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市场调查报告书
商品编码
1596985

2024 年病理学人工智慧全球市场报告

Artificial Intelligence In Pathology Global Market Report 2024
出版日期: | 出版商: The Business Research Company | 英文 175 Pages | 商品交期: 2-10个工作天内

价格
简介目录

病理学领域的人工智慧市场规模预计在未来几年将快速成长。 2028年，将以13.6%的复合年增长率成长至20.4亿美元。预测期内的预期成长可能与人工智慧在临床试验中的扩展、医疗保健基础设施的改善、跨学科合作、明确的道德准则的建立以及基于人工智慧的预测分析的进步有关。这段时期预计的主要趋势包括人工智慧驱动的诊断工具的开发、与电子健康记录的整合、电脑辅助诊断（CAD）、人工智慧主导的生物标记发现以及基因组资料的整合。

对个人化医疗不断增长的需求预计将推动未来病理学人工智慧市场的扩张。个人化医疗是指根据每个患者的特征、需求和偏好定制治疗和医疗保健。这种不断增长的需求是由于能够根据个人的遗传特征、生活方式因素和特定疾病特征量身定制治疗方法，从而提高疗效并最大限度地减少副作用。病理学中的人工智慧 (AI) 可以更准确、更有效率地分析医疗图像和遗传资料，以便更准确地诊断、识别疾病亚型并根据患者独特的生物学特征提供客製化治疗。正在为个人化医疗做出贡献。例如，根据美国专业会员组织个人化医疗联盟2023年2月发布的报告，2022年将有12种新的个人化药物核准，约占所有新治疗方法的34%，较2022年大幅增加。 。因此，个人化医疗需求的不断增长已成为推动人工智慧病理市场成长的关键因素。

病理学市场人工智慧的主要企业专注于创建先进的解决方案，包括尖端的癌症检测工具，以提高诊断准确性、简化工作流程并改善患者治疗结果。这些先进的癌症检测工具利用人工智慧，透过机器学习演算法和深度学习模型来分析医学影像和病理切片，从而提高肿瘤检测和分类的准确性。例如，2022年3月，美国数位病理公司Paige.ai发布了Paige淋巴结模组，可以帮助病理学家检测已经扩散到淋巴结的乳癌。该工具检测各种大小的乳癌转移（包括小型微转移）的灵敏度超过98%，并采用专有的TissueMap 突出显示淋巴结切片上的可疑区域以检测病理学，从而显着提高了医学检查的效率和准确性。

目录

第一章执行摘要

第二章 市场特点

第三章 市场趋势与策略

第四章宏观经济情景

  • 高通膨对市场的影响
  • 乌克兰与俄罗斯战争对市场的影响
  • COVID-19 对市场的影响

第五章世界市场规模与成长

  • 全球病理学市场人工智慧：驱动因素与限制因素
    • 市场驱动因素
    • 市场限制因素
  • 全球病理学人工智慧市场表现：规模与成长，2018-2023
  • 全球病理学人工智慧市场预测：规模和成长，2023-2028，2033F

第六章 市场细分

  • 全球病理学市场人工智慧：按组件分類的表现和预测，2018-2023、2023-2028F、2033F
  • 软体
  • 扫描器
  • 全球病理学人工智慧市场：神经网路的表现与预测，2018-2023、2023-2028F、2033F
  • 生成对抗网络
  • 卷积类神经网路
  • 传统神经网络
  • 循环神经网络
  • 其他神经网络
  • 全球病理学人工智慧市场：按应用、实际和预测，2018-2023、2023-2028F、2033F
  • 药物发现
  • 疾病诊断与预后
  • 临床工作流程
  • 培训和教育
  • 全球病理学市场人工智慧：最终用户的表现和预测，2018-2023、2023-2028F、2033F
  • 製药和生物技术公司
  • 医院和实验室
  • 学术研究所

第 7 章 区域/国家分析

  • 全球病理学人工智慧市场：按地区分類的表现和预测，2018-2023、2023-2028F、2033F
  • 全球病理学人工智慧市场：按国家、绩效和预测，2018-2023、2023-2028F、2033F

第八章亚太市场

第九章 中国市场

第十章 印度市场

第十一章 日本市场

第十二章 澳洲市场

第十三章 印尼市场

第14章 韩国市场

第十五章 西欧市场

第十六章英国市场

第十七章 德国市场

第十八章 法国市场

第十九章 义大利市场

第20章 西班牙市场

第21章 东欧市场

第22章 俄罗斯市场

第23章 北美市场

第24章美国市场

第25章加拿大市场

第26章 南美洲市场

第27章 巴西市场

第28章 中东市场

第29章 非洲市场

第三十章 竞争格局及公司概况

  • 病理学人工智慧市场：竞争格局
  • 病理学人工智慧市场：公司简介
    • F. Hoffmann-La Roche Ltd
    • Koninklijke Philips NV
    • Hamamatsu Photonics KK
    • Leica Biosystems
    • Tempus Labs Inc.

第31章 其他大型创新企业

  • 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章竞争基准化分析

第 33 章. 竞争对手仪表板

第三十四章 重大併购

第35章前瞻性与潜力分析

第36章附录

简介目录
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.

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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.

Table of Contents

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

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer