY MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 191. AI IN PATHOLOGY MARKET SHARE, BY KEY PLAYER, 2023
TABLE 192. AI IN PATHOLOGY MARKET, FPNV POSITIONING MATRIX, 2023

Companies Mentioned

The leading players in the AI in Pathology Market, which are profiled in this report, 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
  • Visiopharm A/S

Methodology

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Table Information