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Federles Master Tutorial On Abdominal Imaging
2020-06-29 - 2020-07-01    
All Day
The course is designed to provide the tools for participants to enhance abdominal imaging interpretation skills utilizing the latest imaging technologies. Time: 1:00 pm - [...]
IASTEM - 864th International Conference On Medical, Biological And Pharmaceutical Sciences ICMBPS
2020-07-01 - 2020-07-02    
All Day
IASTEM - 864th International Conference on Medical, Biological and Pharmaceutical Sciences ICMBPS will be held on 3rd - 4th July, 2020 at Hamburg, Germany . [...]
International Conference On Medical & Health Science
2020-07-02 - 2020-07-03    
All Day
ICMHS is being organized by Researchfora. The aim of the conference is to provide the platform for Students, Doctors, Researchers and Academicians to share the [...]
Mental Health, Addiction, And Legal Aspects Of End-Of-Life Care CME Cruise
2020-07-03 - 2020-07-10    
All Day
Mental Health, Addiction Medicine, and Legal Aspects of End-of-Life Care CME Cruise Conference. 7-Night Cruise to Alaska from Seattle, Washington on Celebrity Cruises Celebrity Solstice. [...]
ISER- 843rd International Conference On Science, Health And Medicine ICSHM
2020-07-03 - 2020-07-04    
All Day
ISER- 843rd International Conference on Science, Health and Medicine (ICSHM) is a prestigious event organized with a motivation to provide an excellent international platform for the academicians, [...]
04 Jul
2020-07-04    
12:00 am
ICRAMMHS is to bring together innovative academics and industrial experts in the field of Medical, Medicine and Health Sciences to a common forum. All the [...]
6th Annual Formulation And Drug Delivery Congress
2020-07-08 - 2020-07-09    
All Day
Meet and learn from experts in the pharmaceutical sciences community to address critical strategic developments and technical innovation in formulation, drug delivery and manufacturing of [...]
7th Global Conference On Pharma Industry And Medical Devices
2020-07-08 - 2020-07-09    
All Day
The Global Conference on Pharma Industry and Medical Devices GCPIMD is to bring together innovative academics and industrial experts in the field of Pharmacy and [...]
IASTEM - 868th International Conference On Medical, Biological And Pharmaceutical Sciences ICMBPS
2020-07-09 - 2020-07-10    
All Day
IASTEM - 868th International Conference on Medical, Biological and Pharmaceutical Sciences ICMBPS will be held on 9th - 10th July, 2020 at Amsterdam, Netherlands . [...]
2nd Annual Congress On Antibiotics, Bacterial Infections & Antimicrobial Resistance
2020-07-09 - 2020-07-10    
All Day
EURO ANTIBIOTICS 2020 invites all the participants from all over the world to attend 2nd Annual Congress Antibiotics, Bacterial infections & Antimicrobial Resistance to be [...]
Events on 2020-06-29
Events on 2020-07-02
Research Papers

India’s EMR Journey: Infrastructure, Barriers & Potential

EMR Industry

1. Abstract
This paper explores the global EMR industry through market sizing, regional adoption trends, key drivers and restraints, competitive structure, deployment models, innovation frameworks, and future outlook—with a focus on India’s growth dynamics.

2. Introduction
Electronic Medical Records (EMRs), often used interchangeably with Electronic Health Records (EHRs), are systems that store digital patient medical histories and/or provide clinician workflows managing orders, prescriptions, and results
With increasing healthcare digital transformation, EMR adoption is accelerating globally, underpinned by regulatory incentives and cost-efficiency needs.

3. Global Market Overview & Forecast

  • The global EMR market is projected to exceed USD 54.9 billion by 2028
  • Growth is expected to sustain with annual CAGR in excess of 10% in the coming years
  • By 2027, both hospital-based and physician-deployed EMR systems continue to expand strongly across regions including North America, Europe, China, India, and Africa

4. Regional Focus: India
India is witnessing rising EMR adoption, especially through cloud-based and specialty-specific platforms. Local demand is driven by affordability, scalability, and alignment with chronic care management needs. India is emerging as one of the key growth regions in Asia with accelerating EMR deployment across hospitals and clinics

5. Drivers, Restraints & Opportunities
Key Drivers

  • Government policy mandates (e.g. digital health missions), reimbursement-linked adoption, and continuous pressure to reduce healthcare costs
  • Cloud‑based EMR services offering lower total cost of ownership and flexibility

Restraints

  • High initial capital expenditure and technical infrastructure requirements
  • Data privacy, cybersecurity concerns, and poor interoperability across systems and providers

Opportunities

  • Expansion of specialty-focused EMRs (e.g. cardiology, dentistry), AI-enabled clinical decision support, and cross-provider health information exchange initiatives.

Innovation & Technology Trends

  • Machine learning deployment into live EMR systems: The DEPLOYR framework demonstrated real‑time clinical model inference integrated within Epic EMR at Stanford Health Care, highlighting implementation and monitoring best practices
  • Deep learning patient representation learning: Reviews of RNN/LSTM/GRU-based models for patient outcome predictions using structured EHR data—emphasizing need for standardized, shareable datasets
  • Blockchain for secure EMR sharing: Frameworks developed for immutable, privacy-preserving exchange of EMR data, especially in cancer care settings

Conclusion & Future Outlook

  • The global EMR sector continues robust growth—with estimated market value nearing USD 55 billion by 2028, and double‑digit CAGR beyond 2025.
  • India and other emerging economies will play a pivotal role, with increased uptake of cloud-based and specialty systems.
  • The future lies in AI‑powered decision support, interoperability standards (such as FHIR), secure data exchange (e.g. via blockchain), and regulatory-aligned governance frameworks like DEPLOYR.