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1596985

2024 年病理學人工智慧全球市場報告

Artificial Intelligence In Pathology Global Market Report 2024

出版日期: 2024年11月25日 | 出版商:

The Business Research Company | 英文 175 Pages | 商品交期: 2-10個工作天內

價格

簡介目錄

病理學領域的人工智慧市場規模預計在未來幾年將快速成長。 2028年，將以13.6%的複合年成長率成長至20.4億美元。預測期內的預期成長可能與人工智慧在臨床試驗中的擴展、醫療保健基礎設施的改善、跨學科合作、明確的道德準則的建立以及基於人工智慧的預測分析的進步有關。這段時期預計的主要趨勢包括人工智慧驅動的診斷工具的開發、與電子健康記錄的整合、電腦輔助診斷（CAD）、人工智慧主導的生物標記發現以及基因組資料的整合。

對個人化醫療不斷成長的需求預計將推動未來病理學人工智慧市場的擴張。個人化醫療是指根據每個患者的特徵、需求和偏好客製化治療和醫療保健。這種不斷成長的需求是由於能夠根據個人的遺傳特徵、生活方式因素和特定疾病特徵量身定做治療方法，從而提高療效並最大限度地減少副作用。病理學中的人工智慧 (AI) 可以更準確、更有效率地分析醫療圖像和遺傳資料，以便更準確地診斷、識別疾病亞型並根據患者獨特的生物學特徵提供客製化治療。正在為個人化醫療做出貢獻。例如，根據美國專業會員組織個人化醫療聯盟2023年2月發布的報告，2022年將有12種新的個人化藥物核准，約佔所有新治療方法的34%，較2022年大幅增加。。因此，個人化醫療需求的不斷成長已成為推動人工智慧病理市場成長的關鍵因素。

病理學市場人工智慧的主要企業專注於創建先進的解決方案，包括尖端的癌症檢測工具，以提高診斷準確性、簡化工作流程並改善患者治療結果。這些先進的癌症檢測工具利用人工智慧，透過機器學習演算法和深度學習模型來分析醫學影像和病理切片，從而提高腫瘤檢測和分類的準確性。例如，2022年3月，美國數位病理公司Paige.ai發布了Paige淋巴結模組，可以幫助病理學家檢測已經擴散到淋巴結的乳癌。該工具檢測各種大小的乳癌轉移（包括小型微轉移）的靈敏度超過98%，並採用專有的TissueMap 突出顯示淋巴結切片上的可疑區域以檢測病理學，從而顯著提高了醫學檢查的效率和準確性。

全球病理學市場人工智慧：按組件分類的表現和預測，2018-2023、2023-2028F、2033F
軟體
掃描器
全球病理學人工智慧市場：神經網路的表現與預測，2018-2023、2023-2028F、2033F
生成對抗網路
卷積類神經網路
傳統神經網路
循環神經網路
其他神經網路
全球病理學人工智慧市場：按應用、實際和預測，2018-2023、2023-2028F、2033F
藥物發現
疾病診斷與預後
臨床工作流程
培訓和教育
全球病理學市場人工智慧：最終用戶的表現和預測，2018-2023、2023-2028F、2033F
製藥和生物技術公司
醫院和實驗室
學術研究所

第 7 章區域/國家分析

全球病理學人工智慧市場：按地區分類的表現和預測，2018-2023、2023-2028F、2033F
全球病理學人工智慧市場：按國家、績效和預測，2018-2023、2023-2028F、2033F

第8章亞太市場

第9章中國市場

第10章印度市場

第11章日本市場

第12章澳洲市場

第13章印尼市場

第14章韓國市場

第15章西歐市場

第16章英國市場

第17章德國市場

第18章法國市場

第19章義大利市場

第20章西班牙市場

第21章東歐市場

第22章俄羅斯市場

第23章北美市場

第24章美國市場

第25章加拿大市場

第26章南美洲市場

第27章巴西市場

第28章中東市場

第29章非洲市場

第30章競爭格局及公司概況

病理學人工智慧市場：競爭格局
病理學人工智慧市場：公司簡介
- F. Hoffmann-La Roche Ltd
- Koninklijke Philips NV
- Hamamatsu Photonics KK
- Leica Biosystems
- Tempus Labs Inc.

第31章其他大型創新企業

Spectra AB
Lunit Inc.
Paige AI Inc.
Inspirata Inc.
Indica Labs Inc.
Flagship Biosciences Inc
Proscia Inc.
Aiforia Technologies Oy
Lumea Inc.
Optrascan Inc.
PathAI Inc.
Visiopharm A/S
Ibex Medical Analytics Ltd.
BioSymetrics Inc.
Deep Bio Inc.

第32章競爭基準化分析

第 33 章. 競爭對手儀表板

第34章重大併購

第35章前瞻性與潛力分析

第36章附錄

簡介目錄

Product Code: r20134

Artificial intelligence (AI) in pathology refers to the application of machine learning algorithms and deep learning models to assist in the analysis of medical images, pattern recognition, and disease diagnosis. AI aids pathologists by automating tasks such as slide analysis, tumor detection, and grading, thereby enhancing diagnostic accuracy and efficiency. It also enables quicker processing of large datasets, which is essential for personalized medicine.

The primary components of artificial intelligence in pathology include software and scanners. Software consists of a collection of programs and algorithms specifically designed to perform tasks related to pathology, such as analyzing medical images, managing data, and supporting diagnostic and research activities. This technology employs various types of neural networks, including generative adversarial networks, convolutional neural networks, conventional neural networks, recurrent neural networks, and others. AI in pathology is utilized in drug discovery, disease diagnosis and prognosis, clinical workflows, as well as training and education. The users of these technologies encompass pharmaceutical and biotechnology companies, hospitals and reference laboratories, and academic and research institutions.

The artificial intelligence in pathology market research report is one of a series of new reports from The Business Research Company that provides artificial intelligence in pathology market statistics, including artificial intelligence in pathology industry global market size, regional shares, competitors with a artificial intelligence in pathology market share, detailed artificial intelligence in pathology market segments, market trends and opportunities, and any further data you may need to thrive in the artificial intelligence in pathology industry. This artificial intelligence in pathology market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The artificial intelligence in pathology market size has grown rapidly in recent years. It will grow from $1.08 billion in 2023 to $1.22 billion in 2024 at a compound annual growth rate (CAGR) of 13.5%. The growth observed during the historical period can be attributed to the rising prevalence of diseases, increased funding initiatives, greater use of telemedicine, enhanced government initiatives, and a growing demand for pathology services.

The artificial intelligence in pathology market size is expected to see rapid growth in the next few years. It will grow to $2.04 billion in 2028 at a compound annual growth rate (CAGR) of 13.6%. The anticipated growth during the forecast period can be linked to the expansion of AI in clinical trials, the development of healthcare infrastructure, interdisciplinary collaborations, the establishment of clear ethical guidelines, and the advancement of AI-based predictive analytics. Key trends expected in this period include the development of AI-powered diagnostic tools, integration with electronic health records, computer-aided diagnosis (CAD), AI-driven biomarker discovery, and the incorporation of genomic data.

The growing demand for personalized medicine is projected to drive the expansion of the artificial intelligence in pathology market in the future. Personalized medicine involves tailoring medical treatment and healthcare to the unique characteristics, needs, and preferences of each patient. This rising need is attributed to the ability to customize treatments based on individual genetic profiles, lifestyle factors, and specific disease characteristics, thereby enhancing efficacy and minimizing adverse effects. Artificial intelligence (AI) in pathology contributes to personalized medicine by facilitating more accurate and efficient analyses of medical images and genetic data, allowing for more precise diagnoses, improved identification of disease subtypes, and tailored treatment plans that align with a patient's unique biological profile. For instance, a report from the Personalized Medicine Coalition, a US-based professional membership organization, revealed in February 2023 that 12 new personalized medicines were approved in 2022, accounting for about 34% of all new therapies, marking a significant increase compared to previous years. Therefore, the growing demand for personalized medicine is a key factor driving the growth of the artificial intelligence in pathology market.

Leading companies in the artificial intelligence in pathology market are focusing on creating advanced solutions, such as cutting-edge cancer detection tools, to improve diagnostic accuracy, streamline workflows, and enhance patient outcomes. These advanced cancer detection tools utilize AI, leveraging machine learning algorithms and deep learning models to analyze medical images and pathology slides, thereby increasing the accuracy of tumor detection and classification. For example, in March 2022, Paige.ai, a US-based digital pathology company, launched the Paige Lymph Node Module to assist pathologists in detecting breast cancer metastases in lymph nodes. This tool features over 98% sensitivity in detecting breast cancer metastases of any size, including small micrometastases, and employs a proprietary TissueMap to highlight suspicious areas on lymph node slides, enhancing the efficiency and accuracy of pathologists' reviews while significantly reducing the time needed for analysis.

In March 2023, Clarapath, a US-based medical robotics firm, acquired Crosscope for an undisclosed amount. This acquisition aims to enhance Crosscope's digital pathology platform by integrating advanced workflow tools and AI capabilities with Clarapath's automated tissue sectioning system, ultimately improving efficiency and accuracy in pathology laboratories. Crosscope is a US-based company that develops a digital pathology imaging platform that incorporates artificial intelligence to enhance analysis and diagnostics in the field of pathology.

Major companies operating in the artificial intelligence in pathology market are F. Hoffmann-La Roche Ltd, Koninklijke Philips N.V., Hamamatsu Photonics K.K., Leica Biosystems, Tempus Labs Inc., Spectra AB, Lunit Inc., Paige AI Inc., Inspirata Inc., Indica Labs Inc., Flagship Biosciences Inc, Proscia Inc., Aiforia Technologies Oy, Lumea Inc., Optrascan Inc., PathAI Inc., Visiopharm A/S, Ibex Medical Analytics Ltd., BioSymetrics Inc., Deep Bio Inc., Konfoong Biotech International Co Ltd., Mindpeak GmbH, Qritive Inc., Vuno Inc.

Asia-Pacific was the largest region in the artificial intelligence in pathology market in 2023. North America is expected to be the fastest-growing region in the forecast period. The regions covered in the artificial intelligence in pathology market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the artificial intelligence in pathology market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The artificial intelligence in pathology market consists of revenues earned by entities by providing services such as automated diagnostics, image analysis and interpretation, workflow optimization, and remote and telepathology. The market value includes the value of related goods sold by the service provider or included within the service offering. The artificial intelligence in pathology market also includes sales of high-resolution scanners, graphics processing units (GPUs), workstations, and storage systems. Values in this market are 'factory gate' values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Artificial Intelligence In Pathology Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on artificial intelligence in pathology market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
Understand how the market has been affected by the COVID-19 and how it is responding as the impact of the virus abates.
Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
Measure the impact of high global inflation on market growth.
Create regional and country strategies on the basis of local data and analysis.
Identify growth segments for investment.
Outperform competitors using forecast data and the drivers and trends shaping the market.
Understand customers based on the latest market shares.
Benchmark performance against key competitors.
Suitable for supporting your internal and external presentations with reliable high quality data and analysis
Report will be updated with the latest data and delivered to you within 3-5 working days of order along with an Excel data sheet for easy data extraction and analysis.
All data from the report will also be delivered in an excel dashboard format.

Where is the largest and fastest growing market for artificial intelligence in pathology ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The artificial intelligence in pathology market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

The market characteristics section of the report defines and explains the market.
The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of COVID-19 on supply chains and consumption patterns.

Market segmentations break down the market into sub markets.
The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets Covered:1) By Component: Software; Scanners
2) By Neural Network: Generative Adversarial Networks; Convolutional Neural Networks; Conventional Neural Network; Recurrent Neural Networks; Other Neural Networks
3) By Application: Drug Discovery; Disease Diagnosis And Prognosis; Clinical Workflow; Training And Education
4) By End User: Pharmaceutical And Biotechnology Companies; Hospitals And Reference Laboratories; Academic And Research Institutes
Companies Mentioned: F. Hoffmann-La Roche Ltd; Koninklijke Philips N.V.; Hamamatsu Photonics K.K.; Leica Biosystems; Tempus Labs Inc.
Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
Time series: Five years historic and ten years forecast.
Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
Delivery format: PDF, Word and Excel Data Dashboard.

1. Executive Summary

2. Artificial Intelligence In Pathology Market Characteristics

3. Artificial Intelligence In Pathology Market Trends And Strategies

4. Artificial Intelligence In Pathology Market - Macro Economic Scenario

4.1. Impact Of High Inflation On The Market
4.2. Ukraine-Russia War Impact On The Market
4.3. COVID-19 Impact On The Market

5. Global Artificial Intelligence In Pathology Market Size and Growth

5.1. Global Artificial Intelligence In Pathology Market Drivers and Restraints
- 5.1.1. Drivers Of The Market
- 5.1.2. Restraints Of The Market
5.2. Global Artificial Intelligence In Pathology Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
5.3. Global Artificial Intelligence In Pathology Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Artificial Intelligence In Pathology Market Segmentation

6.1. Global Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Software
Scanners
6.2. Global Artificial Intelligence In Pathology Market, Segmentation By Neural Network, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Generative Adversarial Networks
Convolutional Neural Networks
Conventional Neural Network
Recurrent Neural Networks
Other Neural Networks
6.3. Global Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Drug Discovery
Disease Diagnosis And Prognosis
Clinical Workflow
Training And Education
6.4. Global Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Pharmaceutical And Biotechnology Companies
Hospitals And Reference Laboratories
Academic And Research Institutes

7. Artificial Intelligence In Pathology Market Regional And Country Analysis

7.1. Global Artificial Intelligence In Pathology Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
7.2. Global Artificial Intelligence In Pathology Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Artificial Intelligence In Pathology Market

8.1. Asia-Pacific Artificial Intelligence In Pathology Market Overview
Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
8.2. Asia-Pacific Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.3. Asia-Pacific Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.4. Asia-Pacific Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Artificial Intelligence In Pathology Market

9.1. China Artificial Intelligence In Pathology Market Overview
9.2. China Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.3. China Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.4. China Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Artificial Intelligence In Pathology Market

10.1. India Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.2. India Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.3. India Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Artificial Intelligence In Pathology Market

11.1. Japan Artificial Intelligence In Pathology Market Overview
11.2. Japan Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.3. Japan Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.4. Japan Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Artificial Intelligence In Pathology Market

12.1. Australia Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.2. Australia Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.3. Australia Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Artificial Intelligence In Pathology Market

13.1. Indonesia Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.2. Indonesia Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.3. Indonesia Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Artificial Intelligence In Pathology Market

14.1. South Korea Artificial Intelligence In Pathology Market Overview
14.2. South Korea Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.3. South Korea Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.4. South Korea Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Artificial Intelligence In Pathology Market

15.1. Western Europe Artificial Intelligence In Pathology Market Overview
15.2. Western Europe Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.3. Western Europe Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.4. Western Europe Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Artificial Intelligence In Pathology Market

16.1. UK Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.2. UK Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.3. UK Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Artificial Intelligence In Pathology Market

17.1. Germany Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.2. Germany Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.3. Germany Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Artificial Intelligence In Pathology Market

18.1. France Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.2. France Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.3. France Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Artificial Intelligence In Pathology Market

19.1. Italy Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.2. Italy Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.3. Italy Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Artificial Intelligence In Pathology Market

20.1. Spain Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.2. Spain Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.3. Spain Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Artificial Intelligence In Pathology Market

21.1. Eastern Europe Artificial Intelligence In Pathology Market Overview
21.2. Eastern Europe Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.3. Eastern Europe Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.4. Eastern Europe Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Artificial Intelligence In Pathology Market

22.1. Russia Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.2. Russia Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.3. Russia Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Artificial Intelligence In Pathology Market

23.1. North America Artificial Intelligence In Pathology Market Overview
23.2. North America Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.3. North America Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.4. North America Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Artificial Intelligence In Pathology Market

24.1. USA Artificial Intelligence In Pathology Market Overview
24.2. USA Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.3. USA Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.4. USA Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Artificial Intelligence In Pathology Market

25.1. Canada Artificial Intelligence In Pathology Market Overview
25.2. Canada Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.3. Canada Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.4. Canada Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Artificial Intelligence In Pathology Market

26.1. South America Artificial Intelligence In Pathology Market Overview
26.2. South America Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.3. South America Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.4. South America Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Artificial Intelligence In Pathology Market

27.1. Brazil Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.2. Brazil Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.3. Brazil Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Artificial Intelligence In Pathology Market

28.1. Middle East Artificial Intelligence In Pathology Market Overview
28.2. Middle East Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.3. Middle East Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.4. Middle East Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Artificial Intelligence In Pathology Market

29.1. Africa Artificial Intelligence In Pathology Market Overview
29.2. Africa Artificial Intelligence In Pathology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.3. Africa Artificial Intelligence In Pathology Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.4. Africa Artificial Intelligence In Pathology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Artificial Intelligence In Pathology Market Competitive Landscape And Company Profiles

30.1. Artificial Intelligence In Pathology Market Competitive Landscape
30.2. Artificial Intelligence In Pathology Market Company Profiles
- 30.2.1. F. Hoffmann-La Roche Ltd
  - 30.2.1.1. Overview
  - 30.2.1.2. Products and Services
  - 30.2.1.3. Strategy
  - 30.2.1.4. Financial Performance
- 30.2.2. Koninklijke Philips N.V.
  - 30.2.2.1. Overview
  - 30.2.2.2. Products and Services
  - 30.2.2.3. Strategy
  - 30.2.2.4. Financial Performance
- 30.2.3. Hamamatsu Photonics K.K.
  - 30.2.3.1. Overview
  - 30.2.3.2. Products and Services
  - 30.2.3.3. Strategy
  - 30.2.3.4. Financial Performance
- 30.2.4. Leica Biosystems
  - 30.2.4.1. Overview
  - 30.2.4.2. Products and Services
  - 30.2.4.3. Strategy
  - 30.2.4.4. Financial Performance
- 30.2.5. Tempus Labs Inc.
  - 30.2.5.1. Overview
  - 30.2.5.2. Products and Services
  - 30.2.5.3. Strategy
  - 30.2.5.4. Financial Performance

31. Artificial Intelligence In Pathology Market Other Major And Innovative Companies

31.1. Spectra AB
31.2. Lunit Inc.
31.3. Paige AI Inc.
31.4. Inspirata Inc.
31.5. Indica Labs Inc.
31.6. Flagship Biosciences Inc
31.7. Proscia Inc.
31.8. Aiforia Technologies Oy
31.9. Lumea Inc.
31.10. Optrascan Inc.
31.11. PathAI Inc.
31.12. Visiopharm A/S
31.13. Ibex Medical Analytics Ltd.
31.14. BioSymetrics Inc.
31.15. Deep Bio Inc.

32. Global Artificial Intelligence In Pathology Market Competitive Benchmarking

33. Global Artificial Intelligence In Pathology Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Artificial Intelligence In Pathology Market

35. Artificial Intelligence In Pathology Market Future Outlook and Potential Analysis

35.1 Artificial Intelligence In Pathology Market In 2028 - Countries Offering Most New Opportunities
35.2 Artificial Intelligence In Pathology Market In 2028 - Segments Offering Most New Opportunities
35.3 Artificial Intelligence In Pathology Market In 2028 - Growth Strategies
- 35.3.1 Market Trend Based Strategies
- 35.3.2 Competitor Strategies