Digital Twins in Healthcare Market Size, Share & Trends by Component (Software, Services), Application (Personalized Medicine, Drug Discovery, Medical Education, Workflow Optimization), End User (Providers, Research & Academia, Payers), and Region - Global Forecast to 2028
Digital Twins in Healthcare Market Size, Share & Trends
The size of global digital twins in healthcare market in terms of revenue was estimated to be worth $1.6 billion in 2023 and is poised to reach $21.1 billion by 2028, growing at a CAGR of 67.0% from 2023 to 2028. The comprehensive research encompasses an exhaustive examination of industry trends, meticulous pricing analysis, patent scrutiny, insights derived from conferences and webinars, identification of key stakeholders, and a nuanced understanding of market purchasing dynamics.
The rising demand of technologically advanced solutions and the growing emphasis of digital twin technology supporting various healthcare applications are some of the critical factors offering opportunities to the market. However, lack of technical expertise and data management issues are key factors challenging the growth of the market.
Digital Twins in Healthcare Market Trends
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Digital Twins in Healthcare Market Dynamics
Driver: Increasing investments in digital twin technology by public and private entities
In recent years, there has been a growing interest in digital twin technology, it is a concept that involves creating a virtual replica of a physical object, system, or process. Technology has a wide range of applications across industries, including manufacturing, healthcare, construction, and infrastructure management. As a result, both public and private entities have been increasing their investments in digital twin technology, recognizing its potential to drive innovation and improve operational efficiency. 'Digi Twins' is a European flagship project launched in 2018 with over 200 partners from 32 countries working together. These partners include universities, research institutes, hospitals, and technology companies. Key partners involved in the project include Siemens, Philips, Fraunhofer Institute, Technical University of Munich, Imperial College London, Karolinska Institute. It has received USD 1,180 million in funding over 10 years. This project aimed to develop personalized healthcare and prevention strategies based on the idea of a 'virtual patient'. Similarly, in October 2021, Twin Health, a company that makes technology called Whole Body Digital Twin to improve healthcare, received USD 140 million in Series C funding. Unlearn is a company from the US that created a machine-learning platform called DiGenesis. The investments made by both public and private sectors will help accelerate the development and adoption of digital twins’ technology. Creating new opportunities in the healthcare industry will boost the market growth in the coming years.
Restraint: Managing data quality and privacy issues and high implementation costs
Technology that involves collecting and analyzing sensitive data has concerns about data quality and privacy. Data is collected from multiple sources, including electronic health records, wearables, and other medical devices. Then it is integrated into the digital twins in a consistent, reliable, and secure way. Without high-quality data, the accuracy and reliability of the digital twin are compromised, which can impact patient care and treatment outcomes. Another critical concern is data privacy. To avoid privacy issues, organizations should adopt robust data governance frameworks and security protocols to ensure the accuracy, reliability, and security of patient data.
Implementing digital twins’ technology can be costly due to acquiring the necessary hardware, software, and data storage systems. As technology matures and becomes more widely adopted, it is expected that costs may decrease over time. The aforementioned factors are expected to impact market growth to a certain extent.
Opportunity: Increasing focus on cutting-edge real-time data analytics
Digital twins generate vast amounts of data that can be analyzed in real-time to provide insights into patient health, resource utilization, and operational efficiency. For example, a hospital's digital twins can collect and analyze real-time data from various sources, including medical devices, electronic health records, and IoT sensors, to detect potential equipment failures, predict patient outcomes, and identify areas of operational inefficiency. Real-time data analytics can also help healthcare providers make informed treatment plans, resource allocation, and patient care decisions. The base of the complete digital twins technology is data analytics. Once established, digital twins and analytics will provide more accurate diagnostics, and optimal and predictive operations. These advancements have facilitated digital twins technology in healthcare, which is expected to create potential in the coming years.
Challenge: Lack of technical expertise and data management issues
Implementing and maintaining digital twin technology in healthcare requires specialized skills and knowledge in areas such as data science, software engineering, and machine learning. Adapting to this nascent technology is challenging, especially in the healthcare field, with large unstructured data repositories. Without enough skilled professionals to design, implement, and maintain digital twins’ technology, healthcare organizations may face delays, higher costs, and limited access to the benefits of this technology. To address this challenge, healthcare organizations can invest in training and education programs for their existing workforce and collaborate with academic institutions to develop specialized training programs to meet the growing demand for skilled professionals in this field.
Digital Twin in Healthcare Market Ecosystem
The ecosystem market map of the overall market comprises the elements present in this market and defines these elements with a demonstration of the bodies involved. It includes products and services. The manufacturers of various products include the organizations involved in the entire process of research, product development, optimization, and launch. The services are offered to end-users by vendors either directly or in collaboration with a third party.
Research and product development includes in-house research facilities, contract research organizations, and contract development and manufacturing organizations, which play a key role in outsourcing services for product development.
Source: Secondary Literature, Interviews with Experts, and MarketsandMarkets Analysis
Personalized Medicine segment of Digital Twins in Healthcare Industry is expected to register the significant share by the application during the forecast period
The personalized medicine segment of Digital Twins in Healthcare Market is expected to register a significant share by the application during the forecast period. The growth of personalized medicine is driven by its ability to improve treatment efficacy, minimize adverse effects, and enhance patient outcomes. Advancements in genomics, molecular diagnostics, and precision medicine have further fueled the demand for digital twin solutions in personalized medicine, leading to significant market growth.
Healthcare Providers segment accounted for a considerable share in the digital twins in healthcare industry, by the end user in 2022
In 2022, the healthcare providers segment accounted for a significant share of the digital twins in healthcare market. The large share of this segment can be attributed to the enhanced diagnostic capabilities of the hospitals enabling more precise disease diagnosis, better and in-time medications, data-driven decision-making, and the increasing adoption of telehealth & telemedicine in healthcare.
North America dominated the digital twins in healthcare industry in 2022
North America accounted for the largest share of the digital twins in healthcare market. The large share of North America can be attributed to the increasing government funding & investments for digital twin and a growing number of digital twin companies catering to the healthcare industry in the region.
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Prominent companies in this market include Siemens Healthineers AG (Germany), Dassault Systèmes (France), Microsoft (US), Koninklijke Philips N.V. (Netherlands), Faststream Technologies (US), Twin LTD (US), IBM (US), NVIDIA Corporation (US), GE Healthcare (US), NUREA (France), ANSYS, Inc. (US), Rescale, Inc. (US), Predictiv (US), Verto Health (Canada), PrediSurge (France), Qbio (US), Virtonomy GmbH (Germany), Unlearn AI (US), Atos SE (France), ThoughtWire (Canada), Amazon Web Services, Inc.(US), Oracle(US), PTC (US), SAP (Germany), Sim and Cure (France).
Scope of the Digital Twins in Healthcare Industry
Report Metric |
Details |
Market Revenue in 2023 |
$1.6 billion |
Projected Revenue by 2028 |
$21.1 billion |
Revenue Rate |
Poised to Grow at a CAGR of 67.0% |
Market Driver |
Increasing investments in digital twin technology by public and private entities |
Market Opportunity |
Increasing focus on cutting-edge real-time data analytics |
The study categorizes the digital twins in healthcare market to forecast revenue and analyze trends in each of the following submarkets:
By Component
- Software
- Services
By Application
- Drug Discovery & Development
- Personalized medicine
- Surgical Planning and Medical Education
- Medical Device Design and Testing
- Healthcare Workflow Optimization & Asset Management
- Others
By End User
- Pharma & Bio-pharma companies
- Research & Academia
- Providers
- Medical device Companies
- Others
By Region
-
North America
- US
- Canada
-
Europe
- Germany
- France
- UK
- RoE
-
Asia Pacific
- Japan
- China
- RoAPAC
- Rest of the World
Recent Developments of Digital Twins in Healthcare Industry
- In April 2023, Oracle (US) collaborated with Deloitte (UK), This collaboration focuses on modernizing electronic health records, optimizing operations, and leveraging AI-driven insights to deliver a patient-centric, future-ready healthcare delivery system. By combining Deloitte's industry expertise with Oracle's technology portfolio, they aim to meet the evolving needs of the healthcare industry and improve operational efficiency.
- In July 2022, PTC (US) formed an allince with Schaeffler (Germany), through this, Schaeffler will use PTC technologies to create an integrated, end-to-end IT landscape as part of a new strategic alliance. PTC's efforts to further develop and evolve market-specific standard solutions to better satisfy the demands of automotive and industrial companies would benefit from Schaeffler's input. The new partnership will expand on Schaeffler's strong twenty-year relationship with PTC, which began with Schaeffler's adoption of PTC's CAD and PLM products. These tools are critical for introducing and developing Schaeffler's digital twin initiatives and visualizing 3D models (such as those utilized in augmented reality projects).
- In March 2022 Microsoft (US) partnered with Johnson & Johnson (US), This collaboration aims to develop a new digital surgical platform using Azure Digital Twins technology which will enable surgeons to create a digital twin of a patient's anatomy to plan and practice surgeries
Frequently Asked Questions (FAQ):
What is the projected market revenue value of the global digital twins in healthcare market?
The global digital twins in healthcare market boasts a total revenue value of $21.1 billion by 2028.
What is the estimated growth rate (CAGR) of the global digital twins in healthcare market?
The global digital twins in healthcare market has an estimated compound annual growth rate (CAGR) of 67.0% and a revenue size in the region of $1.6 billion in 2023.
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- 5.1 INTRODUCTION
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5.2 MARKET DYNAMICSMARKET DRIVERS- Increasing investments by public and private entities- Growing applications of digital twins- Technological advancements- Growing funding and investments in digital twin start-upsRESTRAINTS- Managing data quality, privacy issues, and high implementation costsOPPORTUNITIES- Increasing focus on cutting-edge real-time data analytics- Growing importance of digital twins in emerging economiesCHALLENGES- Lack of skilled professionals- Integration with existing systems and outdated digital infrastructure
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6.1 INDUSTRY TRENDSTRANSFORMATION IN CLINICAL TRIALSREVOLUTIONIZING MEDICAL TRAINING AND DIAGNOSTICSIMPROVING OPERATIONAL EFFICIENCY IN HOSPITALS
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6.2 TECHNOLOGY ANALYSISTECHNOLOGY STACK- 5G networks- Internet of Things- Cloud and edge computing- Blockchain- Augmented reality, virtual reality, and mixed reality- Artificial intelligence and machine learning
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6.3 PORTER’S FIVE FORCES ANALYSISINTENSITY OF COMPETITIVE RIVALRYBARGAINING POWER OF SUPPLIERSBARGAINING POWER OF BUYERSTHREAT OF NEW ENTRANTSTHREAT OF SUBSTITUTES
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6.4 REGULATORY LANDSCAPEREGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
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6.5 VALUE CHAIN ANALYSISPLANNING & REVISING FUNDSRESEARCH & DEVELOPMENTSOFTWARE DESIGN, FRAMEWORK, AND DEVELOPMENTPRODUCT/SOLUTION PROVIDERSEND USERS AND AFTER-SALES SERVICE PROVIDERS
- 6.6 ECOSYSTEM/MARKET MAP
- 6.7 PATENT ANALYSIS
- 6.8 ADJACENT MARKET ANALYSIS
- 6.9 CASE STUDY ANALYSIS
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6.10 KEY STAKEHOLDERS & BUYING CRITERIAKEY STAKEHOLDERS IN BUYING PROCESSBUYING CRITERIA
- 6.11 KEY CONFERENCES & EVENTS, 2023–2024
- 6.12 TRENDS/DISRUPTIONS IMPACTING BUYERS
- 7.1 INTRODUCTION
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7.2 SERVICESINTRODUCTION OF COMPLEX SOFTWARE TO DRIVE DEMAND FOR SERVICES
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7.3 SOFTWARESHIFT TO WEB/CLOUD-BASED MODELS TO SUPPORT GROWTH
- 8.1 INTRODUCTION
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8.2 DRUG DISCOVERY & DEVELOPMENTABILITY OF DIGITAL TWINS TO ENHANCE DRUG DISCOVERY & DEVELOPMENT TO BOOST MARKET
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8.3 PERSONALIZED MEDICINEQUICK AND COST-EFFECTIVE DEVELOPMENT AND TESTING OF PERSONALIZED DIAGNOSTICS TO SUPPORT MARKET
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8.4 SURGICAL PLANNING & MEDICAL EDUCATIONABILITY OF DIGITAL TWINS TO ENHANCE SURGICAL TRAINING AND SIMULATE SURGICAL PROCEDURES TO BOOST ADOPTION
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8.5 MEDICAL DEVICE DESIGN & TESTINGPOTENTIAL OF DIGITAL TWINS TO STREAMLINE OPERATIONS, MINIMIZE RISK, AND REDUCE DOWNTIME TO PROMOTE USE
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8.6 HEALTHCARE WORKFLOW OPTIMIZATION & ASSET MANAGEMENTADVANTAGES SUCH AS IMPROVED EFFICIENCY AND VALUABLE INSIGHTS TO SUPPORT DEMAND
- 8.7 OTHER APPLICATIONS
- 9.1 INTRODUCTION
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9.2 PHARMA & BIOPHARMA COMPANIESRISING DEMAND FOR SOLUTIONS TO REDUCE TIME AND COST OF DRUG DEVELOPMENT TO BOOST ADOPTION
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9.3 RESEARCH & ACADEMIAINTERACTIVE AND IMMERSIVE LEARNING EXPERIENCES OFFERED BY DIGITAL TWINS TO BOOST ADOPTION
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9.4 HEALTHCARE PROVIDERSLOWER COSTS AND BETTER PATIENT TREATMENT TO FAVOR MARKET GROWTH
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9.5 MEDICAL DEVICE COMPANIESGROWING USE OF DIGITAL TWINS FOR SOFTWARE OPTIMIZATION OF MEDICAL DEVICES TO FUEL GROWTH
- 9.6 OTHER END USERS
- 10.1 INTRODUCTION
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10.2 NORTH AMERICAUS- Expanding applications of digital twins in healthcare to bolster market growthCANADA- Growing investments in digital twin development to drive market
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10.3 EUROPEGERMANY- Collaborations & partnerships to drive adoption of digital twinsUK- Growing applications of digital twins to support growthFRANCE- Growing government funding for digital twin development to bolster growthREST OF EUROPE
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10.4 ASIA PACIFICJAPAN- Growing penetration of digital twin technologies to support market growthCHINA- China to register highest CAGR during forecast periodREST OF ASIA PACIFIC
- 10.5 REST OF THE WORLD
- 11.1 OVERVIEW
- 11.2 MARKET RANKING ANALYSIS
- 11.3 REVENUE SHARE ANALYSIS OF TOP MARKET PLAYERS
- 11.4 DIGITAL TWINS IN HEALTHCARE MARKET: R&D EXPENDITURE
- 11.5 COMPETITIVE BENCHMARKING
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11.6 COMPANY EVALUATION QUADRANTSTARSEMERGING LEADERSPERVASIVE PLAYERSPARTICIPANTS
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11.7 COMPANY EVALUATION MATRIX FOR START-UPS/SMESPROGRESSIVE COMPANIESDYNAMIC COMPANIESRESPONSIVE COMPANIESSTARTING BLOCKS
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11.8 COMPETITIVE SCENARIOPRODUCT/SERVICE LAUNCHES & APPROVALSDEALS
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12.1 KEY PLAYERSMICROSOFT- Business overview- Products & services offered- Recent developments- MnM viewSIEMENS HEALTHINEERS AG- Business overview- Products & services offered- Recent developments- MnM viewKONINKLIJKE PHILIPS N.V.- Business overview- Products & services offered- Recent developments- MnM viewAMAZON (AWS)- Business overview- Products & services offered- Recent developments- MnM viewDASSAULT SYSTÈMES- Business overview- Products & services offered- Recent developments- MnM viewGE HEALTHCARE- Business overview- Products & services offered- Recent developmentsORACLE- Business overview- Products & services offered- Recent developmentsIBM- Business overview- Products & services offered- Recent developmentsPTC- Business overview- Products & services offered- Recent developmentsSAP- Business overview- Products & services offered- Recent developmentsATOS SE- Business overview- Products & services offered- Recent developmentsNVIDIA CORPORATION- Business overview- Products & services offered- Recent developmentsANSYS INC.- Business overview- Products & services offered- Recent developmentsFASTSTREAM TECHNOLOGIES- Business overview- Products & services offered- Recent developmentsRESCALE, INC.- Business overview- Products & services offered- Recent developments
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12.2 OTHER PLAYERSTWIN LTD.- Business overview- Products & services offered- Recent developmentsVERTO HEALTH- Business overview- Products & services offered- Recent developmentsQBIO- Business overview- Products & services offered- Recent developmentsTHOUGHTWIRE- Business overview- Products & services offeredSIM AND CURE- Business overview- Products & services offeredPREDICTIV- Business overview- Products & services offeredNUREA- Business overview- Products & services offeredUNLEARN.AI- Business overview- Products & service offered- Recent developmentsVIRTONOMY GMBH- Business overview- Products & services offeredPREDISURGE- Business overview- Products & services offered
- 13.1 DISCUSSION GUIDE
- 13.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
- 13.3 CUSTOMIZATION OPTIONS
- 13.4 RELATED REPORTS
- 13.5 AUTHOR DETAILS
- TABLE 1 INCLUSIONS & EXCLUSIONS
- TABLE 2 EXCHANGE RATES UTILIZED FOR CONVERSION TO USD
- TABLE 3 RISK ASSESSMENT: DIGITAL TWINS IN HEALTHCARE MARKET
- TABLE 4 MARKET DYNAMICS: DIGITAL TWINS IN HEALTHCARE MARKET
- TABLE 5 DIGITAL TWINS IN HEALTHCARE MARKET: PORTER’S FIVE FORCES ANALYSIS
- TABLE 6 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 7 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 8 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 9 REST OF THE WORLD: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 10 DIGITAL TWINS IN HEALTHCARE MARKET: REGULATORY STANDARDS
- TABLE 11 KEY PATENTS IN DIGITAL TWINS IN HEALTHCARE MARKET
- TABLE 12 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS (%)
- TABLE 13 KEY BUYING CRITERIA FOR DIGITAL TWIN COMPONENTS
- TABLE 14 DIGITAL TWINS IN HEALTHCARE MARKET: DETAILED LIST OF CONFERENCES & EVENTS
- TABLE 15 DIGITAL TWINS IN HEALTHCARE MARKET, BY COMPONENT, 2021–2028 (USD MILLION)
- TABLE 16 DIGITAL TWINS IN HEALTHCARE SERVICES MARKET, BY COUNTRY, 2021–2028 (USD MILLION)
- TABLE 17 KEY SOFTWARE SOLUTIONS OFFERED BY MARKET PLAYERS
- TABLE 18 DIGITAL TWINS IN HEALTHCARE SOFTWARE MARKET, BY COUNTRY, 2021–2028 (USD MILLION)
- TABLE 19 DIGITAL TWINS IN HEALTHCARE MARKET, BY APPLICATION, 2021–2028 (USD MILLION)
- TABLE 20 DIGITAL TWINS IN HEALTHCARE MARKET FOR DRUG DISCOVERY & DEVELOPMENT, BY COUNTRY, 2021–2028 (USD MILLION)
- TABLE 21 DIGITAL TWINS IN HEALTHCARE MARKET FOR PERSONALIZED MEDICINE, BY COUNTRY, 2021–2028 (USD MILLION)
- TABLE 22 DIGITAL TWINS IN HEALTHCARE MARKET FOR SURGICAL PLANNING & MEDICAL EDUCATION, BY COUNTRY, 2021–2028 (USD MILLION)
- TABLE 23 DIGITAL TWINS IN HEALTHCARE MARKET FOR MEDICAL DEVICE DESIGN & TESTING, BY COUNTRY, 2021–2028 (USD MILLION)
- TABLE 24 DIGITAL TWINS IN HEALTHCARE MARKET FOR HEALTHCARE WORKFLOW OPTIMIZATION & ASSET MANAGEMENT, BY COUNTRY, 2021–2028 (USD MILLION)
- TABLE 25 DIGITAL TWINS IN HEALTHCARE MARKET FOR OTHER APPLICATIONS, BY COUNTRY, 2021–2028 (USD MILLION)
- TABLE 26 DIGITAL TWINS IN HEALTHCARE MARKET, BY END USER, 2021–2028 (USD MILLION)
- TABLE 27 DIGITAL TWINS IN HEALTHCARE MARKET FOR PHARMA & BIOPHARMA COMPANIES, BY COUNTRY, 2021–2028 (USD MILLION)
- TABLE 28 DIGITAL TWINS IN HEALTHCARE MARKET FOR RESEARCH & ACADEMIA, BY COUNTRY, 2021–2028 (USD MILLION)
- TABLE 29 DIGITAL TWINS IN HEALTHCARE MARKET FOR HEALTHCARE PROVIDERS, BY COUNTRY, 2021–2028 (USD MILLION)
- TABLE 30 DIGITAL TWINS IN HEALTHCARE MARKET FOR MEDICAL DEVICE COMPANIES, BY COUNTRY, 2021–2028 (USD MILLION)
- TABLE 31 DIGITAL TWINS IN HEALTHCARE MARKET FOR OTHER END USERS, BY COUNTRY, 2021–2028 (USD MILLION)
- TABLE 32 DIGITAL TWINS IN HEALTHCARE MARKET, BY REGION, 2021–2028 (USD MILLION)
- TABLE 33 NORTH AMERICA: DIGITAL TWINS IN HEALTHCARE MARKET, BY COUNTRY, 2021–2028 (USD MILLION)
- TABLE 34 NORTH AMERICA: DIGITAL TWINS IN HEALTHCARE MARKET, BY COMPONENT, 2021–2028 (USD MILLION)
- TABLE 35 NORTH AMERICA: DIGITAL TWINS IN HEALTHCARE MARKET, BY APPLICATION, 2021–2028 (USD MILLION)
- TABLE 36 NORTH AMERICA: DIGITAL TWINS IN MARKET, BY END USER, 2021–2028 (USD MILLION)
- TABLE 37 US: DIGITAL TWINS IN HEALTHCARE MARKET, BY COMPONENT, 2021–2028 (USD MILLION)
- TABLE 38 US: DIGITAL TWINS IN HEALTHCARE MARKET, BY APPLICATION, 2021–2028 (USD MILLION)
- TABLE 39 US: DIGITAL TWINS IN HEALTHCARE MARKET, BY END USER, 2021–2028 (USD MILLION)
- TABLE 40 CANADA: DIGITAL TWINS IN HEALTHCARE MARKET, BY COMPONENT, 2021–2028 (USD MILLION)
- TABLE 41 CANADA: DIGITAL TWINS IN HEALTHCARE MARKET, BY APPLICATION, 2021–2028 (USD MILLION)
- TABLE 42 CANADA: DIGITAL TWINS IN HEALTHCARE MARKET, BY END USER, 2021–2028 (USD MILLION)
- TABLE 43 EUROPE: DIGITAL TWINS IN HEALTHCARE MARKET, BY COUNTRY, 2021–2028 (USD MILLION)
- TABLE 44 EUROPE: DIGITAL TWINS IN HEALTHCARE MARKET, BY COMPONENT, 2021–2028 (USD MILLION)
- TABLE 45 EUROPE: DIGITAL TWINS IN HEALTHCARE MARKET, BY APPLICATION, 2021–2028 (USD MILLION)
- TABLE 46 EUROPE: DIGITAL TWINS IN HEALTHCARE MARKET, BY END USER, 2021–2028 (USD MILLION)
- TABLE 47 GERMANY: DIGITAL TWINS IN HEALTHCARE MARKET, BY COMPONENT, 2021–2028 (USD MILLION)
- TABLE 48 GERMANY: DIGITAL TWINS IN HEALTHCARE MARKET, BY APPLICATION, 2021–2028 (USD MILLION)
- TABLE 49 GERMANY: DIGITAL TWINS IN HEALTHCARE MARKET, BY END USER, 2021–2028 (USD MILLION)
- TABLE 50 UK: DIGITAL TWINS IN HEALTHCARE MARKET, BY COMPONENT, 2021–2028 (USD MILLION)
- TABLE 51 UK: DIGITAL TWINS IN HEALTHCARE MARKET, BY APPLICATION, 2021–2028 (USD MILLION)
- TABLE 52 UK: DIGITAL TWINS IN HEALTHCARE MARKET, BY END USER, 2021–2028 (USD MILLION)
- TABLE 53 FRANCE: DIGITAL TWINS IN HEALTHCARE MARKET, BY COMPONENT, 2021–2028 (USD MILLION)
- TABLE 54 FRANCE: DIGITAL TWINS IN HEALTHCARE MARKET, BY APPLICATION, 2021–2028 (USD MILLION)
- TABLE 55 FRANCE: DIGITAL TWINS IN HEALTHCARE MARKET, BY END USER, 2021–2028 (USD MILLION)
- TABLE 56 REST OF EUROPE: DIGITAL TWINS IN HEALTHCARE MARKET, BY COMPONENT, 2021–2028 (USD MILLION)
- TABLE 57 REST OF EUROPE: DIGITAL TWINS IN HEALTHCARE MARKET, BY APPLICATION, 2021–2028 (USD MILLION)
- TABLE 58 REST OF EUROPE: DIGITAL TWINS IN HEALTHCARE MARKET, BY END USER, 2021–2028 (USD MILLION)
- TABLE 59 ASIA PACIFIC: DIGITAL TWINS IN HEALTHCARE MARKET, BY COUNTRY, 2021–2028 (USD MILLION)
- TABLE 60 ASIA PACIFIC: DIGITAL TWINS IN HEALTHCARE MARKET, BY COMPONENT, 2021–2028 (USD MILLION)
- TABLE 61 ASIA PACIFIC: DIGITAL TWINS IN HEALTHCARE MARKET, BY APPLICATION, 2021–2028 (USD MILLION)
- TABLE 62 ASIA PACIFIC: DIGITAL TWINS IN HEALTHCARE MARKET, BY END USER, 2021–2028 (USD MILLION)
- TABLE 63 JAPAN: DIGITAL TWINS IN HEALTHCARE MARKET, BY COMPONENT, 2021–2028 (USD MILLION)
- TABLE 64 JAPAN: DIGITAL TWINS IN HEALTHCARE MARKET, BY APPLICATION, 2021–2028 (USD MILLION)
- TABLE 65 JAPAN: DIGITAL TWINS IN HEALTHCARE MARKET, BY END USER, 2021–2028 (USD MILLION)
- TABLE 66 CHINA: DIGITAL TWINS IN HEALTHCARE MARKET, BY COMPONENT, 2021–2028 (USD MILLION)
- TABLE 67 CHINA: DIGITAL TWINS IN HEALTHCARE MARKET, BY APPLICATION, 2021–2028 (USD MILLION)
- TABLE 68 CHINA: DIGITAL TWINS IN HEALTHCARE MARKET, BY END USER, 2021–2028 (USD MILLION)
- TABLE 69 REST OF ASIA PACIFIC: DIGITAL TWINS IN HEALTHCARE MARKET, BY COMPONENT, 2021–2028 (USD MILLION)
- TABLE 70 REST OF ASIA PACIFIC: DIGITAL TWINS IN HEALTHCARE MARKET, BY APPLICATION, 2021–2028 (USD MILLION)
- TABLE 71 REST OF ASIA PACIFIC: DIGITAL TWINS IN HEALTHCARE MARKET, BY END USER, 2021–2028 (USD MILLION)
- TABLE 72 REST OF THE WORLD: DIGITAL TWINS IN HEALTHCARE MARKET, BY COMPONENT, 2021–2028 (USD MILLION)
- TABLE 73 REST OF THE WORLD: DIGITAL TWINS IN HEALTHCARE MARKET, BY APPLICATION, 2021–2028 (USD MILLION)
- TABLE 74 REST OF THE WORLD: DIGITAL TWINS IN HEALTHCARE MARKET, BY END USER, 2021–2028 (USD MILLION)
- TABLE 75 FOOTPRINT OF COMPANIES IN DIGITAL TWINS IN HEALTHCARE MARKET
- TABLE 76 COMPANY COMPONENT FOOTPRINT (20 COMPANIES)
- TABLE 77 COMPANY APPLICATION FOOTPRINT (20 COMPANIES)
- TABLE 78 COMPANY REGIONAL FOOTPRINT (20 COMPANIES)
- TABLE 79 PRODUCT/SERVICE LAUNCHES & APPROVALS, JANUARY 2020– MAY 2023
- TABLE 80 DEALS, JANUARY 2020– MAY 2023
- TABLE 81 MICROSOFT: BUSINESS OVERVIEW
- TABLE 82 SIEMENS HEALTHINEERS AG: BUSINESS OVERVIEW
- TABLE 83 KONINKLIJKE PHILIPS N.V.: BUSINESS OVERVIEW
- TABLE 84 AMAZON: BUSINESS OVERVIEW
- TABLE 85 DASSAULT SYSTÈMES: BUSINESS OVERVIEW
- TABLE 86 GE HEALTHCARE: BUSINESS OVERVIEW
- TABLE 87 ORACLE: BUSINESS OVERVIEW
- TABLE 88 IBM: BUSINESS OVERVIEW
- TABLE 89 PTC: BUSINESS OVERVIEW
- TABLE 90 SAP: BUSINESS OVERVIEW
- TABLE 91 ATOS SE: BUSINESS OVERVIEW
- TABLE 92 NVIDIA CORPORATION: BUSINESS OVERVIEW
- TABLE 93 ANSYS INC.: BUSINESS OVERVIEW
- TABLE 94 FASTSTREAM TECHNOLOGIES: BUSINESS OVERVIEW
- TABLE 95 RESCALE, INC.: BUSINESS OVERVIEW
- TABLE 96 TWIN LTD.: BUSINESS OVERVIEW
- TABLE 97 VERTO HEALTH: BUSINESS OVERVIEW
- TABLE 98 QBIO: BUSINESS OVERVIEW
- TABLE 99 THOUGHTWIRE: BUSINESS OVERVIEW
- TABLE 100 SIM AND CURE: BUSINESS OVERVIEW
- TABLE 101 PREDICTIV: BUSINESS OVERVIEW
- TABLE 102 NUREA: BUSINESS OVERVIEW
- TABLE 103 UNLEARN.AI: BUSINESS OVERVIEW
- TABLE 104 VIRTONOMY GMBH: BUSINESS OVERVIEW
- TABLE 105 PREDISURGE: BUSINESS OVERVIEW
- FIGURE 1 DIGITAL TWINS IN HEALTHCARE MARKET SEGMENTATION
- FIGURE 2 RESEARCH DESIGN
- FIGURE 3 PRIMARY SOURCES
- FIGURE 4 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION
- FIGURE 5 BOTTOM-UP APPROACH
- FIGURE 6 TOP-DOWN APPROACH
- FIGURE 7 CAGR PROJECTIONS FROM ANALYSIS OF MARKET DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES OF DIGITAL TWINS IN HEALTHCARE INDUSTRY
- FIGURE 8 CAGR PROJECTIONS: SUPPLY-SIDE ANALYSIS
- FIGURE 9 DATA TRIANGULATION METHODOLOGY
- FIGURE 10 DIGITAL TWINS IN HEALTHCARE MARKET, BY COMPONENT, 2023 VS. 2028 (USD MILLION)
- FIGURE 11 DIGITAL TWINS IN HEALTHCARE MARKET, BY APPLICATION, 2023 VS. 2028 (USD MILLION)
- FIGURE 12 DIGITAL TWINS IN HEALTHCARE MARKET, BY END USER, 2023 VS. 2028 (USD MILLION)
- FIGURE 13 GEOGRAPHICAL SNAPSHOT OF DIGITAL TWINS IN HEALTHCARE MARKET
- FIGURE 14 INCREASING USE OF DIGITAL TWINS AND GROWING IMPORTANCE OF PATIENT-CENTRIC CARE IN HEALTHCARE TO DRIVE MARKET GROWTH
- FIGURE 15 SOFTWARE SEGMENT TO COMMAND LARGEST SHARE OF ASIA PACIFIC MARKET IN 2023
- FIGURE 16 MARKET IN CHINA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 17 ASIA PACIFIC TO WITNESS HIGHEST GROWTH DURING FORECAST PERIOD
- FIGURE 18 DEVELOPING ECONOMIES TO REGISTER HIGHER GROWTH RATES DURING FORECAST PERIOD
- FIGURE 19 DIGITAL TWINS IN HEALTHCARE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
- FIGURE 20 DIGITAL TWIN TECHNOLOGIES
- FIGURE 21 DIGITAL TWINS IN HEALTHCARE MARKET: PORTER’S FIVE FORCES ANALYSIS
- FIGURE 22 VALUE CHAIN ANALYSIS (2022)
- FIGURE 23 DIGITAL TWINS IN HEALTHCARE MARKET: ECOSYSTEM
- FIGURE 24 NUMBER OF PATENTS PUBLISHED, JANUARY 2013 TO MARCH 2023
- FIGURE 25 TOP PATENT OWNERS IN DIGITAL TWINS IN HEALTHCARE MARKET
- FIGURE 26 METAVERSE IN HEALTHCARE MARKET: MARKET OVERVIEW
- FIGURE 27 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS
- FIGURE 28 KEY BUYING CRITERIA FOR DIGITAL TWIN COMPONENTS
- FIGURE 29 DIGITAL TWINS IN HEALTHCARE MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS
- FIGURE 30 NORTH AMERICA: DIGITAL TWINS IN HEALTHCARE MARKET SNAPSHOT
- FIGURE 31 ASIA PACIFIC: DIGITAL TWINS IN HEALTHCARE MARKET SNAPSHOT
- FIGURE 32 KEY DEVELOPMENTS OF MAJOR PLAYERS BETWEEN JANUARY 2020 AND MAY 2023
- FIGURE 33 DIGITAL TWINS IN HEALTHCARE MARKET RANKING ANALYSIS, BY PLAYER, 2022
- FIGURE 34 DIGITAL TWINS IN HEALTHCARE MARKET: REVENUE ANALYSIS OF KEY PLAYERS
- FIGURE 35 R&D EXPENDITURE OF KEY PLAYERS (2021 VS. 2022)
- FIGURE 36 DIGITAL TWINS IN HEALTHCARE MARKET: COMPANY EVALUATION QUADRANT (2022)
- FIGURE 37 DIGITAL TWINS IN HEALTHCARE MARKET: COMPANY EVALUATION MATRIX FOR START-UPS/SMES (2022)
- FIGURE 38 MICROSOFT: COMPANY SNAPSHOT (2022)
- FIGURE 39 SIEMENS HEALTHINEERS AG: COMPANY SNAPSHOT (2022)
- FIGURE 40 KONINKLIJKE PHILIPS N.V.: COMPANY SNAPSHOT (2022)
- FIGURE 41 AMAZON: COMPANY SNAPSHOT (2022)
- FIGURE 42 DASSAULT SYSTÈMES: COMPANY SNAPSHOT (2022)
- FIGURE 43 GE HEALTHCARE: COMPANY SNAPSHOT (2022)
- FIGURE 44 ORACLE: COMPANY SNAPSHOT (2022)
- FIGURE 45 IBM: COMPANY SNAPSHOT (2022)
- FIGURE 46 PTC: COMPANY SNAPSHOT (2022)
- FIGURE 47 SAP: COMPANY SNAPSHOT (2022)
- FIGURE 48 ATOS SE: COMPANY SNAPSHOT (2022)
- FIGURE 49 NVIDIA CORPORATION: COMPANY SNAPSHOT (2022)
- FIGURE 50 ANSYS INC.: COMPANY SNAPSHOT (2022)
This research study involved the extensive use of both primary and secondary sources. It involved the study of various factors affecting the industry to identify the segmentation types, industry trends, key players, the competitive landscape of market players, and key market dynamics such as drivers, opportunities, challenges, restraints, and key player strategies.
Secondary Research
This research study involved the wide use of secondary sources, directories, databases such as Dun & Bradstreet, Bloomberg Businessweek, and Factiva, white papers, annual reports, and companies’ house documents. Secondary research was undertaken to identify and collect information for this extensive, technical, market-oriented, and commercial study of the digital twins in healthcare market. It was also used to obtain important information about the top players, market classification, and segmentation according to industry trends to the bottom-most level, geographic markets, and key developments related to the market. A database of the key industry leaders was also prepared using secondary research.
Primary Research
In the primary research process, various supply side and demand side sources were interviewed to obtain qualitative and quantitative information for this report. Primary sources from the supply side included industry experts such as CEOs, vice presidents, marketing and sales directors, technology & innovation directors, engineers, and related key executives from various companies and organizations operating in the digital twins in healthcare market. Primary sources from the demand side included personnel from hospitals (small, medium-sized, and large hospitals), diagnostic centers, and stakeholders in corporate & government bodies.
A breakdown of the primary respondents is provided below:
*Others include sales managers, marketing managers, and product managers.
Note: Tiers are defined based on a company’s total revenue, as of 2020: Tier 1 = >USD 1 billion, Tier 2 = USD 500 million to USD 1 billion, and Tier 3 = <USD 500 million.
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Market Size Estimation
The total size of the market was arrived at after data triangulation through the two approaches mentioned below. After the completion of each approach, the weighted average of these approaches was taken based on the level of assumptions used in each approach.
Data Triangulation
The size of the market was estimated through segmental extrapolation using the bottom-up approach. The methodology used is as given below:
- Revenues for individual companies were gathered from public sources and databases.
- Shares of leading players in the market were gathered from secondary sources to the extent available. In some instances, shares of digital twins in healthcare businesses have been ascertained after a detailed analysis of various parameters, including product portfolios, market positioning, selling price, and geographic reach & strength.
- Individual shares or revenue estimates were validated through interviews with experts.
The total revenue in the digital twins in healthcare market was determined by extrapolating the Market share data of major companies.
Market Definition
According to the Digital Twin Consortium, a digital twin is a virtual representation of real-world entities and processes synchronized at a specified frequency and fidelity. This allows end users to monitor what is happening inside the physical asset in real-time. By providing a holistic view of real-time behavior in a real-world environment mapped to a constantly updated virtual model, digital twins make it possible to anticipate maintenance needs, optimize performance, and avoid costly failures.
Key Stakeholders
- Healthcare Providers
- Healthcare Vendors
- Technology Developers
- Patients
- Regulators and Policymakers
- Insurance companies and payers
- Academic Research Institutes
- Imagining and Diagnostic Labs
- Government Institutions
- Market Research and Consulting Firms
- Venture Capitalists and Investors
Global digital twins in healthcare market Size: Top-Down Approach
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Objectives of the Study
- To define, describe, and forecast the digital twins in healthcare market based on component, deployment, technology, application, end user, and region.
- To provide detailed information regarding the major factors influencing the growth of the market (drivers, restraints, opportunities, and industry-specific challenges)
- To strategically analyze micromarkets1 with respect to individual growth trends, prospects, and contributions to the overall market
- To analyze opportunities in the market for stakeholders and provide details of the competitive landscape for market leaders
- To forecast the size of the market with respect to three geographic regions—North America, Europe, Asia Pacific (APAC), and the Rest of the World (RoW), which include regions such as Latin America and Middle East & Africa.
- To profile the key players and comprehensively analyze their core competencies and market shares
- To track and analyze competitive developments such as agreements, partnerships, collaborations, acquisitions, product/technology/service launches, and R&D activities of leading players
Available Customizations
With the given market data, MarketsandMarkets offers customizations as per your company’s specific needs. The following customization options are available for the report:
Company Information
- Detailed analysis and profiling of additional market players (up to 5)
Geographic Analysis
- Further breakdown of the Rest of Europe Market into Denmark, Norway, and others
- Further breakdown of the Rest of Asia Pacific Market into Vietnam, New Zealand, Australia, South Korea, and others
Growth opportunities and latent adjacency in Digital Twins in Healthcare Market