Ultra Market Research | Global Computer Vision in Healthcare Market
Global Computer Vision in Healthcare Market
Report ID : 886
Category : Pharmaceuticals,Global
No Of Pages : 133
Published on: December 2024
Status: Published
Format :
Key Question Answer
Global Market Outlook
In-depth analysis of global and regional trends
Analyze and identify the major players in the market, their market share, key developments, etc.
To understand the capability of the major players based on products offered, financials, and strategies.
Identify disrupting products, companies, and trends.
To identify opportunities in the market.
Analyze the regional penetration of players, products, and services in the market.
Comparison of major players financial performance.
Evaluate strategies adopted by major players.
Recommendations
Introduction
The Global Computer Vision in Healthcare Market is revolutionizing the medical field by leveraging advanced imaging technologies and artificial intelligence to enhance diagnostics, treatment, and patient care. Computer vision technology, which involves enabling machines to interpret and process visual data, has found significant applications in radiology, pathology, surgery, and patient monitoring. Recent trends highlight the integration of deep learning algorithms to improve diagnostic accuracy and speed. With the growing adoption of telemedicine, wearable devices, and smart imaging systems, the market is poised for substantial growth. The increased focus on personalized healthcare and early disease detection further propels the demand for computer vision in healthcare.
Segmentation
Applications
Medical Imaging
Radiology
X-ray Interpretation
MRI Analysis
Others
Pathology
Histopathological Image Analysis
Cytology
Others
Surgery Assistance
Robotic Surgery
Preoperative Planning
Others
Patient Monitoring
Technology
Deep Learning
Convolutional Neural Networks (CNN)
Recurrent Neural Networks (RNN)
Others Machine Learning
Supervised Learning
Unsupervised Learning
Reinforcement Learning
Others Hardware
Cameras
GPUs
Others
End-users
Hospitals
Public Hospitals
Private Hospitals Diagnostic Centers Research Institutes Pharmaceutical Companies
List of Market Players
NVIDIA Corporation (United States)
IBM Corporation (United States)
Microsoft Corporation (United States)
Intel Corporation (United States)
Google LLC (United States)
Siemens Healthineers (Germany)
GE Healthcare (United States)
Philips Healthcare (Netherlands)
Medtronic (Ireland)
Canon Medical Systems Corporation (Japan)
Basler AG (Germany)
Micron Technology (United States)
Clarifai Inc. (United States)
Arterys Inc. (United States)
Zebra Medical Vision (Israel)
Drivers
TheGlobal Computer Vision in Healthcare Market is driven by advancements in technology and increasing demand for precision medicine. The surge in chronic diseases, such as cancer and cardiovascular disorders, has necessitated the adoption of accurate and reliable diagnostic tools, where computer vision plays a critical role. Additionally, the integration of artificial intelligence into healthcare systems enables better decision-making, reduces human errors, and enhances the efficiency of medical professionals. The rising focus on telemedicine and remote patient monitoring further bolsters the adoption of computer vision technologies, ensuring seamless healthcare delivery. Moreover, government initiatives and investments in healthcare IT infrastructure continue to propel market growth.
Restraints
Despite its promising potential, the Global Computer Vision in Healthcare Market faces several challenges. High initial costs of implementation and maintenance act as a significant barrier for small and medium-sized healthcare facilities. Additionally, concerns surrounding data privacy and security hinder the widespread adoption of computer vision technology in healthcare. The lack of skilled professionals to handle advanced AI-based tools also impedes market growth. Furthermore, regulatory hurdles and the need for compliance with stringent medical standards can slow the development and deployment of computer vision solutions. Addressing these challenges is crucial to unlocking the full potential of the market.
Opportunity
The Global Computer Vision in Healthcare Market offers significant opportunities, particularly in emerging economies where healthcare infrastructure is rapidly improving. The increasing penetration of telemedicine and wearable health devices creates new avenues for computer vision applications. Collaborations between technology providers and healthcare institutions pave the way for innovative solutions tailored to specific medical needs. The use of augmented reality (AR) and virtual reality (VR) in surgical procedures, combined with computer vision, opens new possibilities for enhanced medical training and real-time guidance. Additionally, advancements in deep learning and AI algorithms promise more accurate disease detection and personalized treatment plans, driving market expansion.
Trend
A notable trend in the Global Computer Vision in Healthcare Market is the rise of edge computing in medical imaging. By processing data closer to the source, edge computing reduces latency and ensures real-time analysis, which is critical for applications like surgery assistance and emergency diagnostics. Another trend is the integration of multimodal data, combining visual data from imaging systems with electronic health records (EHRs) and genomic information to provide holistic insights into patient health. The adoption of federated learning, which allows collaborative AI model training without data sharing, addresses privacy concerns and boosts AI adoption in healthcare. These trends underscore the transformative potential of computer vision technologies.
Approved Products
Aidoc’s AI-Powered Radiology Solutions
Zebra Medical Vision’s Imaging Analytics Platform
Arterys Cloud-Based Imaging Solutions
Siemens AI-Rad Companion
GE Healthcare’s Revolution CT Scanner
Pipeline/Reg/Pre-Reg Products
NVIDIA Clara for AI-Assisted Medical Imaging
Philips IntelliSpace AI Workflow Suite
Canon’s Advanced Imaging Systems
IBM Watson Health Imaging AI Solutions
Micron Technology’s AI-Based Pathology Tools
Key Target Audience
Healthcare Providers
Diagnostic Imaging Centers
Medical Device Manufacturers
Pharmaceutical Companies
Research Organizations
Government Health Departments
FAQs
The Global Computer Vision in Healthcare Market refers to the use of AI-based visual data processing technologies in healthcare for diagnostics, treatment, and patient care.
Applications include medical imaging, surgical assistance, patient monitoring, and pathology.
Some key players include NVIDIA Corporation, IBM Corporation, Siemens Healthineers, and GE Healthcare
Factors include advancements in AI technology, increasing demand for precision medicine, and the rise of telemedicine.
Challenges include high implementation costs, data privacy concerns, and regulatory hurdles.
Opportunities lie in emerging economies, telemedicine expansion, and AI-driven personalized healthcare solutions.
Table of Contents
Introduction 1.1 Definition of the Global Computer Vision in Healthcare Market 1.2 Key Applications 1.3 Recent Trends
Market Segmentation 2.1 Applications 2.1.1 Medical Imaging 2.1.1.1 Radiology 2.1.1.2 Pathology 2.1.1.3 Surgery Assistance 2.1.1.4 Patient Monitoring 2.2 Technology 2.2.1 Deep Learning 2.2.2 Machine Learning 2.2.3 Hardware 2.3 End-Users 2.3.1 Hospitals 2.3.2 Diagnostic Centers 2.3.3 Research Institutes 2.3.4 Pharmaceutical Companies
List of Market Players 3.1 Top Companies Operating in the Market
Drivers, Restraints, Opportunities, and Trends Overview
Research Methodology
The process of market research at Ultra Market Research is an iterative in application and usually follows following path. Information from secondary used to build data models, then results from data models are validated from primary participants. Then cycle repeats where, according to inputs from primary participants, additional secondary research is done and new Information is again incorporated into data model. The process continues till desired level of Information is not generated
To calculate the market size, the report considers the revenue generated from the sales of Ultra Market Research providers. The revenue generated from the sales of Ultra Market Research has been calculated through primary and secondary research. The report also presents the key players operating in the Ultra Market Research market across the globe identified through secondary research and a corresponding detailed analysis of the top vendors in the market. The market size calculation also includes distribution channel segmentation determined using secondary sources and verified through primary sources.
Secondary Research
The secondary research source that are typically referred to include, but are not limited to:
Company websites, annual reports, financial reports, broker reports, investor presentations and SEC filings
Internal and external proprietary databases, relevant patent and regulatory databases
National government documents, statistical databases and market reports
News articles, press releases and web-casts specific to the companies operating in the market
The source for secondary research includes but is not limited to: Factiva, Hoovers and Statista
Inner Circle Represents – Stage of Research Process
Middle Circle Represents – Source of Information
Outer Circle Represents – Information Derived from that source
Primary Research We conduct primary interviews on an ongoing basis with industry participants and commentators in order to validate data and analysis. A typical research interview fulfills the following functions:
It provides first-hand Information on the market size, market trends, growth trends, competitive landscape, future outlook etc.
Helps in validating and strengthening the secondary research findings
Further develops the analysis team’s expertise and market understanding
Primary research involves E-mail interactions, telephonic interviews as well as face-to-face interviews for each market, category, segment and sub-segment across geographies
The participants who typically take part in such a process include, but are not limited to:
Industry participants: CEOs, VPs, marketing/ distribution channel managers, market intelligence managers and national sales managers
Purchasing managers, technical personnel, distributors and resellers
Outside experts: Investment bankers, valuation experts, research analysts specializing in specific markets
Key opinion leaders specializing in different areas corresponding to different industry distribution channels
Models Where no hard data is available, we use modeling and estimates in order to produce comprehensive data sets. A rigorous methodology is adopted in which the available hard data is cross referenced with the following data distribution channels to produce estimates:
Demographic data: Population split by segment
Macro-economic indicators: GDP, etc.
Industry indicators: Expenditure, distribution channel stage & infrastructure, sector growth and facilities.
Data is then cross checked by the expert panel.
2..1 Company Share Analysis Model
Company share analysis is used to derive the size of Global market. As well as study of revenues of companies for last three to five years also provide the base for forecasting the market size and its growth rate. This model is built in following steps: 2..2 Revenue Based Modeling
Revenue based models can be built in two ways – Top-Down or Bottom-Up irrespective of industry. Market size estimated from company share analysis acts as a validation point for bottom-up approach where as it acts as starting point for top-down approach.
2.1 Research Limitations Inflation is not a part of pricing in this report. Prices of Global Computer Vision in Healthcare Market and its derivatives vary in each region and hence similar revenue ratio does not follow for each individual region. The same price for each distribution channel has been taken into account while estimating and forecasting market revenue Globally. Regional average price has been considered while breaking down this market by application in each region. This report provides market size of Global Computer Vision in Healthcare Market for the past year and forecasts for the next six years. Global Computer Vision in Healthcare Market size is given in terms of revenue. Market revenue is defined in USD Million. Market numbers are given on the basis of different Global Computer Vision in Healthcare Market categories. Market size and forecasts for each major application is provided in the context of Global market. The numbers provided in this report are derived on the basis of demand for Global Computer Vision in Healthcare Market from different application industries in different regions
Segmentation
Applications
Medical Imaging
Radiology
X-ray Interpretation
MRI Analysis
Others
Pathology
Histopathological Image Analysis
Cytology
Others
Surgery Assistance
Robotic Surgery
Preoperative Planning
Others
Patient Monitoring
Technology
Deep Learning
Convolutional Neural Networks (CNN)
Recurrent Neural Networks (RNN)
Others Machine Learning
Supervised Learning
Unsupervised Learning
Reinforcement Learning
Others Hardware
Cameras
GPUs
Others
End-users
Hospitals
Public Hospitals
Private Hospitals Diagnostic Centers Research Institutes Pharmaceutical Companies
