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1421775

病理學市場中的人工智慧、份額、規模、趨勢、行業分析報告：按組件、按神經網路、按應用、按最終用戶、按地區、按細分市場、預測，2023-2032 年

AI in Pathology Market Share, Size, Trends, Industry Analysis Report, By Component (Software, Scanners); By Neural Network; By Application; By End User; By Region; Segment Forecast, 2023- 2032
出版日期: | 出版商: Polaris Market Research | 英文 116 Pages | 商品交期: 最快1-2個工作天內

價格

根據Polaris Market Research的最新研究，到2032年，全球病理學人工智慧市場規模預計將達到8,971萬美元。 該報告提供了對當前市場動態的詳細洞察，並對未來市場成長進行了分析。

最初，病理學家使用顯微鏡來檢查病理切片。 視覺觀察和主觀解釋已無法有效防止觀察者內部和觀察者之間的差異。 自動化方法主要透過數位影像來提高結果的速度和準確性。 2022 年在 PubMed Central 上發表的一項最新研究評估了人工智慧在病理學中的應用以及趨勢和挑戰。

人工智慧在電腦應用中的使用正在增加，並獲得了病理學家的支持。 人工智慧的進步以及深度學習正在使數位病理學支援的基於影像的診斷成為可能。 此外，病理學家使用人工智慧將節省時間並減少錯誤，推動其在未來幾年主要在高病例量實驗室中使用。

數位病理學實驗室在全球範圍內的日益普及正在促進人工智慧在病理學各種任務中的使用。 2023 年發表的一項研究重點是重新思考病理實驗室的數位化。 闡明了數位化的好處，例如減少解釋案件所需的時間以及減少第二意見的需要。 數位病理學利用機器學習和人工智慧來識別疾病、症狀和疾病，使診斷過程更快、更有效率。 這使得科學家和醫生能夠選擇最佳的治療方法，從而改善患者的治療結果。

隨著研究人員出面證實人工智慧在病理學中的可靠性，未來幾年醫生對人工智慧的認識可能會提高，採用率也會提高。

人工智慧在病理學市場報告中的亮點

由於先進的演算法和診斷方面的改進，預計軟體領域將在未來幾年實現最高成長。

隨著人工智慧在影像分析中的應用，傳統的神經網路領域佔據了最大的市場份額。

由於能夠提供個人化藥物治療，藥物發現部門預計將佔收入的更大份額。

由於病理相關病例數量較多，預計醫院和標準實驗室部門將出現強勁成長。

由於醫療保健人工智慧市場的成長，預計亞太地區在研究期間將實現最高的成長率。

目錄

第一章簡介

第 2 章執行摘要

第三章研究方法

第 4 章全球病理學中的人工智慧市場洞察

  • 人工智慧在病理學中的應用 - 產業概況
  • 人工智慧在病理學市場動態中的應用
    • 推動者和機會
      • 疾病的全球傳播正在推動人工智慧的使用
      • 透過人工智慧的整合在精準醫療領域取得進展
    • 抑制因素和挑戰
      • 整合挑戰與工作流程中斷
  • 杵分析
  • 病理產業人工智慧的趨勢
  • 價值鏈分析
  • COVID-19 感染的影響分析

第五章全球病理學人工智慧市場（按神經網路）

  • 主要發現
  • 簡介
  • 生成對抗網路 (GANS)
  • 卷積神經網路 (CNN)
  • 循環神經網路 (RNN)
  • 其他

第 6 章全球病理學人工智慧市場（按組成部分）

  • 主要發現
  • 簡介
  • 軟體
  • 掃描儀

第七章全球病理學人工智慧市場（按應用）

  • 主要發現
  • 簡介
  • 藥物發現
  • 疾病診斷與預後
  • 臨床工作流程
  • 培訓和教育

第 8 章全球病理學人工智慧市場（依最終用途）

  • 主要發現
  • 簡介
  • 製藥和生技公司
  • 醫院和參考檢測機構
  • 學術研究所

第 9 章全球病理學人工智慧市場（按地區）

  • 主要發現
  • 簡介
    • 2019-2032 年病理學人工智慧市場評估（按地區）
  • 病理學人工智慧市場 - 北美
    • 北美：病理學人工智慧市場，按神經網路劃分，2019-2032 年
    • 北美：病理學人工智慧市場（按最終用途），2019-2032 年
    • 北美：病理學人工智慧市場（按組成部分），2019-2032 年
    • 北美：病理學人工智慧市場（按應用），2019-2032 年
    • 病理學人工智慧市場 - 美國
    • 病理學人工智慧市場 - 加拿大
  • 病理學人工智慧市場 - 歐洲
    • 歐洲：病理學人工智慧市場（按神經網路劃分），2019-2032 年
    • 歐洲：病理學人工智慧市場（按最終用途），2019-2032 年
    • 歐洲：病理學人工智慧市場（按組成部分），2019-2032 年
    • 歐洲：病理學人工智慧市場，按應用劃分，2019-2032 年
    • 病理學人工智慧市場 - 英國
    • 病理學人工智慧市場 - 法國
    • 病理學人工智慧市場 - 德國
    • 病理學人工智慧市場 - 義大利
    • 病理學人工智慧市場 - 西班牙
    • 病理學人工智慧市場 - 荷蘭
    • 病理學人工智慧市場 - 俄羅斯
  • 病理學人工智慧市場 - 亞太地區
    • 亞太地區：病理學人工智慧市場，依神經網路劃分，2019-2032 年
    • 亞太地區：病理學人工智慧市場（按最終用途），2019-2032 年
    • 亞太地區：病理學人工智慧市場（按組成部分），2019-2032 年
    • 亞太地區：病理學人工智慧市場（按應用），2019-2032 年
    • 病理學人工智慧市場 - 中國
    • 病理學人工智慧市場 - 印度
    • 病理學人工智慧市場 - 日本
    • 病理學人工智慧市場 - 馬來西亞
    • 病理學人工智慧市場 - 印度尼西亞
    • 病理學人工智慧市場 - 韓國
  • 病理學人工智慧市場 - 中東和非洲
    • 中東和非洲：病理學人工智慧市場，按神經網路劃分，2019-2032 年
    • 中東和非洲：病理學人工智慧市場（按最終用途），2019-2032 年
    • 中東和非洲：病理學人工智慧市場（按組成部分），2019-2032 年
    • 中東和非洲：病理學人工智慧市場（按應用），2019-2032 年
    • 病理學人工智慧市場 - 沙烏地阿拉伯
    • 病理學人工智慧市場 - 南非
    • 病理學人工智慧市場 - 以色列
    • 病理學人工智慧市場 - 阿拉伯聯合大公國
  • 病理學人工智慧市場 - 拉丁美洲
    • 拉丁美洲：病理學人工智慧市場，按神經網路劃分，2019-2032 年
    • 拉丁美洲：病理學人工智慧市場（按最終用途），2019-2032 年
    • 拉丁美洲：病理學人工智慧市場（按組成部分），2019-2032 年
    • 拉丁美洲：病理學人工智慧市場（按應用），2019-2032 年
    • 病理學人工智慧市場 - 墨西哥
    • 病理學人工智慧市場 - 巴西
    • 病理學人工智慧市場 - 阿根廷

第10章競爭態勢

  • 擴張與收購分析
    • 放大
    • 收購
  • 夥伴關係/協作/協議/揭露

第十一章公司簡介

  • 4D Path
  • Aiforia Technologies
  • Aiosyn
  • Akoya Biosciences
  • deepPath
  • Deep Bio
  • DoMore Diagnostics AS
  • F. Hoffmann-La Roche
  • Hologic
  • Ibex Medical Analytics
  • Indica Labs
  • Konfoong Biotech International
  • Koninklijke Philips N.V.
  • Lumea
  • Mindpeak
Product Code: PM4095

The global AI in pathology market size is expected to reach USD 89.71 million by 2032, according to a new study by Polaris Market Research. The report "AI in pathology Market Share, Size, Trends, Industry Analysis Report, By Component (Software, Scanners); By Neural Network; By Application; By End User; By Region; Segment Forecast, 2024 - 2032" gives a detailed insight into current market dynamics and provides analysis on future market growth.

Initially, pathologists are used to examine pathology slides using microscopes. Visual observation and subjective interpretation have become ineffective in preventing intra- and interobserver disagreement. This facilitated the use of artificial intelligence in pathology, as automated approaches will improve the speed and accuracy of results, primarily through digital imaging. A recent study published in PubMed Central in 2022 evaluated the application of AI in pathology, along with trends and challenges.

The rising use of AI in computer applications is gaining traction among pathologists. The evolution of artificial intelligence, along with deep learning, is enabling image-based diagnosis with a background in digital pathology. Furthermore, the use of artificial intelligence by pathologists will save time and reduce errors, driving its use primarily in laboratories with more cases in the coming years.

The growing adoption of digital pathology laboratories at the global level is driving the use of artificial intelligence in the various tasks in pathology. A study published in 2023 focused on reviewing the digitalization of pathology labs. It revealed the benefits of digitalization, including lower reading time for cases and the need for second opinions. Digital pathology makes the diagnosis process faster and more efficient as it uses machine learning and artificial intelligence for the identification of diseases, symptoms, and ailments. This will enable scientists and doctors to choose the best treatment options, resulting in better patient outcomes.

As researchers come forward to check the reliability of artificial intelligence in pathology, there will be a rise in awareness about it among doctors, which may increase the adoption rate in the next few years.

AI in Pathology Market Report Highlights

The software segment is anticipated to witness the highest growth in the coming years due to advanced algorithms and improved diagnostics.

Conventional neural network segment accounted for the largest market share owing to the application of AI in image analysis.

The drug discovery segment is projected to experience a larger revenue share due to its ability to provide personalized medication.

Hospitals and reference laboratory segments are expected to witness significant growth owing to the prevalence of a higher caseload related to pathology.

Asia Pacific is projected to register the largest growth rate in the study period owing to the growing healthcare AI market.

The global players include: 4D Path, Aiforia Technologies, Aiosyn, Akoya Biosciences, deepPath, Deep Bio, Hologic, Ibex Medical Analytics & Indica Labs.

Polaris Market Research has segmented the AI in pathology market report based on component, neural network, application, end user and region:

AI in Pathology, Component Outlook (Revenue - USD Million, 2019 - 2032)

  • Software
  • Scanners

AI in Pathology, Neural Network Outlook (Revenue - USD Million, 2019 - 2032)

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

AI in Pathology, Application Outlook (Revenue - USD Million, 2019 - 2032)

  • Drug Discovery
  • Disease Diagnosis & Prognosis
  • Clinical Workflow
  • Training & Education

AI in Pathology, End User Outlook (Revenue - USD Million, 2019 - 2032)

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

AI in Pathology, Regional Outlook (Revenue - USD Million, 2019 - 2032)

  • North America
  • U.S.
  • Canada
  • Europe
  • Germany
  • UK
  • France
  • Italy
  • Spain
  • Russia
  • Netherlands
  • Asia Pacific
  • China
  • India
  • Japan
  • South Korea
  • Indonesia
  • Malaysia
  • Latin America
  • Argentina
  • Brazil
  • Mexico
  • Middle East & Africa
  • UAE
  • Saudi Arabia
  • Israel
  • South Africa

Table of Contents

1. Introduction

  • 1.1. Report Description
    • 1.1.1. Objectives of the Study
    • 1.1.2. Market Scope
    • 1.1.3. Assumptions
  • 1.2. Stakeholders

2. Executive Summary

  • 2.1. Market Highlights

3. Research Methodology

  • 3.1. Overview
    • 3.1.1. Data Mining
  • 3.2. Data Sources
    • 3.2.1. Primary Sources
    • 3.2.2. Secondary Sources

4. Global AI in Pathology Market Insights

  • 4.1. AI in Pathology - Industry Snapshot
  • 4.2. AI in Pathology Market Dynamics
    • 4.2.1. Drivers and Opportunities
      • 4.2.1.1. The global spread of diseases is driving the utilization of artificial intelligence
      • 4.2.1.2. Precision medicine advancements through ai integration
    • 4.2.2. Restraints and Challenges
      • 4.2.2.1. Integration challenges and workflow disruptions
  • 4.3. Porter's Five Forces Analysis
    • 4.3.1. Bargaining Power of Suppliers (Moderate)
    • 4.3.2. Threats of New Entrants: (Low)
    • 4.3.3. Bargaining Power of Buyers (Moderate)
    • 4.3.4. Threat of Substitute (Moderate)
    • 4.3.5. Rivalry among existing firms (High)
  • 4.4. PESTLE Analysis
  • 4.5. AI in Pathology Industry Trends
  • 4.6. Value Chain Analysis
  • 4.7. COVID-19 Impact Analysis

5. Global AI in Pathology Market, by Neural Network

  • 5.1. Key Findings
  • 5.2. Introduction
    • 5.2.1. Global AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • 5.3. Generative adversarial networks (GANS)
    • 5.3.1. Global AI in Pathology Market, by Generative adversarial networks (GANS), by Region, 2019-2032 (USD Million)
  • 5.4. Convolutional neural networks (CNNs)
    • 5.4.1. Global AI in Pathology Market, by Convolutional neural networks (CNNs), by Region, 2019-2032 (USD Million)
  • 5.5. Recurrent neural networks (RNNs)
    • 5.5.1. Global AI in Pathology Market, by Recurrent neural networks (RNNs), by Region, 2019-2032 (USD Million)
  • 5.6. Others
    • 5.6.1. Global AI in Pathology Market, by Others, by Region, 2019-2032 (USD Million)

6. Global AI in Pathology Market, by Component

  • 6.1. Key Findings
  • 6.2. Introduction
    • 6.2.1. Global AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • 6.3. Software
    • 6.3.1. Global AI in Pathology Market, by Software, by Region, 2019-2032 (USD Million)
  • 6.4. Scanners
    • 6.4.1. Global AI in Pathology Market, by Scanners, by Region, 2019-2032 (USD Million)

7. Global AI in Pathology Market, by Application

  • 7.1. Key Findings
  • 7.2. Introduction
    • 7.2.1. Global AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • 7.3. Drug Discovery
    • 7.3.1. Global AI in Pathology Market, by Drug Discovery, by Region, 2019-2032 (USD Million)
  • 7.4. Diseax`se Diagnosis & Prognosis
    • 7.4.1. Global AI in Pathology Market, by Diseax`se Diagnosis & Prognosis, by Region, 2019-2032 (USD Million)
  • 7.5. Clinical Workflow
    • 7.5.1. Global AI in Pathology Market, by Clinical Workflow, by Region, 2019-2032 (USD Million)
  • 7.6. Training & Education
    • 7.6.1. Global AI in Pathology Market, by Training & Education, by Region, 2019-2032 (USD Million)

8. Global AI in Pathology Market, by End Use

  • 8.1. Key Findings
  • 8.2. Introduction
    • 8.2.1. Global AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • 8.3. Pharmaceutical & Biotechnology Companies
    • 8.3.1. Global AI in Pathology Market, by Pharmaceutical & Biotechnology Companies, by Region, 2019-2032 (USD Million)
  • 8.4. Hospitals & Reference Laboratories
    • 8.4.1. Global AI in Pathology Market, by Hospitals & Reference Laboratories, by Region, 2019-2032 (USD Million)
  • 8.5. Academic & Research Institutes
    • 8.5.1. Global AI in Pathology Market, by Academic & Research Institutes, by Region, 2019-2032 (USD Million)

9. Global AI in Pathology Market, by Geography

  • 9.1. Key findings
  • 9.2. Introduction
    • 9.2.1. AI in Pathology Market Assessment, By Geography, 2019-2032 (USD Million)
  • 9.3. AI in Pathology Market - North America
    • 9.3.1. North America: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
    • 9.3.2. North America: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
    • 9.3.3. North America: AI in Pathology Market, by Component, 2019-2032 (USD Million)
    • 9.3.4. North America: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.3.5. AI in Pathology Market - U.S.
      • 9.3.5.1. U.S.: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.3.5.2. U.S.: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.3.5.3. U.S.: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.3.5.4. U.S.: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.3.6. AI in Pathology Market - Canada
      • 9.3.6.1. Canada: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.3.6.2. Canada: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.3.6.3. Canada: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.3.6.4. Canada: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • 9.4. AI in Pathology Market - Europe
    • 9.4.1. Europe: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
    • 9.4.2. Europe: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
    • 9.4.3. Europe: AI in Pathology Market, by Component, 2019-2032 (USD Million)
    • 9.4.4. Europe: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.4.5. AI in Pathology Market - UK
      • 9.4.5.1. UK: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.4.5.2. UK: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.4.5.3. UK: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.4.5.4. UK: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.4.6. AI in Pathology Market - France
      • 9.4.6.1. France: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.4.6.2. France: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.4.6.3. France: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.4.6.4. France: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.4.7. AI in Pathology Market - Germany
      • 9.4.7.1. Germany: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.4.7.2. Germany: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.4.7.3. Germany: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.4.7.4. Germany: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.4.8. AI in Pathology Market - Italy
      • 9.4.8.1. Italy: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.4.8.2. Italy: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.4.8.3. Italy: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.4.8.4. Italy: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.4.9. AI in Pathology Market - Spain
      • 9.4.9.1. Spain: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.4.9.2. Spain: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.4.9.3. Spain: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.4.9.4. Spain: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.4.10. AI in Pathology Market - Netherlands
      • 9.4.10.1. Netherlands: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.4.10.2. Netherlands: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.4.10.3. Netherlands: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.4.10.4. Netherlands: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.4.11. AI in Pathology Market - Russia
      • 9.4.11.1. Russia: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.4.11.2. Russia.: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.4.11.3. Russia: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.4.11.4. Russia: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • 9.5. AI in Pathology Market - Asia Pacific
    • 9.5.1. Asia Pacific: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
    • 9.5.2. Asia Pacific: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
    • 9.5.3. Asia Pacific: AI in Pathology Market, by Component, 2019-2032 (USD Million)
    • 9.5.4. Asia Pacific: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.5.5. AI in Pathology Market - China
      • 9.5.5.1. China: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.5.5.2. China.: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.5.5.3. China: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.5.5.4. China: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.5.6. AI in Pathology Market - India
      • 9.5.6.1. India: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.5.6.2. India.: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.5.6.3. India: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.5.6.4. India: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.5.7. AI in Pathology Market - Japan
      • 9.5.7.1. Japan: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.5.7.2. Japan.: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.5.7.3. Japan: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.5.7.4. Japan: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.5.8. AI in Pathology Market - Malaysia
      • 9.5.8.1. Malaysia: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.5.8.2. Malaysia.: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.5.8.3. Malaysia: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.5.8.4. Malaysia: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.5.9. AI in Pathology Market - Indonesia
      • 9.5.9.1. Indonesia: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.5.9.2. Indonesia.: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.5.9.3. Indonesia: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.5.9.4. Indonesia: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.5.10. AI in Pathology Market - South Korea
      • 9.5.10.1. South Korea: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.5.10.2. South Korea.: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.5.10.3. South Korea: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.5.10.4. South Korea: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • 9.6. AI in Pathology Market - Middle East & Africa
    • 9.6.1. Middle East & Africa: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
    • 9.6.2. Middle East & Africa: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
    • 9.6.3. Middle East & Africa: AI in Pathology Market, by Component, 2019-2032 (USD Million)
    • 9.6.4. Middle East & Africa: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.6.5. AI in Pathology Market - Saudi Arabia
      • 9.6.5.1. Saudi Arabia: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.6.5.2. Saudi Arabia: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.6.5.3. Saudi Arabia: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.6.5.4. Saudi Arabia: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.6.6. AI in Pathology Market - South Africa
      • 9.6.6.1. South Africa: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.6.6.2. South Africa: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.6.6.3. South Africa: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.6.6.4. South Africa: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.6.7. AI in Pathology Market - Israel
      • 9.6.7.1. Israel: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.6.7.2. Israel: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.6.7.3. Israel: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.6.7.4. Israel: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.6.8. AI in Pathology Market - UAE
      • 9.6.8.1. UAE: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.6.8.2. UAE: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.6.8.3. UAE: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.6.8.4. UAE: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • 9.7. AI in Pathology Market - Latin America
    • 9.7.1. Latin America: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
    • 9.7.2. Latin America: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
    • 9.7.3. Latin America: AI in Pathology Market, by Component, 2019-2032 (USD Million)
    • 9.7.4. Latin America: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.7.5. AI in Pathology Market - Mexico
      • 9.7.5.1. Mexico: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.7.5.2. Mexico: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.7.5.3. Mexico: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.7.5.4. Mexico: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.7.6. AI in Pathology Market - Brazil
      • 9.7.6.1. Brazil: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.7.6.2. Brazil: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.7.6.3. Brazil: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.7.6.4. Brazil: AI in Pathology Market, by Application, 2019-2032 (USD Million)
    • 9.7.7. AI in Pathology Market - Argentina
      • 9.7.7.1. Argentina: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
      • 9.7.7.2. Argentina: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
      • 9.7.7.3. Argentina: AI in Pathology Market, by Component, 2019-2032 (USD Million)
      • 9.7.7.4. Argentina: AI in Pathology Market, by Application, 2019-2032 (USD Million)

10. Competitive Landscape

  • 10.1. Expansion and Acquisition Analysis
    • 10.1.1. Expansion
    • 10.1.2. Acquisitions
  • 10.2. Partnerships/Collaborations/Agreements/Exhibitions

11. Company Profiles

  • 11.1. 4D Path
    • 11.1.1. Company Overview
    • 11.1.2. Financial Performance
    • 11.1.3. Product Benchmarking
    • 11.1.4. Recent Development
  • 11.2. Aiforia Technologies
    • 11.2.1. Company Overview
    • 11.2.2. Financial Performance
    • 11.2.3. Product Benchmarking
    • 11.2.4. Recent Development
  • 11.3. Aiosyn
    • 11.3.1. Company Overview
    • 11.3.2. Financial Performance
    • 11.3.3. Product Benchmarking
    • 11.3.4. Recent Development
  • 11.4. Akoya Biosciences
    • 11.4.1. Company Overview
    • 11.4.2. Financial Performance
    • 11.4.3. Product Benchmarking
    • 11.4.4. Recent Development
  • 11.5. deepPath
    • 11.5.1. Company Overview
    • 11.5.2. Financial Performance
    • 11.5.3. Product Benchmarking
    • 11.5.4. Recent Development
  • 11.6. Deep Bio
    • 11.6.1. Company Overview
    • 11.6.2. Financial Performance
    • 11.6.3. Product Benchmarking
    • 11.6.4. Recent Development
  • 11.7. DoMore Diagnostics AS
    • 11.7.1. Company Overview
    • 11.7.2. Financial Performance
    • 11.7.3. Product Benchmarking
    • 11.7.4. Recent Development
  • 11.8. F. Hoffmann-La Roche
    • 11.8.1. Company Overview
    • 11.8.2. Financial Performance
    • 11.8.3. Product Benchmarking
    • 11.8.4. Recent Development
  • 11.9. Hologic
    • 11.9.1. Company Overview
    • 11.9.2. Financial Performance
    • 11.9.3. Product Benchmarking
    • 11.9.4. Recent Development
  • 11.10. Ibex Medical Analytics
    • 11.10.1. Company Overview
    • 11.10.2. Financial Performance
    • 11.10.3. Product Benchmarking
    • 11.10.4. Recent Development
  • 11.11. Indica Labs
    • 11.11.1. Company Overview
    • 11.11.2. Financial Performance
    • 11.11.3. Product Benchmarking
    • 11.11.4. Recent Development
  • 11.12. Konfoong Biotech International
    • 11.12.1. Company Overview
    • 11.12.2. Financial Performance
    • 11.12.3. Product Benchmarking
    • 11.12.4. Recent Development
  • 11.13. Koninklijke Philips N.V.
    • 11.13.1. Company Overview
    • 11.13.2. Financial Performance
    • 11.13.3. Product Benchmarking
    • 11.13.4. Recent Development
  • 11.14. Lumea
    • 11.14.1. Company Overview
    • 11.14.2. Financial Performance
    • 11.14.3. Product Benchmarking
    • 11.14.4. Recent Development
  • 11.15. Mindpeak
    • 11.15.1. Company Overview
    • 11.15.2. Financial Performance
    • 11.15.3. Product Benchmarking
    • 11.15.4. Recent Development

List of Tables

  • Table 1 Global AI in Pathology Market, by Neural Network, by Region, 2019-2032 (USD Million)
  • Table 2 Global AI in Pathology Market, by Component, by Region, 2019-2032 (USD Million)
  • Table 3 Global AI in Pathology Market, by Application, by Region, 2019-2032 (USD Million)
  • Table 4 Global AI in Pathology Market, by End Use, by Region, 2019-2032 (USD Million)
  • Table 5 AI in Pathology Market Assessment, By Geography, 2019-2032 (USD Million)
  • Table 6 North America: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 7 North America: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 8 North America: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 9 North America: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 10 U.S.: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 11 U.S.: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 12 U.S.: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 13 U.S.: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 14 Canada: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 15 Canada: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 16 Canada: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 17 Canada: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 18 Europe: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 19 Europe: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 20 Europe: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 21 Europe: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 22 Germany: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 23 Germany: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 24 Germany: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 25 Germany: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 26 France: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 27 France: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 28 France: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 29 France: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 30 UK: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 31 UK: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 32 UK: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 33 UK: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 34 Italy: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 35 Italy: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 36 Italy: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 37 Italy: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 38 Netherlands: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 39 Netherlands: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 40 Netherlands: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 41 Netherlands: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 42 Spain: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 43 Spain: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 44 Spain: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 45 Spain: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 46 Russia: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 47 Russia: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 48 Russia: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 49 Russia: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 50 Asia Pacific: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 51 Asia Pacific: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 52 Asia Pacific: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 53 Asia Pacific: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 54 China: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 55 China: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 56 China: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 57 China: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 58 Japan: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 59 Japan: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 60 Japan: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 61 Japan: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 62 India: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 63 India: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 64 India: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 65 India: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 66 Indonesia: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 67 Indonesia: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 68 Indonesia: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 69 Indonesia: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 70 Malaysia: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 71 Malaysia: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 72 Malaysia: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 73 Malaysia: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 74 South Korea: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 75 South Korea: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 76 South Korea: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 77 South Korea: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 78 Latin America: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 79 Latin America: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 80 Latin America: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 81 Latin America: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 82 Brazil: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 83 Brazil: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 84 Brazil: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 85 Brazil: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 86 Mexico: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 87 Mexico: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 88 Mexico: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 89 Mexico: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 90 Argentina: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 91 Argentina: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 92 Argentina: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 93 Argentina: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 94 Middle East & Africa: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 95 Middle East & Africa: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 96 Middle East & Africa: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 97 Middle East & Africa: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 98 UAE: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 99 UAE: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 100 UAE: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 101 UAE: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 102 Saudi Arabia: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 103 Saudi Arabia: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 104 Saudi Arabia: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 105 Saudi Arabia: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 106 South Africa: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 107 South Africa: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 108 South Africa: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 109 South Africa: AI in Pathology Market, by End Use, 2019-2032 (USD Million)
  • Table 110 Israel: AI in Pathology Market, by Neural Network, 2019-2032 (USD Million)
  • Table 111 Israel: AI in Pathology Market, by Component, 2019-2032 (USD Million)
  • Table 112 Israel: AI in Pathology Market, by Application, 2019-2032 (USD Million)
  • Table 113 Israel: AI in Pathology Market, by End Use, 2019-2032 (USD Million)

List of Figures

  • Figure 1. Global AI in Pathology Market, 2019-2032 (USD Million)
  • Figure 2. Integrated Ecosystem
  • Figure 3. Research Methodology: Top-Down & Bottom-Up End Use
  • Figure 4. Market by Geography
  • Figure 5. Porter's Five Forces
  • Figure 6. Market by Neural Network
  • Figure 7. Global AI in Pathology Market, by Neural Network, 2021 & 2030 (USD Million)
  • Figure 8. Market by End Use
  • Figure 9. Global AI in Pathology Market, by End Use, 2021 & 2030 (USD Million)
  • Figure 10. Market by Component
  • Figure 11. Global AI in Pathology Market, by Component, 2021 & 2030 (USD Million)
  • Figure 12. Market by Application
  • Figure 13. Global AI in Pathology Market, by Application, 2021 & 2030 (USD Million)