AI in Pathology Market by Component (Software, Scanners), Neural Network (CNN, GAN, RNN), Application (Drug Discovery, Diagnosis, Prognosis, Workflow, Education), End User (Pharma, Biotech, Hospital Labs, Research), & Region - Global Forecast to 2028

AI in Pathology Market by Component (Software, Scanners), Neural Network (CNN, GAN, RNN), Application (Drug Discovery, Diagnosis, Prognosis, Workflow, Education), End User (Pharma, Biotech, Hospital Labs, Research), & Region - Global Forecast to 2028



The global AI in pathology market is projected to reach USD 49 Million by 2028 from USD 24 Million in 2023, at a high CAGR of 15.6% during the forecast period. The AI in pathology market refers to the sector within the healthcare industry that encompasses the development, deployment, and utilization of artificial intelligence (AI) technologies specifically designed for pathology applications. AI models can analysed clinical data, genomic information, and pathology images to predict patient prognosis and disease progression. These models assist in personalized treatment planning, identifying high-risk patients, and optimizing healthcare resource allocation. It involves the use of advanced computational algorithms, machine learning techniques, and computer vision methods to analyse pathology images, extract relevant information, and assist pathologists in diagnostic decision-making.

“The drug discovery segment accounted for the largest share during the forecast period, by application.”

In 2022, the drug discovery segment held the largest share of the AI in pathology market. The significant growth in this segment can be attributed to various factors, including the advancements in high throughput screening and imaging technologies, the increasing utilization of AI in toxicology testing for illicit drugs, the rising expenditure on pharmaceutical and biotechnology research and development (R&D), and the ability of AI in pathology to accelerate the development of new therapeutics, improve diagnostic accuracy, and enhance approaches to personalized medicine. These factors contribute to the substantial share of the drug discovery application segment in the AI in pathology market.

“Pharmaceutical and biotechnology companies is the fastest growing end-user segment in the AI in pathology market in 2022.”

The AI in pathology market is divided into different end-user segments, including pharmaceutical and biotechnology companies, hospitals and reference laboratories, and academic and research institutes. Among these, the pharmaceutical and biotechnology companies segment is projected to witness the highest growth rate during the forecast period. This segment's significant share and rapid growth can be attributed to the advancement of drug discovery and development processes, as well as the increasing utilization of AI in pathology for drug toxicology testing. Biotechnology companies rely on AI-based digital pathology for various purposes, including biobanking, biopharmaceutical studies, molecular assays, and the development of individualized medicine.

“North America to witness the highest growth rate and accounted for largest share during the forecast period.”

During the forecast period, the North America market is anticipated to exhibit the highest growth rate. The growth of the market in the North America region can be attributed to several factors. Firstly, there have been substantial investments to modernize pathology infrastructure in the region, which is driving market growth. Additionally, there is an increasing adoption of digital pathology solutions in North America, contributing to the overall market expansion. Moreover, the continuous expansion of the healthcare infrastructure and the growing availability of advanced AI technologies in the market are further boosting the growth in this region. The increasing focus on technology, patient safety, and quality improvement, combined with technological advancements in medical devices and government initiatives, continues to drive the adoption of AI in pathology market in North America.

The break-down of primary participants is as mentioned below:

By Company Type - Tier 1: 45%, Tier 2: 30%, and Tier 3: 25%

By Designation - C-level: 42%, Director-level: 31%, and Others: 27%

By Region - North America: 32%, Asia Pacific: 26%, Europe: 32%, Middle East & Africa: 5%, Latin America: 5%

Key Players in the AI in Pathology Market

The key players functioning in the AI in pathology market include Koninklijke Philips N.V. (Netherlands), F. Hoffmann-La Roche Ltd (Switzerland), Hologic, Inc. (US), Akoya Biosciences, Inc. (US), Aiforia Technologies Plc (Finland), Indica Labs Inc. (US), OptraScan (US), Ibex Medical Analytics Ltd. (Israel), Mindpeak GmbH (Germany), Tribun Health (France), Techcyte, Inc. (US), Deep Bio Inc. (Korea), Lumea Inc. (US), Visiopharm (Denmark), aetherAI (Taiwan), Aiosyn (Netherlands), Paige AI, Inc. (US), Proscia Inc. (US), PathAI, Inc. (US), Tempus Labs, Inc. (US), Konfoong Biotech International Co., Ltd. (China), DoMore Diagnostics AS (Norway), Verily Life Sciences, LLC (US), deepPath (US), and 4D Path Inc (US).

Research Coverage:

The report analyses the AI in pathology market. It aims to estimate the market size and future growth potential of various market segments based on components, neural network, application, end-user, and region. The report also provides a competitive analysis of the key players in this market, along with their company profiles, product offerings, recent developments, and key market strategies.

Reasons to Buy the Report

This report will enrich established firms and new entrants/smaller firms to gauge the market's pulse, which, in turn, would help them garner a greater share of the market. Firms purchasing the report could use one or a combination of the below-mentioned strategies to strengthen their positions in the market.

This report provides insights on:

Analysis of key drivers: (Increasing adoption of AI in pathology to enhance lab efficiency, growing digitization of pathology, augmenting telepathology with AI advancements, rise in cases of misdiagnoses, and technology advancements in deep learning enabling synergy with artificial intelligence (AI) in pathology space), restraints (high cost of digital pathology systems, lack of skilled AI workforce and ambiguous regulatory guidelines for medical software), opportunities (growing demand of personalized medicines, shortage of skilled pathologists), and challenges (lack of sufficient data to train the AI algorithms, data privacy concerns, lack of transparency and interoperability) influencing the growth of the AI in pathology market.

Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the AI in pathology market.

Market Development: Comprehensive information on the lucrative emerging markets, component, neural network, applications, end-user, and region.

Market Diversification: Exhaustive information about the product portfolios, growing geographies, recent developments, and investments in the AI in pathology market.

Competitive Assessment: In-depth assessment of market shares, growth strategies, product offerings, and capabilities of the leading players in the AI in pathology market like Koninklijke Philips N.V. (Netherlands), F. Hoffmann-La Roche Ltd (Switzerland), Hologic, Inc. (US).


  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION
      • INCLUSIONS AND EXCLUSIONS
    • MARKETS COVERED
      • AI IN PATHOLOGY MARKET SEGMENTATION, BY REGION
      • YEARS CONSIDERED
    • CURRENCY CONSIDERED
    • STAKEHOLDERS
    • RECESSION IMPACT
  • RESEARCH METHODOLOGY
    • RESEARCH APPROACH
      • SECONDARY RESEARCH
      • PRIMARY DATA
    • MARKET SIZE ESTIMATION
      • TOP-DOWN APPROACH
    • MARKET BREAKDOWN AND DATA TRIANGULATION
    • MARKET RANKING ANALYSIS
    • STUDY ASSUMPTIONS
    • LIMITATIONS
      • METHODOLOGY-RELATED LIMITATIONS
      • SCOPE-RELATED LIMITATIONS
    • RISK ASSESSMENT
      • Table AI IN PATHOLOGY MARKET: RISK ASSESSMENT
    • RECESSION IMPACT ANALYSIS
  • EXECUTIVE SUMMARY
  • PREMIUM INSIGHTS
    • AI IN PATHOLOGY MARKET OVERVIEW
    • ASIA PACIFIC: AI IN PATHOLOGY MARKET, BY COMPONENT AND COUNTRY
    • GEOGRAPHIC SNAPSHOT OF AI IN PATHOLOGY MARKET
    • REGIONAL MIX: AI IN PATHOLOGY MARKET
    • AI IN PATHOLOGY MARKET: DEVELOPED VS. DEVELOPING MARKETS
  • MARKET OVERVIEW
    • INTRODUCTION
    • MARKET DYNAMICS
      • Table DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: IMPACT ANALYSIS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
        • Table US: GROWTH IN NUMBER OF PERSONALIZED MEDICINES (2008-2020)
        • Table NUMBER OF INHABITANTS PER PATHOLOGIST, BY COUNTRY, 2020
      • CHALLENGES
  • INDUSTRY INSIGHTS
    • INDUSTRY TRENDS
      • IMPROVED QUALITY CONTROL WITH ARTIFICIAL INTELLIGENCE
      • TRANSFORMATION IN STAINING TECHNIQUES
    • INCREASING INVESTMENTS FOR AI IN PATHOLOGY
    • TECHNOLOGY ANALYSIS
      • MACHINE LEARNING (ML) AND DEEP LEARNING (DL)
      • IMAGE ANALYSIS AND COMPUTER VISION
      • NATURAL LANGUAGE PROCESSING (NLP)
      • DATA INTEGRATION AND FUSION
      • AUGMENTED PATHOLOGY AND DECISION SUPPORT SYSTEMS
      • PREDICTIVE ANALYTICS AND PROGNOSTIC MODELS
      • CLOUD COMPUTING AND BIG DATA INFRASTRUCTURE
    • PORTER’S FIVE FORCES ANALYSIS
      • Table AI IN PATHOLOGY MARKET: PORTER’S FIVE FORCES ANALYSIS
      • THREAT OF NEW ENTRANTS
      • THREAT OF SUBSTITUTES
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • INTENSITY OF COMPETITIVE RIVALRY
    • REGULATORY ANALYSIS
      • REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • REGULATORY ANALYSIS, BY REGION
        • Table US FDA: MEDICAL DEVICE CLASSIFICATION
        • Table US: MEDICAL DEVICE REGULATORY APPROVAL PROCESS
        • Table CANADA: MEDICAL DEVICE REGULATORY APPROVAL PROCESS
        • Table EUROPE: CLASSIFICATION OF IVD DEVICES
        • Table JAPAN: MEDICAL DEVICE CLASSIFICATION UNDER PMDA
        • Table CHINA: CLASSIFICATION OF MEDICAL DEVICES
    • VALUE-CHAIN ANALYSIS
    • ECOSYSTEM
    • PATENT ANALYSIS
      • PATENT PUBLICATION TRENDS FOR AI IN PATHOLOGY SOLUTIONS
      • JURISDICTION AND TOP APPLICANT ANALYSIS
    • KEY CONFERENCES AND EVENTS, 2023-2024
      • Table AI IN PATHOLOGY MARKET: LIST OF CONFERENCES AND EVENTS
    • CASE STUDY ANALYSIS
      • CASE STUDY 1: PATHAI USES PYTORCH TO IMPROVE PATIENT OUTCOMES WITH AI-POWERED PATHOLOGY
      • CASE STUDY 2: COMBATING CERVICAL CANCER WITH AI
    • PRICING ANALYSIS
    • KEY STAKEHOLDERS AND BUYING CRITERIA
      • KEY STAKEHOLDERS IN BUYING PROCESS
        • Table INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS OF AI IN PATHOLOGY PRODUCTS (%)
      • BUYING CRITERIA
        • Table KEY BUYING CRITERIA FOR AI IN PATHOLOGY PRODUCTS
  • AI IN PATHOLOGY MARKET, BY COMPONENT
    • INTRODUCTION
      • Table AI IN PATHOLOGY MARKET, BY COMPONENT, 2021-2028 (USD MILLION)
    • SOFTWARE
      • INTELLIGENT SOFTWARE HELPS REDUCE ERRORS CAUSED BY STANDARD PATHOLOGY APPROACHES
        • Table AI IN PATHOLOGY SOFTWARE MARKET, BY COUNTRY, 2021-2028 (USD MILLION)
    • SCANNERS
      • USE OF AI IN SCANNERS ENHANCES SCANNING PROCESS AND IMPROVES IMAGE QUALITY
        • Table AI IN PATHOLOGY SCANNERS MARKET, BY COUNTRY, 2021-2028 (USD MILLION)
  • AI IN PATHOLOGY MARKET, BY NEURAL NETWORK
    • INTRODUCTION
      • Table AI IN PATHOLOGY MARKET, BY NEURAL NETWORK, 2021-2028 (USD MILLION)
    • CONVOLUTIONAL NEURAL NETWORKS
      • CONVOLUTIONAL NEURAL NETWORKS SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD
        • Table AI IN PATHOLOGY MARKET FOR CONVOLUTIONAL NEURAL NETWORKS, BY COUNTRY, 2021-2028 (USD MILLION)
    • GENERATIVE ADVERSARIAL NETWORKS
      • GENERATED SYNTHETIC PATHOLOGY IMAGES CLOSELY RESEMBLE REAL PATHOLOGY
        • Table AI IN PATHOLOGY MARKET FOR GENERATIVE ADVERSARIAL NETWORKS, BY COUNTRY, 2021-2028 (USD MILLION)
    • RECURRENT NEURAL NETWORKS
      • ABILITY OF RECURRENT NEURAL NETWORKS TO ANALYZE TIMEDEPENDENT PATTERNS TO PROPEL GROWTH
        • Table AI IN PATHOLOGY MARKET FOR RECURRENT NEURAL NETWORKS, BY COUNTRY, 2021-2028 (USD MILLION)
    • OTHER NEURAL NETWORKS
      • Table AI IN PATHOLOGY MARKET FOR OTHER NEURAL NETWORKS, BY COUNTRY, 2021-2028 (USD MILLION)
  • AI IN PATHOLOGY MARKET, BY APPLICATION
    • INTRODUCTION
      • Table AI IN PATHOLOGY MARKET, BY APPLICATION, 2021-2028 (USD MILLION)
    • DRUG DISCOVERY
      • DRUG DISCOVERY SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD
        • Table APPLICATIONS OF AI IN PATHOLOGY IN DRUG DISCOVERY
        • Table AI IN PATHOLOGY MARKET FOR DRUG DISCOVERY, BY COUNTRY, 2021-2028 (USD MILLION)
    • DISEASE DIAGNOSIS AND PROGNOSIS
      • GROWING USE OF AI AND ML FOR DIAGNOSTIC AND PROGNOSTIC PURPOSES TO PROPEL GROWTH
        • Table AI IN PATHOLOGY MARKET FOR DISEASE DIAGNOSIS AND PROGNOSIS, BY COUNTRY, 2021-2028 (USD MILLION)
    • CLINICAL WORKFLOW OPTIMIZATION
      • ADVANTAGES OF AI IN ENHANCING CLINICAL WORKFLOWS BY AUTOMATING REPETITIVE TASKS TO DRIVE GROWTH
        • Table AI IN PATHOLOGY MARKET FOR CLINICAL WORKFLOW OPTIMIZATION, BY COUNTRY, 2021-2028 (USD MILLION)
    • TRAINING AND EDUCATION
      • APPLICATIONS IN IMPROVING TRAINING AND EDUCATION PROVIDED TO PATHOLOGISTS IN ACADEMIC INSTITUTES TO DRIVE GROWTH
        • Table AI IN PATHOLOGY MARKET FOR TRAINING AND EDUCATION, BY COUNTRY, 2021-2028 (USD MILLION)
  • AI IN PATHOLOGY MARKET, BY END USER
    • INTRODUCTION
      • Table AI IN PATHOLOGY MARKET, BY END USER, 2021-2028 (USD MILLION)
    • PHARMACEUTICAL AND BIOTECHNOLOGY COMPANIES
      • RISING USE OF AI-BASED DIGITAL PATHOLOGY SOLUTIONS IN DRUG DEVELOPMENT TO DRIVE GROWTH
        • Table AI IN PATHOLOGY MARKET FOR PHARMACEUTICAL AND BIOTECHNOLOGY COMPANIES, BY COUNTRY, 2021-2028 (USD MILLION)
    • HOSPITALS AND REFERENCE LABORATORIES
      • RISING NUMBER OF HOSPITALIZATIONS DUE TO INCREASING INCIDENCE OF INFECTIOUS DISEASES TO DRIVE GROWTH
        • Table AI IN PATHOLOGY MARKET FOR HOSPITALS AND REFERENCE LABORATORIES, BY COUNTRY, 2021-2028 (USD MILLION)
    • ACADEMIC AND RESEARCH INSTITUTES
      • INCREASING INVESTMENTS FOR RESEARCH IN DISEASE DIAGNOSIS TO SUPPORT GROWTH
        • Table AI IN PATHOLOGY MARKET FOR ACADEMIC AND RESEARCH INSTITUTES, BY COUNTRY, 2021-2028 (USD MILLION)
  • AI IN PATHOLOGY MARKET, BY REGION
    • INTRODUCTION
      • Table AI IN PATHOLOGY MARKET, BY REGION, 2021-2028 (USD MILLION)
    • NORTH AMERICA
      • Table NORTH AMERICA: AI IN PATHOLOGY MARKET, BY COUNTRY, 2021-2028 (USD MILLION)
      • Table NORTH AMERICA: AI IN PATHOLOGY MARKET, BY COMPONENT, 2021-2028 (USD MILLION)
      • Table NORTH AMERICA: AI IN PATHOLOGY MARKET, BY NEURAL NETWORK, 2021-2028 (USD MILLION)
      • Table NORTH AMERICA: AI IN PATHOLOGY MARKET, BY APPLICATION, 2021-2028 (USD MILLION)
      • Table NORTH AMERICA: AI IN PATHOLOGY MARKET, BY END USER, 2021-2028 (USD MILLION)
      • NORTH AMERICA: RECESSION IMPACT
      • US
        • Table US: AI IN PATHOLOGY MARKET, BY COMPONENT, 2021-2028 (USD MILLION)
        • Table US: AI IN PATHOLOGY MARKET, BY NEURAL NETWORK, 2021-2028 (USD MILLION)
        • Table US: AI IN PATHOLOGY MARKET, BY APPLICATION, 2021-2028 (USD MILLION)
        • Table US: AI IN PATHOLOGY MARKET, BY END USER, 2021-2028 (USD MILLION)
      • CANADA
        • Table CANADA: AI IN PATHOLOGY MARKET, BY COMPONENT, 2021-2028 (USD MILLION)
        • Table CANADA: AI IN PATHOLOGY MARKET, BY NEURAL NETWORK, 2021-2028 (USD MILLION)
        • Table CANADA: AI IN PATHOLOGY MARKET, BY APPLICATION, 2021-2028 (USD MILLION)
        • Table CANADA: AI IN PATHOLOGY MARKET, BY END USER, 2021-2028 (USD MILLION)
    • EUROPE
      • Table EUROPE: AI IN PATHOLOGY MARKET, BY COUNTRY, 2021-2028 (USD MILLION)
      • Table EUROPE: AI IN PATHOLOGY MARKET, BY COMPONENT, 2021-2028 (USD MILLION)
      • Table EUROPE: AI IN PATHOLOGY MARKET, BY NEURAL NETWORK, 2021-2028 (USD MILLION)
      • Table EUROPE: AI IN PATHOLOGY MARKET, BY APPLICATION, 2021-2028 (USD MILLION)
      • Table EUROPE: AI IN PATHOLOGY MARKET, BY END USER, 2021-2028 (USD MILLION)
      • EUROPE: RECESSION IMPACT
      • UK
        • Table UK: AI IN PATHOLOGY MARKET, BY COMPONENT, 2021-2028 (USD MILLION)
        • Table UK: AI IN PATHOLOGY MARKET, BY NEURAL NETWORK, 2021-2028 (USD MILLION)
        • Table UK: AI IN PATHOLOGY MARKET, BY APPLICATION, 2021-2028 (USD MILLION)
        • Table UK: AI IN PATHOLOGY MARKET, BY END USER, 2021-2028 (USD MILLION)
      • GERMANY
        • Table GERMANY: AI IN PATHOLOGY MARKET, BY COMPONENT, 2021-2028 (USD MILLION)
        • Table GERMANY: AI IN PATHOLOGY MARKET, BY NEURAL NETWORK, 2021-2028 (USD MILLION)
        • Table GERMANY: AI IN PATHOLOGY MARKET, BY APPLICATION, 2021-2028 (USD MILLION)
        • Table GERMANY: AI IN PATHOLOGY MARKET, BY END USER, 2021-2028 (USD MILLION)
      • FRANCE
        • Table FRANCE: AI IN PATHOLOGY MARKET, BY COMPONENT, 2021-2028 (USD MILLION)
        • Table FRANCE: AI IN PATHOLOGY MARKET, BY NEURAL NETWORK, 2021-2028 (USD MILLION)
        • Table FRANCE: AI IN PATHOLOGY MARKET, BY APPLICATION, 2021-2028 (USD MILLION)
        • Table FRANCE: AI IN PATHOLOGY MARKET, BY END USER, 2021-2028 (USD MILLION)
      • REST OF EUROPE
        • Table REST OF EUROPE: AI IN PATHOLOGY MARKET, BY COMPONENT, 2021-2028 (USD MILLION)
        • Table REST OF EUROPE: AI IN PATHOLOGY MARKET, BY NEURAL NETWORK, 2021-2028 (USD MILLION)
        • Table REST OF EUROPE: AI IN PATHOLOGY MARKET, BY APPLICATION, 2021-2028 (USD MILLION)
        • Table REST OF EUROPE: AI IN PATHOLOGY MARKET, BY END USER, 2021-2028 (USD MILLION)
    • ASIA PACIFIC
      • Table ASIA PACIFIC: AI IN PATHOLOGY MARKET, BY COUNTRY, 2021-2028 (USD MILLION)
      • Table ASIA PACIFIC: AI IN PATHOLOGY MARKET, BY COMPONENT, 2021-2028 (USD MILLION)
      • Table ASIA PACIFIC: AI IN PATHOLOGY MARKET, BY NEURAL NETWORK, 2021-2028 (USD MILLION)
      • Table ASIA PACIFIC: AI IN PATHOLOGY MARKET, BY APPLICATION, 2021-2028 (USD MILLION)
      • Table ASIA PACIFIC: AI IN PATHOLOGY MARKET, BY END USER, 2021-2028 (USD MILLION)
      • ASIA PACIFIC: RECESSION IMPACT
      • CHINA
        • Table CHINA: CANCER INCIDENCE, BY CANCER TYPE, 2020 VS. 2040
        • Table CHINA: AI IN PATHOLOGY MARKET, BY COMPONENT, 2021-2028 (USD MILLION)
        • Table CHINA: AI IN PATHOLOGY MARKET, BY NEURAL NETWORK, 2021-2028 (USD MILLION)
        • Table CHINA: AI IN PATHOLOGY MARKET, BY APPLICATION, 2021-2028 (USD MILLION)
        • Table CHINA: AI IN PATHOLOGY MARKET, BY END USER, 2021-2028 (USD MILLION)
      • JAPAN
        • Table JAPAN: CANCER INCIDENCE, BY CANCER TYPE, 2020 VS. 2040
        • Table JAPAN: AI IN PATHOLOGY MARKET, BY COMPONENT, 2021-2028 (USD MILLION)
        • Table JAPAN: AI IN PATHOLOGY MARKET, BY NEURAL NETWORK, 2021-2028 (USD MILLION)
        • Table JAPAN: AI IN PATHOLOGY MARKET, BY APPLICATION, 2021-2028 (USD MILLION)
        • Table JAPAN: AI IN PATHOLOGY MARKET, BY END USER, 2021-2028 (USD MILLION)
      • REST OF ASIA PACIFIC
        • Table REST OF ASIA PACIFIC: AI IN PATHOLOGY MARKET, BY COMPONENT, 2021-2028 (USD MILLION)
        • Table REST OF ASIA PACIFIC: AI IN PATHOLOGY MARKET, BY NEURAL NETWORK, 2021-2028 (USD MILLION)
        • Table REST OF ASIA PACIFIC: AI IN PATHOLOGY MARKET, BY APPLICATION, 2021-2028 (USD MILLION)
        • Table REST OF ASIA PACIFIC: AI IN PATHOLOGY MARKET, BY END USER, 2021-2028 (USD MILLION)
    • LATIN AMERICA
      • Table LATIN AMERICA: AI IN PATHOLOGY MARKET, BY COMPONENT, 2021-2028 (USD MILLION)
      • Table LATIN AMERICA: AI IN PATHOLOGY MARKET, BY NEURAL NETWORK, 2021-2028 (USD MILLION)
      • Table LATIN AMERICA: AI IN PATHOLOGY MARKET, BY APPLICATION, 2021-2028 (USD MILLION)
      • Table LATIN AMERICA: AI IN PATHOLOGY MARKET, BY END USER, 2021-2028 (USD MILLION)
      • LATIN AMERICA: RECESSION IMPACT
    • MIDDLE EAST & AFRICA
      • Table MIDDLE EAST & AFRICA: AI IN PATHOLOGY MARKET, BY COMPONENT, 2021-2028 (USD MILLION)
      • Table MIDDLE EAST & AFRICA: AI IN PATHOLOGY MARKET, BY NEURAL NETWORK, 2021-2028 (USD MILLION)
      • Table MIDDLE EAST & AFRICA: AI IN PATHOLOGY MARKET, BY APPLICATION, 2021-2028 (USD MILLION)
      • Table MIDDLE EAST & AFRICA: AI IN PATHOLOGY MARKET, BY END USER, 2021-2028 (USD MILLION)
      • MIDDLE EAST & AFRICA: RECESSION IMPACT
  • COMPETITIVE LANDSCAPE
    • INTRODUCTION
    • STRATEGIES OF KEY PLAYERS/RIGHT TO WIN
    • REVENUE ANALYSIS OF TOP MARKET PLAYERS, 2022
    • MARKET RANKING ANALYSIS
    • COMPETITIVE BENCHMARKING
      • Table FOOTPRINT ANALYSIS OF COMPANIES
      • Table PRODUCT FOOTPRINT ANALYSIS (25 COMPANIES)
      • Table APPLICATION FOOTPRINT ANALYSIS (25 COMPANIES)
      • Table REGIONAL FOOTPRINT ANALYSIS (25 COMPANIES)
    • COMPANY EVALUATION MATRIX
      • STARS
      • PERVASIVE PLAYERS
      • EMERGING LEADERS
      • PARTICIPANTS
    • COMPANY EVALUATION MATRIX FOR START-UP/SME PLAYERS
      • PROGRESSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
      • RESPONSIVE COMPANIES
    • COMPETITIVE SCENARIO AND TRENDS
      • PRODUCT LAUNCHES AND APPROVALS
        • Table AI IN PATHOLOGY MARKET: PRODUCT LAUNCHES AND APPROVALS, 2020-2023
      • DEALS
        • Table AI IN PATHOLOGY MARKET: DEALS, 2020-2023
      • OTHER DEVELOPMENTS
        • Table AI IN PATHOLOGY MARKET: OTHER DEVELOPMENTS, 2020-2023
  • COMPANY PROFILES
    • KEY PLAYERS
      • KONINKLIJKE PHILIPS N.V.
        • Table KONINKLIJKE PHILIPS N.V.: BUSINESS OVERVIEW
      • F. HOFFMANN-LA ROCHE LTD.
        • Table F. HOFFMANN-LA ROCHE LTD.: BUSINESS OVERVIEW
      • HOLOGIC, INC.
        • Table HOLOGIC, INC.: BUSINESS OVERVIEW
      • AKOYA BIOSCIENCES, INC.
        • Table AKOYA BIOSCIENCES, INC.: BUSINESS OVERVIEW
      • AIFORIA TECHNOLOGIES PLC
        • Table AIFORIA TECHNOLOGIES PLC: BUSINESS OVERVIEW
      • INDICA LABS INC.
        • Table INDICA LABS INC.: BUSINESS OVERVIEW
      • OPTRASCAN, INC.
        • Table OPTRASCAN, INC.: BUSINESS OVERVIEW
      • IBEX MEDICAL ANALYTICS LTD.
        • Table IBEX MEDICAL ANALYTICS LTD.: BUSINESS OVERVIEW
      • MINDPEAK GMBH
        • Table MINDPEAK GMBH: BUSINESS OVERVIEW
      • TRIBUN HEALTH
        • Table TRIBUN HEALTH: BUSINESS OVERVIEW
      • TECHCYTE, INC.
        • Table TECHCYTE, INC.: BUSINESS OVERVIEW
      • DEEP BIO INC.
        • Table DEEP BIO INC.: BUSINESS OVERVIEW
      • LUMEA INC.
        • Table LUMEA INC.: BUSINESS OVERVIEW
      • VISIOPHARM
        • Table VISIOPHARM: BUSINESS OVERVIEW
      • AETHER AI
        • Table AETHER AI: BUSINESS OVERVIEW
      • AIOSYN
        • Table AIOSYN: BUSINESS OVERVIEW
      • PAIGE AI, INC.
        • Table PAIGE AI, INC.: BUSINESS OVERVIEW
      • PROSCIA, INC.
        • Table PROSCIA, INC.: BUSINESS OVERVIEW
      • PATHAI, INC.
        • Table PATHAI, INC.: BUSINESS OVERVIEW
      • TEMPUS LABS, INC.
        • Table TEMPUS LABS, INC.: BUSINESS OVERVIEW
    • OTHER PLAYERS
      • KONFOONG BIOINFORMATION TECH CO., LTD.
      • DOMORE DIAGNOSTICS AS
      • VERILY LIFE SCIENCES, LLC
      • DEEPPATH
      • 4D PATH INC.
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
    • CUSTOMIZATION OPTIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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