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Artificial Intelligence (AI) in Medical Diagnostics Market Size, Share & Industry Trends Analysis Report by Application (In Vivo Diagnostics and In Vitro Diagnostics), End-user, Component (Services and Software), Regional Outlook and Forecast, 2022-2028

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    Report

  • 361 Pages
  • October 2022
  • Region: Global
  • Marqual IT Solutions Pvt. Ltd (KBV Research)
  • ID: 5694416
The Global Artificial Intelligence (AI) in Medical Diagnostics Market size is expected to reach $7.3 billion by 2028, rising at a market growth of 39.6% CAGR during the forecast period.

Artificial intelligence in medical diagnosis is a novel approach, which integrates the expansive capabilities of artificial intelligence into medical diagnosis devices in order to obtain more efficient as well as faster results. A range of patient care as well as intelligent health systems can be supported by artificial intelligence. For disease diagnosis, drug discovery, and patient risk assessment, artificial intelligence methods ranging from machine learning to deep learning are widely used in healthcare.



Numerous medical data sources, such as magnetic resonance imaging, ultrasound, mammography, genomics, computed tomography scan, etc., are necessary to accurately identify diseases using artificial intelligence technology, such as MRI, mammography, genomics, CT scan, etc. Additionally, artificial intelligence primarily improved the infirmary experience and accelerated patients' preparation to continue their recovery at home.

Moreover, the application of artificial intelligence approaches also includes detecting a variety of diseases, including Alzheimer's, cancer, diabetes, tuberculosis, chronic heart disease, stroke and cerebrovascular disease, hypertension, skin disease, and liver disease.AI in medical diagnostics includes AI services and software that aid healthcare practitioners in diagnosing various disorders.

AI-based software systems can assess diagnostic process data and either assist with patient triage by identifying aberrant medical images or offer a suitable diagnosis to the healthcare practitioner. Deep learning, algorithms, and data insights are utilized by AI in medical diagnostics to diagnose life-threatening and crucial disorders. It automates the diagnostic process and reduces healthcare practitioners' workload.

COVID-19 Impact Analysis

The COVID-19 pandemic significantly impacted a number of economies all over the world. Various businesses were demolished as a result of lockdowns imposed by governments all over the world. However, the AI in medical diagnosis market was positively impacted due to the emergence of the pandemic. The COVID-19 disease mostly affects sufferers' lungs. Consequently, cardiothoracic imaging is a typical diagnostic procedure for determining the severity of the disease in COVID-19 patients. In 2020, the number of research projects employing AI approaches to diagnose COVID-19 increased dramatically. Numerous studies focused on summarizing the COVID-19 diagnosis from chest CT scans via AI technology. Multiple studies have demonstrated that AI models may be as precise as professional radiologists in diagnosing COVID-19.

Market Growth Factors

Increasing efforts of manufacturers on the development of human-aware AI technology

The ultimate goals that were aimed during the formation of AI technologies were to make them more human-aware, which means constructing models with the features and characteristics of human cognition. In other words, the objective was to develop human-like AI. Additionally, a rise in human interference with AI techniques and an interest in discovering the process of machine learning has introduced new research challenges. These challenges include interpretation and presentation challenges, such as problems with automating components and intelligent control of crowdsourcing.

Higher utilization of big data within the healthcare industry

Big data, which refers to data that is both enormous and complicated, is generated at different points in the process of providing medical treatment as a result of the rising digitization and use of information technologies in the healthcare business. Big data in the field of medical diagnostics include, among other types of information and sources, readings from medical devices including sensors, healthcare claims, ECGs, X-rays, and other billing records; biometric data; and information generated from the web and social media interactions.



The leading players in the market are competing with diverse innovative offerings to remain competitive in the market. The below illustration shows the percentage of revenue shared by some of the leading companies in the market. The leading players of the market are adopting various strategies in order to cater demand coming from the different industries. The key developmental strategies in the market are Product Launches.

Market Restraining Factors

Medical practitioners' reluctance to utilize AI-based technology

Extensive progress in digital health has made it possible for healthcare providers to aid patients with novel treatment methods. AI technologies provide practitioners with tools that improve their ability to diagnose and successfully treat patients. However, doctors have been demonstrated to be resistant to adopting new technologies. For instance, medical professionals believe that AI would replace physicians in the coming years. Doctors and radiologists feel that talents, like empathy or persuasion, are uniquely human; hence, technologies cannot eliminate the requirement for a doctor entirely.



Application Outlook

By Application, the Artificial Intelligence in Medical Diagnostics Market is divided into In Vivo diagnostics (Specialty and Modality) and In Vitro diagnostics. In 2021, the in vivo diagnostics segment witnessed the biggest revenue share of the AI in medical diagnosis market. The rapidly rising growth of this segment can be ascribed to the increasing adoption of AI solutions by the healthcare and medical industries as these solutions aid to reduce human errors and enhance treatment efficacy.

End-user Outlook

On the basis of End-User, the is segregated into Hospitals, Diagnostics Imaging Centers, Diagnostics Laboratories, and Others. In 2021, the diagnostic centers segment recorded a significant revenue share of the AI in the medical diagnosis market. In patients with infectious diseases and immunological disorders, laboratory tests are very helpful for verifying a diagnosis, estimating disease severity, and tracking disease progression. In disease management, timely diagnostic assessment and execution of trustworthy testing are crucial.

Component Outlook

Based on Component, the Artificial Intelligence in Medical Diagnostics Market is bifurcated into Software and Services. In 2021, the services segment acquired the largest revenue share of artificial intelligence in medical diagnosis. The high growth of the segment is attributed to the fact that the burden on healthcare practitioners is increasing at a very rapid pace, owing to which, they are increasingly outsourcing various services.

Regional Outlook

Region-Wise, the Artificial Intelligence in Medical Diagnostics Market is analyzed across North America, Europe, Asia-Pacific, and LAMEA. In 2021, North America accounted for the highest revenue share of the AI in medical diagnosis market. The growth of North American AI in the medical diagnostics market is primarily driven by technological advancements, an increasing number of fresh product approvals, an increasing adoption rate of artificial intelligence in healthcare, the presence of key market players, and an established IT infrastructure within the healthcare sector.

The Cardinal Matrix - Artificial Intelligence (AI) in Medical Diagnostics Market Competition Analysis



The major strategies followed by the market participants are Product Launches. Based on the Analysis presented in the Cardinal matrix; Microsoft Corporation and Google LLC are the forerunners in the Artificial Intelligence (AI) in Medical Diagnostics Market. Companies such as Intel Corporation, Siemens Healthineers AG (Siemens AG), General Electric (GE) Co. (GE Healthcare) are some of the key innovators in Artificial Intelligence (AI) in Medical Diagnostics Market.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Microsoft Corporation, Nvidia Corporation, IBM Corporation, Intel Corporation, Google LLC, Siemens Healthineers AG (Siemens AG), General Electric (GE) Co. (GE Healthcare), Xilinx, Inc., Digital Diagnostics, Inc. and InformAI, LLC.

Strategies Deployed in Artificial Intelligence (AI) in Medical Diagnostics Market

Partnerships, Collaborations and Agreements:

  • Sep-2022: Microsoft entered into a partnership with Novo Nordisk, a leading global healthcare company. Following this partnership, the companies aimed to accelerate the discovery as well as the development of medication and drugs through the capabilities of AI and big data.
  • May-2022: GE Healthcare signed an agreement with Alliance Medical, a radiology services company. Under this agreement, the companies aimed to develop a digital health solution by employing advanced AI and data analytics. In addition, this agreement would also incorporate tools that facilitate daily management while also offering problem-solving.
  • Mar-2022: Digital Diagnostics partnered with Baxter International, an American multinational healthcare company. Following this partnership, the companies aimed to integrate Digital Diagnostics' AI technology into Baxter devices in order to aid front-line care workers in providing high-quality care with enhanced care outcomes to patients.
  • Nov-2021: GE Healthcare partnered with Optellum, a lung health company. This partnership aimed to expedite precision diagnosis along with lung cancer therapeutics through AI in order to aid healthcare providers in evaluating lung nodule malignancy along with suspicious lesions, such as cancerous or benign.
  • Jun-2021: Siemens entered into a partnership with Prisma Health, a not-for-profit health organization. Under this partnership, the companies aimed to integrate the clinical expertise of Prisma into Siemens's technology intending to redefine the future of health care.
  • Jun-2020: Siemens partnered with Geisinger, a regional healthcare provider. This partnership aimed to expedite components of the strategic priorities of Geisinger with respect to constantly enhancing their care for communities and patients throughout the region.

Product Launches and Product Expansions:

  • Oct-2022: Google Cloud launched Medical Imaging Suite, a technology to help with the interoperability and accessibility of radiology. This product aimed to deliver flexible choices for cloud, edge, or on-premise deployment in order to enable businesses to comply with the diverse sovereignty, privacy, and security demands of customers.
  • Sep-2022: GE Healthcare launched Optima IGS 320, an AI-powered Cath lab. With this launch, the company aimed to further boost cardiac care throughout India in order to propel intelligent imaging with the aim to support cardiologists as well as personalized treatment therapies and protocols. Furthermore, this launch would also accelerate the access of Indian patients to healthcare.
  • Sep-2022: NVIDIA released the NVIDIA IGX, an industrial-grade edge AI platform. This solution aimed to offer highly secure and low-latency AI inference to help in fulfilling the demand for instant insights from a range of devices and sensors for medical applications.
  • Jul-2022: GE Healthcare rolled out its 5G Innovation Lab in India. With this launch, the company aimed to increase patient's access to high-quality care through 5G-enabled healthcare solutions, including Augmented & Virtual Reality, Artificial Intelligence, and Advanced Visualization. In addition, it would also streamline teleradiology and image transfers to entirely transform remote care.
  • Mar-2022: Siemens introduced NAEOTOM Alpha and MAGNETOM Free.Star. Through this launch, the company aimed to strengthen its position within the clinical decision-making sector throughout the full healthcare spectrum. The MAGNETOM Free.Star encompasses the ability to expand patients' access to high-value care. Furthermore, NAEOTOM Alpha offers high-resolution data images at minimal doses, enhanced contrast at lower noise, and spectral information in each scan.
  • Mar-2022: NVIDIA rolled out Clara Holoscan MGX, a platform for the medical device sector. Through this launch, the company aimed to develop and install real-time AI applications at the edge, particularly manufactured to comply with regulatory standards.
  • Nov-2021: IBM Watson rolled out the IBM Imaging AI Orchestrator, a cloud-based AI service. Following this launch, the company aimed to aid radiologists in managing their access to AI insights in terms of reading workflow. Furthermore, this solution would offer managed access to regulatory-cleared AI applications through the best-in-class AI solution providers to imaging businesses.
  • May-2021: GE Healthcare unveiled Xeleris V, a virtual review and processing solution. This solution aimed to eliminate the requirement for a standalone nuclear medicine workstation, which would allow healthcare providers to securely access data from multiple locations.
  • Nov-2020: GE Healthcare released the Edison Developer Program, a range of breakthrough imaging innovations. Through this launch, the company aimed to aid customers in redefining the future of healthcare by addressing the two-part challenge of the modern healthcare environment, including the delivery of high-quality care with higher capacity and workflow issues.
  • Apr-2020: IBM unveiled AI-Powered Technologies. Through this launch, the company aimed to aid research and the health community in expediting medical treatments and insights discovery for COVID-19.
  • Jan-2020: Microsoft introduced AI for Health, a five-year program of the company. This solution aimed to leverage AI capabilities in order to help businesses along with researchers in addressing major healthcare challenges throughout the world.

Acquisitions and Mergers:

  • Mar-2022: Microsoft acquired Nuance Communications, a leading conversational AI and ambient intelligence company. With this acquisition, the company aimed to aid healthcare providers to deliver more effective, affordable, and accessible healthcare to patients. In addition, the company would also help businesses in developing more customized and relevant customer experiences.
  • Jun-2021: Xilinx acquired Silexica, a C/C++ programming and analysis tools provider. Through this acquisition, the company aimed to accelerate its migration from software to application-optimized hardware systems through the Software programmability capabilities of Silexica. In addition, this acquisition would also complement the prevailing Vitis solution along with its potential to reach a broader line of developers.
  • Apr-2021: Siemens acquired Varian Medical Systems, an American radiation oncology treatment, and software manufacturer. Following this acquisition, Siemens would use Varian's AI-assisted analytics in order to accelerate the development and distribution of redefined cancer diagnosis, data-driven precision care, as well as post-treatment survivorship.
  • Aug-2020: Digital Diagnostics took over 3Derm Systems, a medical technology company. Following this acquisition, the company aimed to leverage 3Derm's autonomous AI in order to enhance healthcare quality while mitigating suffering and costs.

Approvals and Trials:

  • Apr-2020: Siemens received FDA approval for its AIDAN artificial intelligence technologies. This patient foundation-focused bed aimed to offer four new features viz. OncoFreeze AI, PET FAST Workflow, FlowMotion, and Multiparametric PET Suite AI.

Scope of the Study

By Application

  • In Vivo Diagnostics
    • Vivo Diagnostics Specialty Type
      • Radiology
      • Cardiology
      • Neurology
      • Obstetrics/gynecology
      • Ophthalmology
      • Others
    • Vivo Diagnostics Modality Type
      • Computed Tomography
      • X-Ray & Ultrasound
      • Magnetic Resonance Imaging
      • Others
    • In Vitro Diagnostics

By End-user

  • Hospitals
  • Diagnostics Imaging Centers
  • Diagnostics Laboratories
  • Others

By Component

  • Services
  • Software

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Singapore
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
    • Rest of LAMEA

Key Market Players

List of Companies Profiled in the Report:

  • Microsoft Corporation
  • Nvidia Corporation
  • IBM Corporation
  • Intel Corporation
  • Google LLC
  • Siemens Healthineers AG (Siemens AG)
  • General Electric (GE) Co. (GE Healthcare)
  • Xilinx, Inc.
  • Digital Diagnostics, Inc.
  • InformAI, LLC

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  • Exhaustive coverage
  • The highest number of Market tables and figures
  • Subscription-based model available
  • Guaranteed best price
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Table of Contents

Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Global Artificial Intelligence (AI) in Medical Diagnostics Market, by Application
1.4.2 Global Artificial Intelligence (AI) in Medical Diagnostics Market, by End-user
1.4.3 Global Artificial Intelligence (AI) in Medical Diagnostics Market, by Component
1.4.4 Global Artificial Intelligence (AI) in Medical Diagnostics Market, by Geography
1.5 Research Methodology
Chapter 2. Market Overview
2.1 Introduction
2.1.1 Overview
2.1.1.1 Market Composition and Scenario
2.2 Key Factors Impacting the Market
2.2.1 Market Drivers
2.2.2 Market Restraints
Chapter 3. Competition Analysis - Global
3.1 The Cardinal Matrix
3.2 Recent Industry Wide Strategic Developments
3.2.1 Partnerships, Collaborations and Agreements
3.2.2 Product Launches and Product Expansions
3.2.3 Acquisition and Mergers
3.2.4 Approvals and Trials
3.3 Market Share Analysis, 2021
3.4 Top Winning Strategies
3.4.1 Key Leading Strategies: Percentage Distribution (2018-2022)
3.4.2 Key Strategic Move: (Product Launches and Product Expansions: 2018, Nov - 2022, Oct) Leading Players
Chapter 4. Global Artificial Intelligence (AI) in Medical Diagnostics Market by Application
4.1 Global In Vivo Diagnostics Market by Region
4.2 Global Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
4.2.1 Global Radiology Market by Region
4.2.2 Global Cardiology Market by Region
4.2.3 Global Neurology Market by Region
4.2.4 Global Obstetrics/gynecology Market by Region
4.2.5 Global Ophthalmology Market by Region
4.2.6 Global Others Market by Region
4.3 Global Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
4.3.1 Global Computed Tomography Market by Region
4.3.2 Global X-Ray & Ultrasound Market by Region
4.3.3 Global Magnetic Resonance Imaging Market by Region
4.3.4 Global Others Market by Region
4.4 Global In Vitro Diagnostics Market by Region
Chapter 5. Global Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
5.1 Global Hospitals Market by Region
5.2 Global Diagnostics Imaging Centers Market by Region
5.3 Global Diagnostics Laboratories Market by Region
5.4 Global Others Market by Region
Chapter 6. Global Artificial Intelligence (AI) in Medical Diagnostics Market by Component
6.1 Global Services Market by Region
6.2 Global Software Market by Region
Chapter 7. Global Artificial Intelligence (AI) in Medical Diagnostics Market by Region
7.1 North America Artificial Intelligence (AI) in Medical Diagnostics Market
7.1.1 North America Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.1.1.1 North America In Vivo Diagnostics Market by Country
7.1.1.2 North America Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.1.1.2.1 North America Radiology Market by Country
7.1.1.2.2 North America Cardiology Market by Country
7.1.1.2.3 North America Neurology Market by Country
7.1.1.2.4 North America Obstetrics/gynecology Market by Country
7.1.1.2.5 North America Ophthalmology Market by Country
7.1.1.2.6 North America Others Market by Country
7.1.1.3 North America Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.1.1.3.1 North America Computed Tomography Market by Country
7.1.1.3.2 North America X-Ray & Ultrasound Market by Country
7.1.1.3.3 North America Magnetic Resonance Imaging Market by Country
7.1.1.3.4 North America Others Market by Country
7.1.1.4 North America In Vitro Diagnostics Market by Country
7.1.2 North America Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.1.2.1 North America Hospitals Market by Country
7.1.2.2 North America Diagnostics Imaging Centers Market by Country
7.1.2.3 North America Diagnostics Laboratories Market by Country
7.1.2.4 North America Others Market by Country
7.1.3 North America Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.1.3.1 North America Services Market by Country
7.1.3.2 North America Software Market by Country
7.1.4 North America Artificial Intelligence (AI) in Medical Diagnostics Market by Country
7.1.4.1 US Artificial Intelligence (AI) in Medical Diagnostics Market
7.1.4.1.1 US Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.1.4.1.1.1 US Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.1.4.1.1.2 US Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.1.4.1.2 US Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.1.4.1.3 US Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.1.4.2 Canada Artificial Intelligence (AI) in Medical Diagnostics Market
7.1.4.2.1 Canada Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.1.4.2.1.1 Canada Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.1.4.2.1.2 Canada Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.1.4.2.2 Canada Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.1.4.2.3 Canada Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.1.4.3 Mexico Artificial Intelligence (AI) in Medical Diagnostics Market
7.1.4.3.1 Mexico Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.1.4.3.1.1 Mexico Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.1.4.3.1.2 Mexico Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.1.4.3.2 Mexico Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.1.4.3.3 Mexico Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.1.4.4 Rest of North America Artificial Intelligence (AI) in Medical Diagnostics Market
7.1.4.4.1 Rest of North America Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.1.4.4.1.1 Rest of North America Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.1.4.4.1.2 Rest of North America Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.1.4.4.2 Rest of North America Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.1.4.4.3 Rest of North America Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.2 Europe Artificial Intelligence (AI) in Medical Diagnostics Market
7.2.1 Europe Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.2.1.1 Europe In Vivo Diagnostics Market by Country
7.2.1.2 Europe Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.2.1.2.1 Europe Radiology Market by Country
7.2.1.2.2 Europe Cardiology Market by Country
7.2.1.2.3 Europe Neurology Market by Country
7.2.1.2.4 Europe Obstetrics/gynecology Market by Country
7.2.1.2.5 Europe Ophthalmology Market by Country
7.2.1.2.6 Europe Others Market by Country
7.2.1.3 Europe Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.2.1.3.1 Europe Computed Tomography Market by Country
7.2.1.3.2 Europe X-Ray & Ultrasound Market by Country
7.2.1.3.3 Europe Magnetic Resonance Imaging Market by Country
7.2.1.3.4 Europe Others Market by Country
7.2.1.4 Europe In Vitro Diagnostics Market by Country
7.2.2 Europe Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.2.2.1 Europe Hospitals Market by Country
7.2.2.2 Europe Diagnostics Imaging Centers Market by Country
7.2.2.3 Europe Diagnostics Laboratories Market by Country
7.2.2.4 Europe Others Market by Country
7.2.3 Europe Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.2.3.1 Europe Services Market by Country
7.2.3.2 Europe Software Market by Country
7.2.4 Europe Artificial Intelligence (AI) in Medical Diagnostics Market by Country
7.2.4.1 Germany Artificial Intelligence (AI) in Medical Diagnostics Market
7.2.4.1.1 Germany Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.2.4.1.1.1 Germany Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.2.4.1.1.2 Germany Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.2.4.1.2 Germany Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.2.4.1.3 Germany Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.2.4.2 UK Artificial Intelligence (AI) in Medical Diagnostics Market
7.2.4.2.1 UK Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.2.4.2.1.1 UK Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.2.4.2.1.2 UK Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.2.4.2.2 UK Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.2.4.2.3 UK Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.2.4.3 France Artificial Intelligence (AI) in Medical Diagnostics Market
7.2.4.3.1 France Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.2.4.3.1.1 France Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.2.4.3.1.2 France Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.2.4.3.2 France Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.2.4.3.3 France Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.2.4.4 Russia Artificial Intelligence (AI) in Medical Diagnostics Market
7.2.4.4.1 Russia Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.2.4.4.1.1 Russia Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.2.4.4.1.2 Russia Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.2.4.4.2 Russia Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.2.4.4.3 Russia Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.2.4.5 Spain Artificial Intelligence (AI) in Medical Diagnostics Market
7.2.4.5.1 Spain Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.2.4.5.1.1 Spain Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.2.4.5.1.2 Spain Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.2.4.5.2 Spain Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.2.4.5.3 Spain Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.2.4.6 Italy Artificial Intelligence (AI) in Medical Diagnostics Market
7.2.4.6.1 Italy Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.2.4.6.1.1 Italy Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.2.4.6.1.2 Italy Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.2.4.6.2 Italy Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.2.4.6.3 Italy Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.2.4.7 Rest of Europe Artificial Intelligence (AI) in Medical Diagnostics Market
7.2.4.7.1 Rest of Europe Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.2.4.7.1.1 Rest of Europe Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.2.4.7.1.2 Rest of Europe Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.2.4.7.2 Rest of Europe Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.2.4.7.3 Rest of Europe Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.3 Asia Pacific Artificial Intelligence (AI) in Medical Diagnostics Market
7.3.1 Asia Pacific Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.3.1.1 Asia Pacific In Vivo Diagnostics Market by Country
7.3.1.2 Asia Pacific Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.3.1.2.1 Asia Pacific Radiology Market by Country
7.3.1.2.2 Asia Pacific Cardiology Market by Country
7.3.1.2.3 Asia Pacific Neurology Market by Country
7.3.1.2.4 Asia Pacific Obstetrics/gynecology Market by Country
7.3.1.2.5 Asia Pacific Ophthalmology Market by Country
7.3.1.2.6 Asia Pacific Others Market by Country
7.3.1.3 Asia Pacific Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.3.1.3.1 Asia Pacific Computed Tomography Market by Country
7.3.1.3.2 Asia Pacific X-Ray & Ultrasound Market by Country
7.3.1.3.3 Asia Pacific Magnetic Resonance Imaging Market by Country
7.3.1.3.4 Asia Pacific Others Market by Country
7.3.1.4 Asia Pacific In Vitro Diagnostics Market by Country
7.3.2 Asia Pacific Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.3.2.1 Asia Pacific Hospitals Market by Country
7.3.2.2 Asia Pacific Diagnostics Imaging Centers Market by Country
7.3.2.3 Asia Pacific Diagnostics Laboratories Market by Country
7.3.2.4 Asia Pacific Others Market by Country
7.3.3 Asia Pacific Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.3.3.1 Asia Pacific Services Market by Country
7.3.3.2 Asia Pacific Software Market by Country
7.3.4 Asia Pacific Artificial Intelligence (AI) in Medical Diagnostics Market by Country
7.3.4.1 China Artificial Intelligence (AI) in Medical Diagnostics Market
7.3.4.1.1 China Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.3.4.1.1.1 China Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.3.4.1.1.2 China Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.3.4.1.2 China Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.3.4.1.3 China Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.3.4.2 Japan Artificial Intelligence (AI) in Medical Diagnostics Market
7.3.4.2.1 Japan Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.3.4.2.1.1 Japan Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.3.4.2.1.2 Japan Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.3.4.2.2 Japan Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.3.4.2.3 Japan Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.3.4.3 India Artificial Intelligence (AI) in Medical Diagnostics Market
7.3.4.3.1 India Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.3.4.3.1.1 India Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.3.4.3.1.2 India Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.3.4.3.2 India Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.3.4.3.3 India Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.3.4.4 South Korea Artificial Intelligence (AI) in Medical Diagnostics Market
7.3.4.4.1 South Korea Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.3.4.4.1.1 South Korea Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.3.4.4.1.2 South Korea Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.3.4.4.2 South Korea Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.3.4.4.3 South Korea Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.3.4.5 Singapore Artificial Intelligence (AI) in Medical Diagnostics Market
7.3.4.5.1 Singapore Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.3.4.5.1.1 Singapore Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.3.4.5.1.2 Singapore Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.3.4.5.2 Singapore Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.3.4.5.3 Singapore Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.3.4.6 Malaysia Artificial Intelligence (AI) in Medical Diagnostics Market
7.3.4.6.1 Malaysia Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.3.4.6.1.1 Malaysia Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.3.4.6.1.2 Malaysia Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.3.4.6.2 Malaysia Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.3.4.6.3 Malaysia Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.3.4.7 Rest of Asia Pacific Artificial Intelligence (AI) in Medical Diagnostics Market
7.3.4.7.1 Rest of Asia Pacific Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.3.4.7.1.1 Rest of Asia Pacific Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.3.4.7.1.2 Rest of Asia Pacific Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.3.4.7.2 Rest of Asia Pacific Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.3.4.7.3 Rest of Asia Pacific Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.4 LAMEA Artificial Intelligence (AI) in Medical Diagnostics Market
7.4.1 LAMEA Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.4.1.1 LAMEA In Vivo Diagnostics Market by Country
7.4.1.2 LAMEA Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.4.1.2.1 LAMEA Radiology Market by Country
7.4.1.2.2 LAMEA Cardiology Market by Country
7.4.1.2.3 LAMEA Neurology Market by Country
7.4.1.2.4 LAMEA Obstetrics/gynecology Market by Country
7.4.1.2.5 LAMEA Ophthalmology Market by Country
7.4.1.2.6 LAMEA Others Market by Country
7.4.1.3 LAMEA Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.4.1.3.1 LAMEA Computed Tomography Market by Country
7.4.1.3.2 LAMEA X-Ray & Ultrasound Market by Country
7.4.1.3.3 LAMEA Magnetic Resonance Imaging Market by Country
7.4.1.3.4 LAMEA Others Market by Country
7.4.1.4 LAMEA In Vitro Diagnostics Market by Country
7.4.2 LAMEA Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.4.2.1 LAMEA Hospitals Market by Country
7.4.2.2 LAMEA Diagnostics Imaging Centers Market by Country
7.4.2.3 LAMEA Diagnostics Laboratories Market by Country
7.4.2.4 LAMEA Others Market by Country
7.4.3 LAMEA Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.4.3.1 LAMEA Services Market by Country
7.4.3.2 LAMEA Software Market by Country
7.4.4 LAMEA Artificial Intelligence (AI) in Medical Diagnostics Market by Country
7.4.4.1 Brazil Artificial Intelligence (AI) in Medical Diagnostics Market
7.4.4.1.1 Brazil Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.4.4.1.1.1 Brazil Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.4.4.1.1.2 Brazil Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.4.4.1.2 Brazil Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.4.4.1.3 Brazil Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.4.4.2 Argentina Artificial Intelligence (AI) in Medical Diagnostics Market
7.4.4.2.1 Argentina Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.4.4.2.1.1 Argentina Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.4.4.2.1.2 Argentina Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.4.4.2.2 Argentina Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.4.4.2.3 Argentina Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.4.4.3 UAE Artificial Intelligence (AI) in Medical Diagnostics Market
7.4.4.3.1 UAE Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.4.4.3.1.1 UAE Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.4.4.3.1.2 UAE Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.4.4.3.2 UAE Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.4.4.3.3 UAE Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.4.4.4 Saudi Arabia Artificial Intelligence (AI) in Medical Diagnostics Market
7.4.4.4.1 Saudi Arabia Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.4.4.4.1.1 Saudi Arabia Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.4.4.4.1.2 Saudi Arabia Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.4.4.4.2 Saudi Arabia Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.4.4.4.3 Saudi Arabia Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.4.4.5 South Africa Artificial Intelligence (AI) in Medical Diagnostics Market
7.4.4.5.1 South Africa Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.4.4.5.1.1 South Africa Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.4.4.5.1.2 South Africa Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.4.4.5.2 South Africa Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.4.4.5.3 South Africa Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.4.4.6 Nigeria Artificial Intelligence (AI) in Medical Diagnostics Market
7.4.4.6.1 Nigeria Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.4.4.6.1.1 Nigeria Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.4.4.6.1.2 Nigeria Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.4.4.6.2 Nigeria Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.4.4.6.3 Nigeria Artificial Intelligence (AI) in Medical Diagnostics Market by Component
7.4.4.7 Rest of LAMEA Artificial Intelligence (AI) in Medical Diagnostics Market
7.4.4.7.1 Rest of LAMEA Artificial Intelligence (AI) in Medical Diagnostics Market by Application
7.4.4.7.1.1 Rest of LAMEA Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Specialty Type
7.4.4.7.1.2 Rest of LAMEA Artificial Intelligence (AI) in Medical Diagnostics Market by In Vivo Diagnostics Modality Type
7.4.4.7.2 Rest of LAMEA Artificial Intelligence (AI) in Medical Diagnostics Market by End-user
7.4.4.7.3 Rest of LAMEA Artificial Intelligence (AI) in Medical Diagnostics Market by Component
Chapter 8. Company Profiles
8.1 Microsoft Corporation
8.1.1 Company Overview
8.1.2 Financial Analysis
8.1.3 Segmental and Regional Analysis
8.1.4 Research & Development Expenses
8.1.5 Recent Strategies and Developments
8.1.5.1 Partnerships, Collaborations, and Agreements
8.1.5.2 Product Launches and Product Expansions
8.1.5.3 Acquisition and Mergers
8.1.6 SWOT Analysis
8.2 NVIDIA Corporation
8.2.1 Company Overview
8.2.2 Financial Analysis
8.2.3 Segmental and Regional Analysis
8.2.4 Research & Development Expense
8.2.5 Recent Strategies and Developments
8.2.5.1 Product Launches and Product Expansions
8.2.6 SWOT Analysis
8.3 IBM Corporation
8.3.1 Company Overview
8.3.2 Financial Analysis
8.3.3 Regional & Segmental Analysis
8.3.4 Research & Development Expenses
8.3.5 Recent Strategies and Developments
8.3.5.1 Partnerships, Collaborations, and Agreements
8.3.5.2 Product Launches and Product Expansions
8.3.6 SWOT Analysis
8.4 Intel Corporation
8.4.1 Company Overview
8.4.2 Financial Analysis
8.4.3 Segmental and Regional Analysis
8.4.4 Research & Development Expenses
8.4.5 Recent Strategies and Developments
8.4.5.1 Product Launches and Product Expansions
8.4.6 SWOT Analysis
8.5 Google LLC
8.5.1 Company Overview
8.5.2 Financial Analysis
8.5.3 Segmental and Regional Analysis
8.5.4 Research & Development Expense
8.5.5 Recent Strategies and Developments
8.5.5.1 Partnerships, Collaborations, and Agreements
8.5.5.2 Product Launches and Product Expansions
8.5.6 SWOT Analysis
8.6 Siemens Healthineers AG (Siemens AG)
8.6.1 Company Overview
8.6.2 Financial Analysis
8.6.3 Segmental and Regional Analysis
8.6.4 Research & Development Expense
8.6.5 Recent Strategies and Developments
8.6.5.1 Partnerships, Collaborations, and Agreements
8.6.5.2 Product Launches and Product Expansions
8.6.5.3 Acquisition and Mergers
8.6.5.4 Approvals and Trials
8.6.6 SWOT Analysis
8.7 General Electric (GE) Co. (GE Healthcare)
8.7.1 Company Overview
8.7.2 Financial Analysis
8.7.3 Segmental and Regional Analysis
8.7.4 Research & Development Expense
8.7.5 Recent Strategies and Developments
8.7.5.1 Partnerships, Collaborations, and Agreements
8.7.5.2 Product Launches and Product Expansions
8.7.6 SWOT Analysis
8.8 Xilinx, Inc. (Advanced Micro Devices, Inc.)
8.8.1 Company Overview
8.8.2 Financial Analysis
8.8.3 Segmental and Regional Analysis
8.8.4 Research & Development Expenses
8.8.5 Recent Strategies and Developments
8.8.5.1 Partnerships, Collaborations, and Agreements
8.8.5.2 Acquisition and Mergers
8.9 Digital Diagnostics, Inc.
8.9.1 Company Overview
8.9.2 Recent Strategies and Developments
8.9.2.1 Partnerships, Collaborations, and Agreements
8.9.2.2 Acquisition and Mergers
8.10. InformAI, LLC
8.10.1 Company Overview

Companies Mentioned

  • Microsoft Corporation
  • Nvidia Corporation
  • IBM Corporation
  • Intel Corporation
  • Google LLC
  • Siemens Healthineers AG (Siemens AG)
  • General Electric (GE) Co. (GE Healthcare)
  • Xilinx, Inc.
  • Digital Diagnostics, Inc.
  • InformAI, LLC

Methodology

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