The computer aided diagnostics (CAD) have emerged as one of the major potential tools in the medical imaging and diagnostic radiology. The performance and interpretation of diagnostic radiology test is a complex process, since handling and interpretation of the large volume of medical data and images can lead to increasing chances of interpretation errors by the radiologists. However, the solution to the prevention of these errors is the usage of computer aided diagnostics (CAD), along with several imaging modalities, in order to analyse and interpret medical images more accurately and precisely. The primary factors associated with the usage of CAD solutions are decreased false negative rate, accurate detection of cancer at an early stage, increased specificity and sensitivity of the diagnostics tests, improved intra- and inter-reader variability and reduced mortality rates.
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Global Computer Aided Diagnostics (CADx) Market - Analysis and Forecast (2017-2025)
1. GLOBAL COMPUTER AIDED DIAGNOSTICS (CADX) MARKET - ANALYSIS AND FORECAST (2017-2025)
(Focus on Application, Imaging Modalities, Country Analysis, Patent Landscape, Market Share Analysis and Competitive Landscape)
1 The Research Scope and Methodology
1.1 Scope of the Report
The report constitutes of an in-depth study of the global Computer Aided Diagnostics
(CADx) market, including a thorough analysis of the product across different regions.
The study also presents a detailed analysis of the market dynamics and the estimation
for market value over the forecast period, 2017 to 2025.
The purpose of the study is to gain a holistic view of the global CADx market in terms
of various factors influencing it like recent trends, technological advancements, and
regulatory aspects of the market. In addition, the study also comprises of exhaustive
information on the product shortcomings, unmet needs, competitive landscape,
restraints and opportunities and the other vital information with respect to different
modalities. The scope of this report is centred upon conducting a detailed study of the
solutions allied with the market. The market has been segmented into ‘Application’,
‘Modalities’, and ‘Region’. Moreover, the global CADx market report deliberates in
detail, the analysis of all the macro micro factors. It also evaluate the opportunities
in the market for stakeholders and provide details of a competitive landscape for
market leaders.
Key learnings of this research study are as following: -
• To understand the competitive landscape in the CADx market in terms of leading
players
• To identify the geographical setting holding the largest market share in the market
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2. BIS Research Analysis
Figure 1 Key Elements Considered
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In-Depth Market Dynamics Analysis
Exhaustive Product Segmentation
Comprehensive Competitive Insights
Detailed Market Share Analysis
Extensive Coverage of Market Players
Thorough Analysis of Business Opportunities
• To gain insights in terms of current reimbursement policies, regulations, directives, laws and
standards etc. in this space
• To understand the market dynamics (Drivers, Challenges and Opportunities) for different
geographical location
• To estimate the market share, growth and value of the CADx systems market during the forecast
period
Report coverage of the global CADx market includes key elements considered for the detailed
analysis of the market:
• Market Overview provides an in depth analysis of the global CADx market scenario, economic
outlook, technology trends, and legal trends
• Market Dynamics: Drivers, Challenges and Opportunities related to the global CADx market
• Competitive Insights provides a comprehensive understanding of the business environment of the
market, growth matrix, and market share analysis, among others
• An in-depth analysis of the different product divisions across various regions consists of valuable
insights into the trend followed in the market
3. BIS Research Analysis
The global CADx market is further segmented as below:
Figure 2 Global CADx Market Segmentation
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BY APPLICATION
• Oncology
• Breast Cancer
• Lung Cancer
• Colorectal Cancer
• Prostate Cancer
• Liver Cancer
• Other Cancers
• Others
BY DIAGNOSTICS MODALITIES
• Mammography
• MRI
• Ultrasound Imaging
• Tomosynthesis
• Nuclear Medicine Imaging
• X-Ray Imaging
• Others
BY REGION
• North America
• Europe
• Asia-Pacific
• RoW
MARKET SEGMENTATION
1.2 BIS Research Market Research Methodology
The research methodology design adopted for this specific study includes a mix of data collected
from primary and secondary sources. Both primary sources (in-house experts, industry leaders and
market players) and secondary sources (a host of paid and unpaid databases) along with analytical
tools have been used exhaustively to build the forecast and predictive models.
4. BIS Research Analysis
Figure 3 BIS Research Market Research Methodology
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STUDYING THE MARKET STRUCTURE
IDENTIFY MARKET, TECHNOLOGY AND COMPETITOR TRENDS
INTEGRATE INFORMATION
RESEARCH APPROACH
DATABASE FOR KEY INDUSTRY PARTICIPANTS (DKIP) PREPARATION1.
DISCUSSION GUIDE PREPARATION2.
SCHEDULING AN APPOINTMENT3.
CALL EXECUTION4.
DOCUMENTATION5.
Mainly used to obtain key information about the industry’s value
chain, the total pool of key players
Understand market classification, and segmentation according to
industry trends to the bottom-most level, regional markets, and key
developments from both market- and technology-oriented
perspectives
The primary sources from the supply side include industry experts such as CEOs, vice presidents,
marketing directors, technology and innovation directors, and related key executives from various
vendors providing technology solutions, associated service providers, and system integrators
operating in the targeted regions.
E.g. CIO’s, VP, Director New Product Development, Director –operations
A detailed questionnaire is shared with the primary respondent covering all the aspects related to
the report topic
Appointments are scheduled with CIO’s, VP – healthcare companies, Director with prior
appointments and the discussion guide is shared with the primary respondent prior to the call
Integrate information within relevant documents to form launch pad
for primary research
A roundtable discussion is held with the KIP with the aim to gather first hand information about the
technology, recent developments in the technology and future outlook/ growth or decline
The interview is recorded and the information gathered in put on the drawing board with the
information collected through secondary research.
RESELLERS
MSP’s
CONSULTANT
END USER
VENDORS
POTENTIAL
RESPONDENTS
PRIMARY RESEARCHSECONDARY RESEARCH
Primary Data Sources
The key data points taken from Primary Sources includes:
• Validation and Triangulation of all the numbers and graphs
• Validation of report segmentation and key qualitative findings
• Understanding the competitive landscape
• Understanding and considering the market dynamics factors for various market segment and
sub-segment
• Validation of impact analysis of macro and micro factors in different countries
• Percentage split of individual markets for geographical analysis
Secondary Data Sources
The research study involves the usage of extensive secondary sources such as databases, company
websites, and annual reports, among others.
5. The key data points taken from secondary sources include:
• Segmentation breakups, split-ups, and percentage shares
• Data for market value
• Key industry trends of the top players of the market
• Qualitative insights into various aspects of the market, key trends, and emerging areas of
innovation
• Quantitative data for mathematical and statistical calculations
The following figure exhibits the methodology adopted for estimating the global CADx market:
The following figure exhibits key secondary data sources considered in this report:
Figure 4 Secondary Data Sources
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SECONDARY DATA SOURCES
GOVERNMENT AND REGULATORY
SOURCES
The Centre for Disease Control (CDC)
The World Health Organization (WHO)
The National Health Services (NHS)
The National Center for Biotechnology
Information (NCBI)
The Food Drug Administration of United
States (U.S. FDA)
STOCK ANALYST WEBSITES
Seeking Alpha
Yahoo Finance
Wiki Finance
The Wall Street Journal
COMPANY SOURCES
Annual Reports
Press Releases
SEC Filings
Investor Presentations
Financial Disclosures
PUBLIC AND PRIVATE DATABASES
Medline
PubMed
National Library of Medicine
ProQuest
Thin Database
CMS Datasets
Medicare Beneficiaries Database
Oxon Epidemiology
BIS Research Analysis
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Figure 5 Top Down and Bottom Up Approach
Having estimated the global market size, the forecast employs a set of macro factors such as the
population, disease prevalence rate, population, healthcare expenditure, disposable income, and
Gross Domestic Product (GDP), among others.
Assumptions and Limitations
The following figure exhibits the standard assumptions and limitations which have been followed
throughout the research study of the global CADx market:
Total global CADx market size ($million)
Percent split for the product type
and sub-types of global CADx
market
Geographical split
Summation of x y
Average selling price (ASP) for
each type of product (Y)
Products into number of units (X)
Analysis of macro micro factors
Market
value of
global CADx
market
Regional and
country-wise market
for each sub-
segment
BIS Research Analysis
Note: The above approach has been followed for the market estimation of all the product segments related to Compression Therapy
market
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Figure 6 Assumptions and Limitations
CURRENCY CONVERSION
• The base currency considered for this study is U.S. $
• In the Company Profiles section, for the companies
having revenues in any other currencies, is converted
in to U.S. $
• The currencies other than U.S. $ are converted to U.S.
$ for all statistical calculations considering the average
conversion rate for the particular year
• The currency conversion rate is taken from historical
exchange rate of Oanda website
LIMITATIONS
• Technologies currently used are expected to persist
through the forecast with no major breakthrough in
technology
• The economic downturn in future was not taken
under consideration for market estimation and
forecast
AVERAGE SELLING PRICE (ASP)
• The ASP is calculated for the year 2016 and the
currency considered is U.S. $
• For calculating the ASP of the market products, the
weighted average of the list price of products has
been considered
ASSUMPTIONS FOR MARKET ESTIMATION
• The base year considered for the calculation of market
size was 2016. Instances where the market size for the
FY 2016 were not available from primary or secondary
sources, at such instances the values were estimated
based on the Delphi method.
• The historical year analysis was done from the FY 2010
to FY 2015 and the market size was estimated for the
FY 2016 and projected from the year 2017 to 2023
BIS Research Analysis
8. TABLE OF CONTENTS
Executive Summary
1. Report Scope and Methodology
1.1. Scope of the Report
1.2. Global Computer Aided Diagnostics Market Segmentation
1.3. Key Learnings
1.4. Research Methodology
1.4.1. Data Triangulation
1.4.2. Key Data Points From Secondary Sources
1.4.3. Key Data Points From Primary Sources
1.4.4. Top-Down Approach (Segmental Analysis)
1.4.5. Bottom-Up Approach (Segmental Analysis)
1.4.6. Assumption and Limitations
1.4.7. Data and Prediction Modelling
2. Market Overview
2.1. Introduction
2.2. Market Trend
2.3. Evaluation method for CAD
2.4. Involvement of Deep Learning in CADx
2.5. CADx Deep Learning need in Radiology
2.6. Advantages of Computer Aided Diagnostics
2.7. Some Restraining Factors in Widespread Adoption of CADx Deep Learning Algorithm
2.8. CADx-Recent Developments
3. Market Dynamics
3.1. Overview
3.2. Market Drivers
3.3. Market Restraints
3.4. Market Challenges
3.5. Market Opportunities
4. Competitive Landscape
4.1. Key Market Development Snapshot
4.1.1. New Product Launches, Developments and Testing
4.1.2. Patents, Approvals and Certifications
4.1.3. Mergers and Acquisitions
4.1.4. Collaborations, Joint Ventures Partnerships
4.1.5. Business Expansion
4.1.6. Others Strategies
4.2. Technological Trend
4.3. Legal Requirements and Regulations
4.4. Supply Chain Analysis
5. Industry Insights
5.1. Patent Landscape
5.2. Consortiums, Associations and Regulatory Bodies
6. Global CADx Market by Applications
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6.1. Overview
6.2. Oncology
6.2.1. Breast Cancer
6.2.2. Lung Cancer
6.2.3. Colorectal Cancer
6.2.4. Prostate Cancer
6.2.5. Liver Cancer
6.2.6. Other Cancers
6.3. Other Diseases
7. Global CADx Market by Imaging Modalities
7.1. Overview
7.2. Mammography
7.3. Magnetic Resonance Imaging (MRI)
7.4. Ultrasound
7.5. Tomosynthesis
7.6. Computed Tomography (CT)
7.7. Others
8. Global CADx Market by Geography
8.1. Overview
8.2. North America
8.2.1. The U.S.
8.2.2. Canada
8.3. Europe
8.3.1. The U.K.
8.3.2. Germany
8.3.3. France
8.3.4. Italy
8.3.5. Spain
8.3.6. Poland
8.3.7. Netherlands
8.3.8. Switzerland
8.3.9. Austria
8.3.10. Rest of Europe
8.4. Asia-Pacific
8.4.1. Japan
8.4.2. China
8.4.3. South Korea
8.4.4. Australia
8.4.5. India
8.4.6. Rest of APAC
8.5. RoW
8.5.1. Brazil
8.5.2. Russia
8.5.3. Others
9. Company Profiles
9.1. Cadens Medical Imaging
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Figure 7 Market Share Analysis, 2015
XX
XX
XX
XX
XX
XX
XX
XX
XX
XX
XX
XX
XX
XX XX
XX
XX
XX
XX
2015 Acelity
Smith Nephew
Molnlycke Healthcare
Convatec
3M Healthcare
P.Hartmann
Oranogenesis
BSN Medical
Coloplast
Integra Life Science
MiMedx Group, Inc
Osiris Therapeutics Inc
DeRoyal Industries, Inc.
Derma Sciences
BioD, LLC
Alliqua
MISONIX, INC.
Cytori Therapeutic
Others
BIS Research Analysis
Sample Figures
BIS Research Analysis
Figure 8 Growth Share Matrix, 2015
SN, 17%
Molnlycke,14.0%
ConvaTec,12.1%
3M, 11.2%
Hertmann 10.6%
Acelity, 7.2%
Coloplast, 6.8%BSN,6.4%
Medline, 3.4%
Derma Sciences,
.4%
Others, 10.7%
-25.0%
-20.0%
-15.0%
-10.0%
-5.0%
0.0%
5.0%
10.0%
15.0%
20.0%
25.0%
0.0% 2.0% 4.0% 6.0% 8.0% 10.0% 12.0% 14.0% 16.0% 18.0%
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