Europe AI in Pathology Market Size, Share & Trends Analysis Report By Neural Network, By Application (Drug Discovery, Disease Diagnosis & Prognosis, Clinical Workflow, and Others), By End User, By Component, By Country and Growth Forecast, 2023

List of Tables

The Europe AI in Pathology Market would witness market growth of 15.4% CAGR during the forecast period (2023-2030).

AI in pathology has accelerated the transition toward personalized medicine by enabling the identification of specific biomarkers associated with individual patient profiles. In order to identify unique biomarkers, machine learning algorithms can analyze diverse data sets, including genetic information, pathology images, and clinical records. This facilitates the development of targeted therapies, optimizing therapy plans based on an individual's genetic makeup and disease characteristics. The seamless integration of AI in pathology with electronic health records has streamlined data management and accessibility. This integration enhances the efficiency of healthcare systems by providing a comprehensive view of patient data and facilitating data-driven decision-making.

The integration of AI in pathology has synergized with telepathology, allowing pathologists to collaborate remotely for consultations and second opinions. AI algorithms can assist in rapidly analyzing pathology images, enabling timely and accurate diagnoses even in geographically dispersed locations. This trend has proven especially valuable in addressing healthcare disparities and improving access to pathology expertise in underserved regions. AI algorithms excel in image recognition and pattern detection, making them invaluable for diagnostic assistance in pathology.

Europe is working on establishing clear regulatory frameworks for the use of AI in healthcare. Well-defined guidelines promote AI technologies' responsible and ethical deployment, fostering confidence among healthcare providers and patients. Implementing telepathology, facilitated by AI, enables remote access to pathology services. Due to the aforementioned factors the market growth will drive in this region.

The Germany market dominated the Europe AI in Pathology Market, By Country in 2022, and would continue to be a dominant market till 2030; thereby, achieving a market value of $4,215.1 Thousands by 2030. The UK market is exhibiting a CAGR of 14.3% during (2023 - 2030). Additionally, The France market would experience a CAGR of 16.2% during (2023 - 2030).

Based on Neural Network, the market is segmented into Convolutional neural networks (CNNs), Generative adversarial networks (GANs), Recurrent neural networks (RNNs), and Others. Based on Application, the market is segmented into Drug Discovery, Disease Diagnosis & Prognosis, Clinical Workflow, and Others. Based on End User, the market is segmented into Pharmaceutical & Biotechnology Companies, Hospitals & Reference Laboratories, and Academic & Research Institutes. Based on Component, the market is segmented into Scanners, and Software. Based on countries, the market is segmented into Germany, UK, France, Russia, Spain, Italy, and Rest of Europe.

The market research report covers the analysis of key stakeholders of the market. Key companies profiled in the report include Koninklijke Philips N.V., F. Hoffmann-La Roche Ltd., Hologic, Inc., Visiopharm A/S, Paige AI, Inc., PathAI, Inc., Aiforia Technologies Plc, Indica Labs, Inc., Optrascan, Inc. (Optra Ventures, LLC), MindPeak GmbH.

Scope of the Study

Market Segments covered in the Report:

By Neural Network

Convolutional neural networks (CNNs)
Generative adversarial networks (GANs)
Recurrent neural networks (RNNs)
Others

By Application

Drug Discovery
Disease Diagnosis & Prognosis
Clinical Workflow
Others

By End User

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

By Component

Scanners
Software

By Country

Germany
UK
France
Russia
Spain
Italy
Rest of Europe

Companies Profiled

Koninklijke Philips N.V.
F. Hoffmann-La Roche Ltd.
Hologic, Inc.
Visiopharm A/S
Paige AI, Inc.
PathAI, Inc.
Aiforia Technologies Plc
Indica Labs, Inc.
Optrascan, Inc. (Optra Ventures, LLC)
MindPeak GmbH

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Chapter 1. Market Scope & Methodology

1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
- 1.4.1 Europe AI in Pathology Market, by Neural Network
- 1.4.2 Europe AI in Pathology Market, by Application
- 1.4.3 Europe AI in Pathology Market, by End User
- 1.4.4 Europe AI in Pathology Market, by Component
- 1.4.5 Europe AI in Pathology Market, by Country
1.5 Methodology for the research

Chapter 2. Market at a Glance

2.1 Key Highlights

Chapter 3. Market Overview

3.1 Introduction
- 3.1.1 Overview
  - 3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
- 3.2.1 Market Drivers
- 3.2.2 Market Restraints

Chapter 4. Competition Analysis - Global

4.1 Market Share Analysis, 2022
4.2 Recent Strategies Deployed in AI in Pathology Market
4.3 Porter's Five Forces Analysis

Chapter 5. Europe AI in Pathology Market, By Neural Network

5.1 Europe Convolutional neural networks (CNNs) Market, By Country
5.2 Europe Generative adversarial networks (GANs) Market, By Country
5.3 Europe Recurrent neural networks (RNNs) Market, By Country
5.4 Europe Others Market, By Country

Chapter 6. Europe AI in Pathology Market, By Application

6.1 Europe Drug Discovery Market, By Country
6.2 Europe Disease Diagnosis & Prognosis Market, By Country
6.3 Europe Clinical Workflow Market, By Country
6.4 Europe Others Market, By Country

Chapter 7. Europe AI in Pathology Market, By End User

7.1 Europe Pharmaceutical & Biotechnology Companies Market, By Country
7.2 Europe Hospitals & Reference Laboratories Market, By Country
7.3 Europe Academic & Research Institutes Market, By Country

Chapter 8. Europe AI in Pathology Market, By Component

8.1 Europe Scanners Market, By Country
8.2 Europe Software Market, By Country

Chapter 9. Europe AI in Pathology Market, By Country

9.1 Germany AI in Pathology Market
- 9.1.1 Germany AI in Pathology Market, By Neural Network
- 9.1.2 Germany AI in Pathology Market, By Application
- 9.1.3 Germany AI in Pathology Market, By End User
- 9.1.4 Germany AI in Pathology Market, By Component
9.2 UK AI in Pathology Market
- 9.2.1 UK AI in Pathology Market, By Neural Network
- 9.2.2 UK AI in Pathology Market, By Application
- 9.2.3 UK AI in Pathology Market, By End User
- 9.2.4 UK AI in Pathology Market, By Component
9.3 France AI in Pathology Market
- 9.3.1 France AI in Pathology Market, By Neural Network
- 9.3.2 France AI in Pathology Market, By Application
- 9.3.3 France AI in Pathology Market, By End User
- 9.3.4 France AI in Pathology Market, By Component
9.4 Russia AI in Pathology Market
- 9.4.1 Russia AI in Pathology Market, By Neural Network
- 9.4.2 Russia AI in Pathology Market, By Application
- 9.4.3 Russia AI in Pathology Market, By End User
- 9.4.4 Russia AI in Pathology Market, By Component
9.5 Spain AI in Pathology Market
- 9.5.1 Spain AI in Pathology Market, By Neural Network
- 9.5.2 Spain AI in Pathology Market, By Application
- 9.5.3 Spain AI in Pathology Market, By End User
- 9.5.4 Spain AI in Pathology Market, By Component
9.6 Italy AI in Pathology Market
- 9.6.1 Italy AI in Pathology Market, By Neural Network
- 9.6.2 Italy AI in Pathology Market, By Application
- 9.6.3 Italy AI in Pathology Market, By End User
- 9.6.4 Italy AI in Pathology Market, By Component
9.7 Rest of Europe AI in Pathology Market
- 9.7.1 Rest of Europe AI in Pathology Market, By Neural Network
- 9.7.2 Rest of Europe AI in Pathology Market, By Application
- 9.7.3 Rest of Europe AI in Pathology Market, By End User
- 9.7.4 Rest of Europe AI in Pathology Market, By Component

Chapter 10. Company Profiles

10.1 Koninklijke Philips N.V.
- 10.1.1 Company Overview
- 10.1.2 Financial Analysis
- 10.1.3 Segmental and Regional Analysis
- 10.1.4 Research & Development Expense
- 10.1.5 Recent strategies and developments:
  - 10.1.5.1 Product Launches and Product Expansions:
- 10.1.6 SWOT Analysis
10.2 F. Hoffmann-La Roche Ltd.
- 10.2.1 Company Overview
- 10.2.2 Financial Analysis
- 10.2.3 Segmental and Regional Analysis
- 10.2.4 Research & Development Expense
- 10.2.5 Recent strategies and developments:
  - 10.2.5.1 Partnerships, Collaborations, and Agreements:
- 10.2.6 SWOT Analysis
10.3 Hologic, Inc.
- 10.3.1 Company Overview
- 10.3.2 Financial Analysis
- 10.3.3 Segmental and Regional Analysis
- 10.3.4 Research & Development Expenses
- 10.3.5 Recent strategies and developments:
  - 10.3.5.1 Partnerships, Collaborations, and Agreements:
  - 10.3.5.2 Product Launches and Product Expansions:
- 10.3.6 SWOT Analysis
10.4 Visiopharm A/S
- 10.4.1 Company Overview
- 10.4.2 Recent strategies and developments:
  - 10.4.2.1 Partnerships, Collaborations, and Agreements:
- 10.4.3 SWOT Analysis
10.5 Paige AI, Inc.
- 10.5.1 Company Overview
- 10.5.2 Recent strategies and developments:
  - 10.5.2.1 Partnerships, Collaborations, and Agreements:
  - 10.5.2.2 Product Launches and Product Expansions:
- 10.5.3 SWOT Analysis
10.6 PathAI, Inc.
- 10.6.1 Company Overview
- 10.6.2 Recent strategies and developments:
  - 10.6.2.1 Partnerships, Collaborations, and Agreements:
- 10.6.3 SWOT Analysis
10.7 Aiforia Technologies Plc
- 10.7.1 Company Overview
- 10.7.2 Financial Analysis
- 10.7.3 Recent strategies and developments:
  - 10.7.3.1 Partnerships, Collaborations, and Agreements:
- 10.7.4 SWOT Analysis
10.8 Indica Labs, Inc.
- 10.8.1 Company Overview
- 10.8.2 Recent strategies and developments:
  - 10.8.2.1 Partnerships, Collaborations, and Agreements:
- 10.8.3 SWOT Analysis
10.9 Optrascan, Inc. (Optra Ventures, LLC)
- 10.9.1 Company Overview
- 10.9.2 Recent strategies and developments:
  - 10.9.2.1 Partnerships, Collaborations, and Agreements:
  - 10.9.2.2 Product Launches and Product Expansions:
- 10.9.3 SWOT Analysis
10.10. MindPeak GmbH
- 10.10.1 Company Overview
- 10.10.2 Recent strategies and developments:
  - 10.10.2.1 Partnerships, Collaborations, and Agreements:
- 10.10.3 SWOT Analysis

LIST OF TABLES

TABLE 1 Europe AI in Pathology Market, 2019 - 2022, USD Thousands
TABLE 2 Europe AI in Pathology Market, 2023 - 2030, USD Thousands
TABLE 3 Europe AI in Pathology Market, By Neural Network, 2019 - 2022, USD Thousands
TABLE 4 Europe AI in Pathology Market, By Neural Network, 2023 - 2030, USD Thousands
TABLE 5 Europe Convolutional neural networks (CNNs) Market, By Country, 2019 - 2022, USD Thousands
TABLE 6 Europe Convolutional neural networks (CNNs) Market, By Country, 2023 - 2030, USD Thousands
TABLE 7 Europe Generative adversarial networks (GANs) Market, By Country, 2019 - 2022, USD Thousands
TABLE 8 Europe Generative adversarial networks (GANs) Market, By Country, 2023 - 2030, USD Thousands
TABLE 9 Europe Recurrent neural networks (RNNs) Market, By Country, 2019 - 2022, USD Thousands
TABLE 10 Europe Recurrent neural networks (RNNs) Market, By Country, 2023 - 2030, USD Thousands
TABLE 11 Europe Others Market, By Country, 2019 - 2022, USD Thousands
TABLE 12 Europe Others Market, By Country, 2023 - 2030, USD Thousands
TABLE 13 Europe AI in Pathology Market, By Application, 2019 - 2022, USD Thousands
TABLE 14 Europe AI in Pathology Market, By Application, 2023 - 2030, USD Thousands
TABLE 15 Europe Drug Discovery Market, By Country, 2019 - 2022, USD Thousands
TABLE 16 Europe Drug Discovery Market, By Country, 2023 - 2030, USD Thousands
TABLE 17 Europe Disease Diagnosis & Prognosis Market, By Country, 2019 - 2022, USD Thousands
TABLE 18 Europe Disease Diagnosis & Prognosis Market, By Country, 2023 - 2030, USD Thousands
TABLE 19 Europe Clinical Workflow Market, By Country, 2019 - 2022, USD Thousands
TABLE 20 Europe Clinical Workflow Market, By Country, 2023 - 2030, USD Thousands
TABLE 21 Europe Others Market, By Country, 2019 - 2022, USD Thousands
TABLE 22 Europe Others Market, By Country, 2023 - 2030, USD Thousands
TABLE 23 Europe AI in Pathology Market, By End User, 2019 - 2022, USD Thousands
TABLE 24 Europe AI in Pathology Market, By End User, 2023 - 2030, USD Thousands
TABLE 25 Europe Pharmaceutical & Biotechnology Companies Market, By Country, 2019 - 2022, USD Thousands
TABLE 26 Europe Pharmaceutical & Biotechnology Companies Market, By Country, 2023 - 2030, USD Thousands
TABLE 27 Europe Hospitals & Reference Laboratories Market, By Country, 2019 - 2022, USD Thousands
TABLE 28 Europe Hospitals & Reference Laboratories Market, By Country, 2023 - 2030, USD Thousands
TABLE 29 Europe Academic & Research Institutes Market, By Country, 2019 - 2022, USD Thousands
TABLE 30 Europe Academic & Research Institutes Market, By Country, 2023 - 2030, USD Thousands
TABLE 31 Europe AI in Pathology Market, By Component, 2019 - 2022, USD Thousands
TABLE 32 Europe AI in Pathology Market, By Component, 2023 - 2030, USD Thousands
TABLE 33 Europe Scanners Market, By Country, 2019 - 2022, USD Thousands
TABLE 34 Europe Scanners Market, By Country, 2023 - 2030, USD Thousands
TABLE 35 Europe Software Market, By Country, 2019 - 2022, USD Thousands
TABLE 36 Europe Software Market, By Country, 2023 - 2030, USD Thousands
TABLE 37 Europe AI in Pathology Market, By Country, 2019 - 2022, USD Thousands
TABLE 38 Europe AI in Pathology Market, By Country, 2023 - 2030, USD Thousands
TABLE 39 Germany AI in Pathology Market, 2019 - 2022, USD Thousands
TABLE 40 Germany AI in Pathology Market, 2023 - 2030, USD Thousands
TABLE 41 Germany AI in Pathology Market, By Neural Network, 2019 - 2022, USD Thousands
TABLE 42 Germany AI in Pathology Market, By Neural Network, 2023 - 2030, USD Thousands
TABLE 43 Germany AI in Pathology Market, By Application, 2019 - 2022, USD Thousands
TABLE 44 Germany AI in Pathology Market, By Application, 2023 - 2030, USD Thousands
TABLE 45 Germany AI in Pathology Market, By End User, 2019 - 2022, USD Thousands
TABLE 46 Germany AI in Pathology Market, By End User, 2023 - 2030, USD Thousands
TABLE 47 Germany AI in Pathology Market, By Component, 2019 - 2022, USD Thousands
TABLE 48 Germany AI in Pathology Market, By Component, 2023 - 2030, USD Thousands
TABLE 49 UK AI in Pathology Market, 2019 - 2022, USD Thousands
TABLE 50 UK AI in Pathology Market, 2023 - 2030, USD Thousands
TABLE 51 UK AI in Pathology Market, By Neural Network, 2019 - 2022, USD Thousands
TABLE 52 UK AI in Pathology Market, By Neural Network, 2023 - 2030, USD Thousands
TABLE 53 UK AI in Pathology Market, By Application, 2019 - 2022, USD Thousands
TABLE 54 UK AI in Pathology Market, By Application, 2023 - 2030, USD Thousands
TABLE 55 UK AI in Pathology Market, By End User, 2019 - 2022, USD Thousands
TABLE 56 UK AI in Pathology Market, By End User, 2023 - 2030, USD Thousands
TABLE 57 UK AI in Pathology Market, By Component, 2019 - 2022, USD Thousands
TABLE 58 UK AI in Pathology Market, By Component, 2023 - 2030, USD Thousands
TABLE 59 France AI in Pathology Market, 2019 - 2022, USD Thousands
TABLE 60 France AI in Pathology Market, 2023 - 2030, USD Thousands
TABLE 61 France AI in Pathology Market, By Neural Network, 2019 - 2022, USD Thousands
TABLE 62 France AI in Pathology Market, By Neural Network, 2023 - 2030, USD Thousands
TABLE 63 France AI in Pathology Market, By Application, 2019 - 2022, USD Thousands
TABLE 64 France AI in Pathology Market, By Application, 2023 - 2030, USD Thousands
TABLE 65 France AI in Pathology Market, By End User, 2019 - 2022, USD Thousands
TABLE 66 France AI in Pathology Market, By End User, 2023 - 2030, USD Thousands
TABLE 67 France AI in Pathology Market, By Component, 2019 - 2022, USD Thousands
TABLE 68 France AI in Pathology Market, By Component, 2023 - 2030, USD Thousands
TABLE 69 Russia AI in Pathology Market, 2019 - 2022, USD Thousands
TABLE 70 Russia AI in Pathology Market, 2023 - 2030, USD Thousands
TABLE 71 Russia AI in Pathology Market, By Neural Network, 2019 - 2022, USD Thousands
TABLE 72 Russia AI in Pathology Market, By Neural Network, 2023 - 2030, USD Thousands
TABLE 73 Russia AI in Pathology Market, By Application, 2019 - 2022, USD Thousands
TABLE 74 Russia AI in Pathology Market, By Application, 2023 - 2030, USD Thousands
TABLE 75 Russia AI in Pathology Market, By End User, 2019 - 2022, USD Thousands
TABLE 76 Russia AI in Pathology Market, By End User, 2023 - 2030, USD Thousands
TABLE 77 Russia AI in Pathology Market, By Component, 2019 - 2022, USD Thousands
TABLE 78 Russia AI in Pathology Market, By Component, 2023 - 2030, USD Thousands
TABLE 79 Spain AI in Pathology Market, 2019 - 2022, USD Thousands
TABLE 80 Spain AI in Pathology Market, 2023 - 2030, USD Thousands
TABLE 81 Spain AI in Pathology Market, By Neural Network, 2019 - 2022, USD Thousands
TABLE 82 Spain AI in Pathology Market, By Neural Network, 2023 - 2030, USD Thousands
TABLE 83 Spain AI in Pathology Market, By Application, 2019 - 2022, USD Thousands
TABLE 84 Spain AI in Pathology Market, By Application, 2023 - 2030, USD Thousands
TABLE 85 Spain AI in Pathology Market, By End User, 2019 - 2022, USD Thousands
TABLE 86 Spain AI in Pathology Market, By End User, 2023 - 2030, USD Thousands
TABLE 87 Spain AI in Pathology Market, By Component, 2019 - 2022, USD Thousands
TABLE 88 Spain AI in Pathology Market, By Component, 2023 - 2030, USD Thousands
TABLE 89 Italy AI in Pathology Market, 2019 - 2022, USD Thousands
TABLE 90 Italy AI in Pathology Market, 2023 - 2030, USD Thousands
TABLE 91 Italy AI in Pathology Market, By Neural Network, 2019 - 2022, USD Thousands
TABLE 92 Italy AI in Pathology Market, By Neural Network, 2023 - 2030, USD Thousands
TABLE 93 Italy AI in Pathology Market, By Application, 2019 - 2022, USD Thousands
TABLE 94 Italy AI in Pathology Market, By Application, 2023 - 2030, USD Thousands
TABLE 95 Italy AI in Pathology Market, By End User, 2019 - 2022, USD Thousands
TABLE 96 Italy AI in Pathology Market, By End User, 2023 - 2030, USD Thousands
TABLE 97 Italy AI in Pathology Market, By Component, 2019 - 2022, USD Thousands
TABLE 98 Italy AI in Pathology Market, By Component, 2023 - 2030, USD Thousands
TABLE 99 Rest of Europe AI in Pathology Market, 2019 - 2022, USD Thousands
TABLE 100 Rest of Europe AI in Pathology Market, 2023 - 2030, USD Thousands
TABLE 101 Rest of Europe AI in Pathology Market, By Neural Network, 2019 - 2022, USD Thousands
TABLE 102 Rest of Europe AI in Pathology Market, By Neural Network, 2023 - 2030, USD Thousands
TABLE 103 Rest of Europe AI in Pathology Market, By Application, 2019 - 2022, USD Thousands
TABLE 104 Rest of Europe AI in Pathology Market, By Application, 2023 - 2030, USD Thousands
TABLE 105 Rest of Europe AI in Pathology Market, By End User, 2019 - 2022, USD Thousands
TABLE 106 Rest of Europe AI in Pathology Market, By End User, 2023 - 2030, USD Thousands
TABLE 107 Rest of Europe AI in Pathology Market, By Component, 2019 - 2022, USD Thousands
TABLE 108 Rest of Europe AI in Pathology Market, By Component, 2023 - 2030, USD Thousands
TABLE 109 Key Information - Koninklijke Philips N.V.
TABLE 110 Key Information - F. Hoffmann-La Roche Ltd.
TABLE 111 Key Information - Hologic, Inc.
TABLE 112 Key Information - Visiopharm A/S
TABLE 113 Key Information -Paige AI, Inc.
TABLE 114 Key Information - PathAI, Inc.
TABLE 115 Key Information - Aiforia Technologies Plc
TABLE 116 Key Information - Indica Labs, Inc.
TABLE 117 Key Information - Optrascan, Inc.
TABLE 118 Key Information - MindPeak GmbH

Europe AI in Pathology Market Size, Share & Trends Analysis Report By Neural Network, By Application (Drug Discovery, Disease Diagnosis & Prognosis, Clinical Workflow, and Others), By End User, By Component, By Country and Growth Forecast, 2023 - 2030

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