Ai For Radiology Market Size, Type Analysis, Application Analysis, End-Use, Industry Analysis, Regional Outlook, Competitive Strategies And Forecasts, 2023-2032

  • Report ID: ME_0066981
  • Format: Electronic (PDF)
  • Publish Type: Publish
  • Number of Pages: 250
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Market Snapshot

CAGR:8.17
2023
2032

Source: Market Expertz

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Study Period 2019-2032
Base Year 2023
Forcast Year 2023-2032
CAGR 8.17
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Report Overview

AI for Radiology Market Analysis Report 2023-2032

The AI for Radiology Market is projected to experience a Compound Annual Growth Rate (CAGR) of 7.92% between 2022 and 2032. The market size is anticipated to witness an increase by USD 6,254.78 million during this period. The growth of this market is influenced by various factors, including the advancements in artificial intelligence (AI), the increasing demand for accurate and efficient medical imaging, and the need to enhance diagnostic capabilities in radiology. AI for radiology encompasses the integration of AI technologies into medical imaging processes to assist radiologists in analyzing and interpreting medical images.

AI for Radiology Market Overview

Drivers

One of the primary drivers propelling the growth of the AI for Radiology Market is the transformative impact of AI on medical imaging. AI technologies, such as deep learning and machine learning, offer the potential to expedite image analysis, improve diagnostic accuracy, and enhance clinical decision-making. Radiologists are increasingly adopting AI tools to assist them in detecting anomalies, identifying patterns, and diagnosing various medical conditions from medical images.

Moreover, the growing volume of medical imaging data generated by healthcare institutions, combined with the shortage of skilled radiologists, has prompted the exploration of AI solutions to address these challenges and improve patient care.

Trends

A significant trend shaping the AI for Radiology Market is the integration of AI algorithms with imaging equipment. This allows real-time analysis of medical images, enabling prompt diagnosis and treatment planning. Additionally, AI-powered image enhancement techniques are gaining traction, aiding radiologists in obtaining clearer and more accurate images for analysis.

Restraints

Despite the potential benefits, the deployment of AI for radiology is not without challenges. The need for large labeled datasets for training AI algorithms, concerns about data privacy and security, and the requirement for regulatory approvals pose barriers to the widespread adoption of AI in radiology.

AI for Radiology Market Segmentation By Application

AI for radiology finds applications in various aspects of medical imaging and diagnostics. These include automated image interpretation, disease detection, image enhancement, workflow optimization, and personalized treatment planning.

AI for Radiology Market Segmentation By Type

Different types of AI applications are being developed and implemented in radiology. These range from AI-driven image analysis software to predictive analytics tools that help in early disease detection and risk assessment.

Regional Overview:

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The adoption of AI for radiology is expected to vary across different regions. North America, Europe, and Asia-Pacific are projected to be leaders in the adoption of AI-driven radiology solutions due to advanced healthcare infrastructure, the presence of leading technology providers, and the increasing focus on improving medical imaging practices.

AI for Radiology Market Customer Landscape

Hospitals, diagnostic imaging centers, and healthcare providers are the primary customers of the AI for Radiology Market. These stakeholders seek AI solutions to enhance the efficiency and accuracy of their radiology departments, ultimately leading to improved patient outcomes.

Major AI for Radiology Market Companies

Companies in the AI for Radiology Market are at the forefront of developing and commercializing AI-powered solutions for medical imaging. They focus on collaboration with healthcare institutions, research centers, and radiology experts to create cutting-edge AI applications.

Sample list of major companies in the market:

  • IBM Watson Health
  • NVIDIA Corporation
  • GE Healthcare
  • Siemens Healthineers
  • Aidoc Medical Ltd.
  • Enlitic, Inc.
  • Zebra Medical Vision Ltd.
  • MIRADA MEDICAL LIMITED
  • Koninklijke Philips N.V.
  • Butterfly Network, Inc.

Qualitative and quantitative analyses of these companies provide insights into the competitive landscape, enabling stakeholders to understand market dynamics and assess the strengths and weaknesses of key players.

Segment Overview

The AI for Radiology Market report offers revenue forecasts on a global, regional, and country level, along with an analysis of trends and growth opportunities from 2019 to 2032.

  • Application Outlook (USD Million, 2019 - 2032)
    • Automated Image Interpretation
    • Disease Detection
    • Image Enhancement
    • Workflow Optimization
    • Personalized Treatment Planning
    • Others
  • Type Outlook (USD Million, 2019 - 2032)
    • AI-driven Image Analysis Software
    • Predictive Analytics Tools
    • AI-powered Diagnostic Assistants
    • Radiology Information Systems with AI Integration
    • Other AI Applications in Radiology
  • Geography Outlook (USD Million, 2019 - 2032)
    • North America
      • United States
      • Canada
    • Europe
      • United Kingdom
      • Germany
      • France
      • Rest of Europe
    • APAC
      • China
      • Japan
      • India
      • Rest of APAC
    • Latin America
      • Brazil
      • Mexico
      • Rest of Latin America
    • Middle East & Africa
      • United Arab Emirates
      • South Africa
      • Rest of Middle East & Africa

Table of Contents

1 Market Overview
1.1 AI for Radiology Introduction
1.2 Market Analysis by Type
1.2.1 Deep Learning
1.2.2 Computer Vision
1.2.3 Others
1.3 Market Analysis by Applications
1.3.1 Neurology
1.3.2 Cardiovascular
1.3.3 Breast
1.3.4 Lung
1.3.5 Liver
1.3.6 Others
1.4 Market Analysis by Regions
1.4.1 North America (United States, Canada and Mexico)
1.4.1.1 United States Market States and Outlook (2014-2026)
1.4.1.2 Canada Market States and Outlook (2014-2026)
1.4.1.3 Mexico Market States and Outlook (2014-2026)
1.4.2 Europe (Germany, France, UK, Russia and Italy)
1.4.2.1 Germany Market States and Outlook (2014-2026)
1.4.2.2 France Market States and Outlook (2014-2026)
1.4.2.3 UK Market States and Outlook (2014-2026)
1.4.2.4 Russia Market States and Outlook (2014-2026)
1.4.2.5 Italy Market States and Outlook (2014-2026)
1.4.3 Asia-Pacific (China, Japan, Korea, India and Southeast Asia)
1.4.3.1 China Market States and Outlook (2014-2026)
1.4.3.2 Japan Market States and Outlook (2014-2026)
1.4.3.3 Korea Market States and Outlook (2014-2026)
1.4.3.4 India Market States and Outlook (2014-2026)
1.4.3.5 Southeast Asia Market States and Outlook (2014-2026)
1.4.4 South America, Middle East and Africa
1.4.4.1 Brazil Market States and Outlook (2014-2026)
1.4.4.2 Egypt Market States and Outlook (2014-2026)
1.4.4.3 Saudi Arabia Market States and Outlook (2014-2026)
1.4.4.4 South Africa Market States and Outlook (2014-2026)
1.4.4.5 Turkey Market States and Outlook (2014-2026)
1.5 Market Dynamics
1.5.1 Market Opportunities
1.5.2 Market Risk
1.5.3 Market Driving Force
2 Manufacturers Profiles
2.1 Medtronic
2.1.1 Business Overview
2.1.2 AI for Radiology Type and Applications
2.1.2.1 Product A
2.1.2.2 Product B
2.1.3 Medtronic AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
2.2 Microsoft
2.2.1 Business Overview
2.2.2 AI for Radiology Type and Applications
2.2.2.1 Product A
2.2.2.2 Product B
2.2.3 Microsoft AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
2.3 General Electric (GE) Company
2.3.1 Business Overview
2.3.2 AI for Radiology Type and Applications
2.3.2.1 Product A
2.3.2.2 Product B
2.3.3 General Electric (GE) Company AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
2.4 Aidoc
2.4.1 Business Overview
2.4.2 AI for Radiology Type and Applications
2.4.2.1 Product A
2.4.2.2 Product B
2.4.3 Aidoc AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
2.5 Arterys
2.5.1 Business Overview
2.5.2 AI for Radiology Type and Applications
2.5.2.1 Product A
2.5.2.2 Product B
2.5.3 Arterys AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
2.6 Qure.ai
2.6.1 Business Overview
2.6.2 AI for Radiology Type and Applications
2.6.2.1 Product A
2.6.2.2 Product B
2.6.3 Qure.ai AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
2.7 Siemens AG
2.7.1 Business Overview
2.7.2 AI for Radiology Type and Applications
2.7.2.1 Product A
2.7.2.2 Product B
2.7.3 Siemens AG AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
2.8 Intel
2.8.1 Business Overview
2.8.2 AI for Radiology Type and Applications
2.8.2.1 Product A
2.8.2.2 Product B
2.8.3 Intel AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
2.9 IBM
2.9.1 Business Overview
2.9.2 AI for Radiology Type and Applications
2.9.2.1 Product A
2.9.2.2 Product B
2.9.3 IBM AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
2.10 NVIDIA
2.10.1 Business Overview
2.10.2 AI for Radiology Type and Applications
2.10.2.1 Product A
2.10.2.2 Product B
2.10.3 NVIDIA AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
3 Global AI for Radiology Sales, Revenue, Market Share and Competition by Manufacturer (2017-2018)
3.1 Global AI for Radiology Sales and Market Share by Manufacturer (2017-2018)
3.2 Global AI for Radiology Revenue and Market Share by Manufacturer (2017-2018)
3.3 Market Concentration Rate
3.3.1 Top 3 AI for Radiology Manufacturer Market Share in 2018
3.3.2 Top 6 AI for Radiology Manufacturer Market Share in 2018
3.4 Market Competition Trend
4 Global AI for Radiology Market Analysis by Regions
4.1 Global AI for Radiology Sales, Revenue and Market Share by Regions
4.1.1 Global AI for Radiology Sales and Market Share by Regions (2014-2019)
4.1.2 Global AI for Radiology Revenue and Market Share by Regions (2014-2019)
4.2 North America AI for Radiology Sales and Growth Rate (2014-2019)
4.3 Europe AI for Radiology Sales and Growth Rate (2014-2019)
4.4 Asia-Pacific AI for Radiology Sales and Growth Rate (2014-2019)
4.5 South America AI for Radiology Sales and Growth Rate (2014-2019)
4.6 Middle East and Africa AI for Radiology Sales and Growth Rate (2014-2019)
5 North America AI for Radiology by Country
5.1 North America AI for Radiology Sales, Revenue and Market Share by Country
5.1.1 North America AI for Radiology Sales and Market Share by Country (2014-2019)
5.1.2 North America AI for Radiology Revenue and Market Share by Country (2014-2019)
5.2 United States AI for Radiology Sales and Growth Rate (2014-2019)
5.3 Canada AI for Radiology Sales and Growth Rate (2014-2019)
5.4 Mexico AI for Radiology Sales and Growth Rate (2014-2019)
6 Europe AI for Radiology by Country
6.1 Europe AI for Radiology Sales, Revenue and Market Share by Country
6.1.1 Europe AI for Radiology Sales and Market Share by Country (2014-2019)
6.1.2 Europe AI for Radiology Revenue and Market Share by Country (2014-2019)
6.2 Germany AI for Radiology Sales and Growth Rate (2014-2019)
6.3 UK AI for Radiology Sales and Growth Rate (2014-2019)
6.4 France AI for Radiology Sales and Growth Rate (2014-2019)
6.5 Russia AI for Radiology Sales and Growth Rate (2014-2019)
6.6 Italy AI for Radiology Sales and Growth Rate (2014-2019)
7 Asia-Pacific AI for Radiology by Country
7.1 Asia-Pacific AI for Radiology Sales, Revenue and Market Share by Country
7.1.1 Asia-Pacific AI for Radiology Sales and Market Share by Country (2014-2019)
7.1.2 Asia-Pacific AI for Radiology Revenue and Market Share by Country (2014-2019)
7.2 China AI for Radiology Sales and Growth Rate (2014-2019)
7.3 Japan AI for Radiology Sales and Growth Rate (2014-2019)
7.4 Korea AI for Radiology Sales and Growth Rate (2014-2019)
7.5 India AI for Radiology Sales and Growth Rate (2014-2019)
7.6 Southeast Asia AI for Radiology Sales and Growth Rate (2014-2019)
8 South America AI for Radiology by Country
8.1 South America AI for Radiology Sales, Revenue and Market Share by Country
8.1.1 South America AI for Radiology Sales and Market Share by Country (2014-2019)
8.1.2 South America AI for Radiology Revenue and Market Share by Country (2014-2019)
8.2 Brazil AI for Radiology Sales and Growth Rate (2014-2019)
8.3 Argentina AI for Radiology Sales and Growth Rate (2014-2019)
8.4 Colombia AI for Radiology Sales and Growth Rate (2014-2019)
9 Middle East and Africa AI for Radiology by Countries
9.1 Middle East and Africa AI for Radiology Sales, Revenue and Market Share by Country
9.1.1 Middle East and Africa AI for Radiology Sales and Market Share by Country (2014-2019)
9.1.2 Middle East and Africa AI for Radiology Revenue and Market Share by Country (2014-2019)
9.2 Saudi Arabia AI for Radiology Sales and Growth Rate (2014-2019)
9.3 Turkey AI for Radiology Sales and Growth Rate (2014-2019)
9.4 Egypt AI for Radiology Sales and Growth Rate (2014-2019)
9.5 Nigeria AI for Radiology Sales and Growth Rate (2014-2019)
9.6 South Africa AI for Radiology Sales and Growth Rate (2014-2019)
10 Global AI for Radiology Market Segment by Type
10.1 Global AI for Radiology Sales, Revenue and Market Share by Type (2014-2019)
10.1.1 Global AI for Radiology Sales and Market Share by Type (2014-2019)
10.1.2 Global AI for Radiology Revenue and Market Share by Type (2014-2019)
10.2 Deep Learning Sales Growth and Price
10.2.1 Global Deep Learning Sales Growth (2014-2019)
10.2.2 Global Deep Learning Price (2014-2019)
10.3 Computer Vision Sales Growth and Price
10.3.1 Global Computer Vision Sales Growth (2014-2019)
10.3.2 Global Computer Vision Price (2014-2019)
10.4 Others Sales Growth and Price
10.4.1 Global Others Sales Growth (2014-2019)
10.4.2 Global Others Price (2014-2019)
11 Global AI for Radiology Market Segment by Application
11.1 Global AI for Radiology Sales Market Share by Application (2014-2019)
11.2 Neurology Sales Growth (2014-2019)
11.3 Cardiovascular Sales Growth (2014-2019)
11.4 Breast Sales Growth (2014-2019)
11.5 Lung Sales Growth (2014-2019)
11.6 Liver Sales Growth (2014-2019)
11.7 Others Sales Growth (2014-2019)
12 AI for Radiology Market Forecast (2019-2026)
12.1 Global AI for Radiology Sales, Revenue and Growth Rate (2019-2026)
12.2 AI for Radiology Market Forecast by Regions (2019-2026)
12.2.1 North America AI for Radiology Market Forecast (2019-2026)
12.2.2 Europe AI for Radiology Market Forecast (2019-2026)
12.2.3 Asia-Pacific AI for Radiology Market Forecast (2019-2026)
12.2.4 South America AI for Radiology Market Forecast (2019-2026)
12.2.5 Middle East and Africa AI for Radiology Market Forecast (2019-2026)
12.3 AI for Radiology Market Forecast by Type (2019-2026)
12.3.1 Global AI for Radiology Sales Forecast by Type (2019-2026)
12.3.2 Global AI for Radiology Market Share Forecast by Type (2019-2026)
12.4 AI for Radiology Market Forecast by Application (2019-2026)
12.4.1 Global AI for Radiology Sales Forecast by Application (2019-2026)
12.4.2 Global AI for Radiology Market Share Forecast by Application (2019-2026)
13 Sales Channel, Distributors, Traders and Dealers
13.1 Sales Channel
13.1.1 Direct Marketing
13.1.2 Indirect Marketing
13.1.3 Marketing Channel Future Trend
13.2 Distributors, Traders and Dealers
14 Research Findings and Conclusion
15 Appendix
15.1 Methodology
15.2 Data Source


List of Tables and Figures

Figure AI for Radiology Picture
Table Product Specifications of AI for Radiology
Figure Global Sales Market Share of AI for Radiology by Types in 2018
Table AI for Radiology Types for Major Manufacturers
Figure Deep Learning Picture
Figure Computer Vision Picture
Figure Others Picture
Figure AI for Radiology Sales Market Share by Applications in 2018
Figure Neurology Picture
Figure Cardiovascular Picture
Figure Breast Picture
Figure Lung Picture
Figure Liver Picture
Figure Others Picture
Figure United States AI for Radiology Revenue (Value) and Growth Rate (2014-2024)
Figure Canada AI for Radiology Revenue (Value) and Growth Rate (2014-2024)
Figure Mexico AI for Radiology Revenue (Value) and Growth Rate (2014-2024)
Figure Germany AI for Radiology Revenue (Value) and Growth Rate (2014-2024)
Figure France AI for Radiology Revenue (Value) and Growth Rate (2014-2024)
Figure UK AI for Radiology Revenue (Value) and Growth Rate (2014-2024)
Figure Russia AI for Radiology Revenue (Value) and Growth Rate (2014-2024)
Figure Italy AI for Radiology Revenue (Value) and Growth Rate (2014-2024)
Figure China AI for Radiology Revenue (Value) and Growth Rate (2014-2024)
Figure Japan AI for Radiology Revenue (Value) and Growth Rate (2014-2024)
Figure Korea AI for Radiology Revenue (Value) and Growth Rate (2014-2024)
Figure India AI for Radiology Revenue (Value) and Growth Rate (2014-2024)
Figure Southeast Asia AI for Radiology Revenue (Value) and Growth Rate (2014-2024)
Figure Brazil AI for Radiology Revenue (Value) and Growth Rate (2014-2024)
Figure Egypt AI for Radiology Revenue (Value) and Growth Rate (2014-2024)
Figure Saudi Arabia AI for Radiology Revenue (Value) and Growth Rate (2014-2024)
Figure South Africa AI for Radiology Revenue (Value) and Growth Rate (2014-2024)
Figure Nigeria AI for Radiology Revenue (Value) and Growth Rate (2014-2024)
Table Medtronic Basic Information, Manufacturing Base and Competitors
Table Medtronic AI for Radiology Type and Applications
Table Medtronic AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
Table Microsoft Basic Information, Manufacturing Base and Competitors
Table Microsoft AI for Radiology Type and Applications
Table Microsoft AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
Table General Electric (GE) Company Basic Information, Manufacturing Base and Competitors
Table General Electric (GE) Company AI for Radiology Type and Applications
Table General Electric (GE) Company AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
Table Aidoc Basic Information, Manufacturing Base and Competitors
Table Aidoc AI for Radiology Type and Applications
Table Aidoc AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
Table Arterys Basic Information, Manufacturing Base and Competitors
Table Arterys AI for Radiology Type and Applications
Table Arterys AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
Table Qure.ai Basic Information, Manufacturing Base and Competitors
Table Qure.ai AI for Radiology Type and Applications
Table Qure.ai AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
Table Siemens AG Basic Information, Manufacturing Base and Competitors
Table Siemens AG AI for Radiology Type and Applications
Table Siemens AG AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
Table Intel Basic Information, Manufacturing Base and Competitors
Table Intel AI for Radiology Type and Applications
Table Intel AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
Table IBM Basic Information, Manufacturing Base and Competitors
Table IBM AI for Radiology Type and Applications
Table IBM AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
Table NVIDIA Basic Information, Manufacturing Base and Competitors
Table NVIDIA AI for Radiology Type and Applications
Table NVIDIA AI for Radiology Sales, Price, Revenue, Gross Margin and Market Share (2017-2018)
Table Global AI for Radiology Sales by Manufacturer (2017-2018)
Figure Global AI for Radiology Sales Market Share by Manufacturer in 2017
Figure Global AI for Radiology Sales Market Share by Manufacturer in 2018
Table Global AI for Radiology Revenue by Manufacturer (2017-2018)
Figure Global AI for Radiology Revenue Market Share by Manufacturer in 2017
Figure Global AI for Radiology Revenue Market Share by Manufacturer in 2018
Figure Top 3 AI for Radiology Manufacturer (Revenue) Market Share in 2018
Figure Top 6 AI for Radiology Manufacturer (Revenue) Market Share in 2018
Figure Global AI for Radiology Sales and Growth Rate (2014-2019)
Figure Global AI for Radiology Revenue and Growth Rate (2014-2019)
Table Global AI for Radiology Sales by Regions (2014-2019)
Table Global AI for Radiology Sales Market Share by Regions (2014-2019)
Table Global AI for Radiology Revenue by Regions (2014-2019)
Figure Global AI for Radiology Revenue Market Share by Regions (2014-2019)
Figure Global AI for Radiology Revenue Market Share by Regions in 2018
Figure North America AI for Radiology Sales and Growth Rate (2014-2019)
Figure Europe AI for Radiology Sales and Growth Rate (2014-2019)
Figure Asia-Pacific AI for Radiology Sales and Growth Rate (2014-2019)
Figure South America AI for Radiology Sales and Growth Rate (2014-2019)
Figure Middle East and Africa AI for Radiology Sales and Growth Rate (2014-2019)
Figure North America AI for Radiology Revenue and Growth Rate (2014-2019)
Table North America AI for Radiology Sales by Countries (2014-2019)
Table North America AI for Radiology Sales Market Share by Countries (2014-2019)
Figure North America AI for Radiology Sales Market Share by Countries (2014-2019)
Figure North America AI for Radiology Sales Market Share by Countries in 2018
Table North America AI for Radiology Revenue by Countries (2014-2019)
Table North America AI for Radiology Revenue Market Share by Countries (2014-2019)
Figure North America AI for Radiology Revenue Market Share by Countries (2014-2019)
Figure North America AI for Radiology Revenue Market Share by Countries in 2018
Figure United States AI for Radiology Sales and Growth Rate (2014-2019)
Figure Canada AI for Radiology Sales and Growth Rate (2014-2019)
Figure Mexico AI for Radiology Sales and Growth Rate (2014-2019)
Figure Europe AI for Radiology Revenue and Growth Rate (2014-2019)
Table Europe AI for Radiology Sales by Countries (2014-2019)
Table Europe AI for Radiology Sales Market Share by Countries (2014-2019)
Table Europe AI for Radiology Revenue by Countries (2014-2019)
Figure Europe AI for Radiology Revenue Market Share by Countries (2014-2019)
Figure Europe AI for Radiology Revenue Market Share by Countries in 2018
Figure Germany AI for Radiology Sales and Growth Rate (2014-2019)
Figure UK AI for Radiology Sales and Growth Rate (2014-2019)
Figure France AI for Radiology Sales and Growth Rate (2014-2019)
Figure Russia AI for Radiology Sales and Growth Rate (2014-2019)
Figure Italy AI for Radiology Sales and Growth Rate (2014-2019)
Figure Asia-Pacific AI for Radiology Revenue and Growth Rate (2014-2019)
Table Asia-Pacific AI for Radiology Sales by Countries (2014-2019)
Table Asia-Pacific AI for Radiology Sales Market Share by Countries (2014-2019)
Figure Asia-Pacific AI for Radiology Sales Market Share by Countries 2018
Table Asia-Pacific AI for Radiology Revenue by Countries (2014-2019)
Figure Asia-Pacific AI for Radiology Revenue Market Share by Countries 2018
Figure China AI for Radiology Sales and Growth Rate (2014-2019)
Figure Japan AI for Radiology Sales and Growth Rate (2014-2019)
Figure Korea AI for Radiology Sales and Growth Rate (2014-2019)
Figure India AI for Radiology Sales and Growth Rate (2014-2019)
Figure Southeast Asia AI for Radiology Sales and Growth Rate (2014-2019)
Figure South America AI for Radiology Revenue and Growth Rate (2014-2019)
Table South America AI for Radiology Sales by Countries (2014-2019)
Table South America AI for Radiology Sales Market Share by Countries (2014-2019)
Figure South America AI for Radiology Sales Market Share by Countries in 2018
Table South America AI for Radiology Revenue by Countries (2014-2019)
Table South America AI for Radiology Revenue Market Share by Countries (2014-2019)
Figure South America AI for Radiology Revenue Market Share by Countries in 2018
Figure Brazil AI for Radiology Sales and Growth Rate (2014-2019)
Figure Argentina AI for Radiology Sales and Growth Rate (2014-2019)
Figure Colombia AI for Radiology Sales and Growth Rate (2014-2019)
Figure Middle East and Africa AI for Radiology Revenue and Growth Rate (2014-2019)
Table Middle East and Africa AI for Radiology Sales by Countries (2014-2019)
Table Middle East and Africa AI for Radiology Sales Market Share by Countries (2014-2019)
Figure Middle East and Africa AI for Radiology Sales Market Share by Countries in 2018
Table Middle East and Africa AI for Radiology Revenue by Countries (2014-2019)
Table Middle East and Africa AI for Radiology Revenue Market Share by Countries (2014-2019)
Figure Middle East and Africa AI for Radiology Revenue Market Share by Countries (2014-2019)
Figure Middle East and Africa AI for Radiology Revenue Market Share by Countries in 2018
Figure Saudi Arabia AI for Radiology Sales and Growth Rate (2014-2019)
Figure UAE AI for Radiology Sales and Growth Rate (2014-2019)
Figure Egypt AI for Radiology Sales and Growth Rate (2014-2019)
Figure Nigeria AI for Radiology Sales and Growth Rate (2014-2019)
Figure South Africa AI for Radiology Sales and Growth Rate (2014-2019)
Table Global AI for Radiology Sales by Type (2014-2019)
Table Global AI for Radiology Sales Share by Type (2014-2019)
Table Global AI for Radiology Revenue by Type (2014-2019)
Table Global AI for Radiology Revenue Share by Type (2014-2019)
Figure Global Deep Learning Sales Growth (2014-2019)
Figure Global Deep Learning Price (2014-2019)
Figure Global Computer Vision Sales Growth (2014-2019)
Figure Global Computer Vision Price (2014-2019)
Figure Global Others Sales Growth (2014-2019)
Figure Global Others Price (2014-2019)
Table Global AI for Radiology Sales by Application (2014-2019)
Table Global AI for Radiology Sales Share by Application (2014-2019)
Figure Global Neurology Sales Growth (2014-2019)
Figure Global Cardiovascular Sales Growth (2014-2019)
Figure Global Breast Sales Growth (2014-2019)
Figure Global Lung Sales Growth (2014-2019)
Figure Global Liver Sales Growth (2014-2019)
Figure Global Others Sales Growth (2014-2019)
Figure Global AI for Radiology Sales, Revenue and Growth Rate (2019-2024)
Table Global AI for Radiology Sales Forecast by Regions (2019-2024)
Table Global AI for Radiology Market Share Forecast by Regions (2019-2024)
Figure North America Sales AI for Radiology Market Forecast (2019-2024)
Figure Europe Sales AI for Radiology Market Forecast (2019-2024)
Figure Asia-Pacific Sales AI for Radiology Market Forecast (2019-2024)
Figure South America Sales AI for Radiology Market Forecast (2019-2024)
Figure Middle East and Africa Sales AI for Radiology Market Forecast (2019-2024)
Table Global AI for Radiology Sales Forecast by Type (2019-2024)
Table Global AI for Radiology Market Share Forecast by Type (2019-2024)
Table Global AI for Radiology Sales Forecast by Application (2019-2024)
Table Global AI for Radiology Market Share Forecast by Application (2019-2024)
Table Distributors/Traders/ Dealers List

RESEARCH METHODOLOGY

A research methodology is a systematic approach for assessing or conducting a market study. Researchers tend to draw on a variety of both qualitative and quantitative study methods, inclusive of investigations, survey, secondary data and market observation.

Such plans can focus on classifying the products offered by leading market players or simply use statistical models to interpret observations or test hypotheses. While some methods aim for a detailed description of the factors behind an observation, others present the context of the current market scenario.

Now letā€™s take a closer look at the research methods here.

Secondary Research Model

Extensive data is obtained and cumulated on a substantial basis during the inception phase of the research process. The data accumulated is consistently filtered through validation from the in-house database, paid sources as well reputable industry magazines. A robust research study requires an understanding of the overall value chain. Annual reports and financials of industry players are studied thoroughly to have a comprehensive idea of the market taxonomy.

Primary Insights

Post conglomeration of the data obtained through secondary research; a validation process is initiated to verify the numbers or figures. This process is usually performed by having a detailed discussion with the industry experts.

However, we do not restrict our primary interviews only to the industry leaders. Our team covers the entire value chain while verifying the data. A significant number of raw material suppliers, local manufacturers, distributors, and stakeholders are interviewed to make our findings authentic. The current trends which include the drivers, restraints, and opportunities are also derived through the primary research process.

Market Estimation

The market estimation is conducted by analyzing the data collected through both secondary and primary research. This process involves market breakdown, bottom-up and top- down approach.

Moreover, while forecasting the market a comprehensive statistical time series model is designed for each market. Macroeconomic indicators are considered to understand the current trends of the market. Each data point is verified by the process of data triangulation method to arrive at the final market estimates.

Final Presentation

The penultimate process results in a holistic research report. The study equips key industry players to undertake significant strategic decisions through the findings. The report encompasses detailed market information. Graphical representations of the current market trends are also made available in order to make the study highly comprehensible for the reader.

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