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病理学における人工知能の世界市場レポート 2024年

Artificial Intelligence In Pathology Global Market Report 2024


出版日
ページ情報
英文 175 Pages
納期
2~10営業日
カスタマイズ可能
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=152.30円
病理学における人工知能の世界市場レポート 2024年
出版日: 2024年11月25日
発行: The Business Research Company
ページ情報: 英文 175 Pages
納期: 2~10営業日
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  • 概要
  • 目次
概要

病理学における人工知能市場規模は、今後数年で急成長が見込まれます。2028年にはCAGR13.6%で20億4,000万米ドルに成長します。予測期間中に予想される成長は、臨床試験におけるAIの拡大、ヘルスケアインフラの整備、学際的コラボレーション、明確な倫理的ガイドラインの確立、AIベースの予測分析の進展と関連付けることができます。この期間に予想される主な動向には、AIを活用した診断ツールの開発、電子カルテとの統合、コンピュータ支援診断(CAD)、AI主導のバイオマーカー発見、ゲノムデータの取り込みなどがあります。

個別化医療に対する需要の高まりが、今後の病理学における人工知能市場の拡大を牽引すると予測されます。個別化医療とは、患者一人ひとりの特性、ニーズ、嗜好に合わせて治療やヘルスケアをカスタマイズすることです。このニーズの高まりは、個人の遺伝子プロファイル、ライフスタイル要因、特定の疾患特性に基づいて治療をカスタマイズし、それによって有効性を高め、副作用を最小限に抑える能力に起因しています。病理学における人工知能(AI)は、医用画像や遺伝子データをより正確かつ効率的に分析し、より正確な診断、疾患サブタイプの同定、患者固有の生物学的プロファイルに沿ったオーダーメイドの治療計画を可能にすることで、個別化医療に貢献しています。例えば、米国を拠点とする専門家会員組織である個別化医療連合(Personalized Medicine Coalition)が2023年2月に発表した報告書によると、2022年に新たに承認された個別化医薬品は12品目で、新治療法全体の約34%を占め、以前に比べて大幅に増加していることが明らかになった。したがって、個別化医療に対する需要の高まりは、病理学における人工知能市場の成長を促進する重要な要因となっています。

病理学における人工知能市場の主要企業は、診断精度の向上、ワークフローの合理化、患者の転帰の改善を目的として、最先端のがん検出ツールなどの先進的なソリューションの創出に注力しています。これらの先進的ながん検出ツールはAIを活用し、機械学習アルゴリズムやディープラーニングモデルを活用して医療画像や病理スライドを解析することで、腫瘍の検出や分類の精度を高めています。例えば、米国のデジタル病理診断会社Paige.aiは2022年3月、病理医がリンパ節に転移した乳がんを検出するのを支援するPaige Lymph Node Moduleを発表しました。このツールは、小さな微小転移を含むあらゆるサイズの乳がん転移を98%以上の感度で検出できるのが特徴で、独自のTissueMapを採用してリンパ節スライド上の疑わしい領域を強調表示することで、病理医のレビューの効率と精度を高めるとともに、解析に要する時間を大幅に短縮します。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 マクロ経済シナリオ

  • 高インフレが市場に与える影響
  • ウクライナ・ロシア戦争が市場に与える影響
  • COVID-19による市場への影響

第5章 世界の市場規模と成長

  • 世界の病理学における人工知能市場:促進要因と抑制要因
    • 市場促進要因
    • 市場抑制要因
  • 世界の病理学における人工知能市場の実績:規模と成長, 2018-2023
  • 世界の病理学における人工知能市場の予測:規模と成長, 2023-2028, 2033F

第6章 市場セグメンテーション

  • 世界の病理学における人工知能市場:コンポーネント別、実績と予測, 2018-2023, 2023-2028F, 2033F
  • ソフトウェア
  • スキャナー
  • 世界の病理学における人工知能市場:ニューラルネットワーク別、実績と予測, 2018-2023, 2023-2028F, 2033F
  • 敵対的生成ネットワーク
  • 畳み込みニューラルネットワーク
  • 従来のニューラルネットワーク
  • リカレントニューラルネットワーク
  • その他のニューラルネットワーク
  • 世界の病理学における人工知能市場:用途別、実績と予測, 2018-2023, 2023-2028F, 2033F
  • 創薬
  • 病気の診断と予後
  • 臨床ワークフロー
  • トレーニングと教育
  • 世界の病理学における人工知能市場:エンドユーザー別、実績と予測, 2018-2023, 2023-2028F, 2033F
  • 製薬およびバイオテクノロジー企業
  • 病院および検査機関
  • 学術研究機関

第7章 地域別・国別分析

  • 世界の病理学における人工知能市場:地域別、実績と予測, 2018-2023, 2023-2028F, 2033F
  • 世界の病理学における人工知能市場:国別、実績と予測, 2018-2023, 2023-2028F, 2033F

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

  • 病理学における人工知能市場:競合情勢
  • 病理学における人工知能市場:企業プロファイル
    • F. Hoffmann-La Roche Ltd
    • Koninklijke Philips N.V.
    • Hamamatsu Photonics K.K.
    • Leica Biosystems
    • Tempus Labs Inc.

第31章 その他の大手企業と革新的企業

  • 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 競合ベンチマーキング

第33章 競合ダッシュボード

第34章 主要な合併と買収

第35章 将来の見通しと潜在的な分析

第36章 付録

目次
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