This paper is in the following e-collection/theme issue:

Reviews in Medical Informatics (110) Electronic Health Records (1291) eHealth Infrastructures (424) Standards and Interoperability (126) Health Information Exchange (139)

Published on in Vol 10, No 7 (2022): July

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/35724, first published .
Fast Healthcare Interoperability Resources (FHIR) for Interoperability in Health Research: Systematic Review

Fast Healthcare Interoperability Resources (FHIR) for Interoperability in Health Research: Systematic Review

Fast Healthcare Interoperability Resources (FHIR) for Interoperability in Health Research: Systematic Review

Authors of this article:

Carina Nina Vorisek1 Author Orcid Image ;   Moritz Lehne1 Author Orcid Image ;   Sophie Anne Ines Klopfenstein1, 2 Author Orcid Image ;   Paula Josephine Mayer1 Author Orcid Image ;   Alexander Bartschke1 Author Orcid Image ;   Thomas Haese1 Author Orcid Image ;   Sylvia Thun1 Author Orcid Image
Article Authors Cited by (134) Tweetations (3) Metrics

Journals

  1. Alper B. EBMonFHIR-based tools and initiatives to support clinical research. Journal of the American Medical Informatics Association 2022;30(1):206 View
  2. Baum L, Johns M, Poikela M, Möller R, Ananthasubramaniam B, Prasser F. Data integration and analysis for circadian medicine. Acta Physiologica 2023;237(4) View
  3. Peng Y, Henke E, Reinecke I, Zoch M, Sedlmayr M, Bathelt F. An ETL-process design for data harmonization to participate in international research with German real-world data based on FHIR and OMOP CDM. International Journal of Medical Informatics 2023;169:104925 View
  4. Williams E, Kienast M, Medawar E, Reinelt J, Merola A, Klopfenstein S, Flint A, Heeren P, Poncette A, Balzer F, Beimes J, von Bünau P, Chromik J, Arnrich B, Scherf N, Niehaus S. A Standardized Clinical Data Harmonization Pipeline for Scalable AI Application Deployment (FHIR-DHP): Validation and Usability Study. JMIR Medical Informatics 2023;11:e43847 View
  5. Hwan Kim S, Jin J, Sevinchan M, Davies A. How do automated reasoning features impact the usability of a clinical task management system? Development and usability testing of a prototype. International Journal of Medical Informatics 2023;174:105067 View
  6. Pimenta N, Chaves A, Sousa R, Abelha A, Peixoto H. Interoperability of Clinical Data through FHIR: A review. Procedia Computer Science 2023;220:856 View
  7. Danis D, Jacobsen J, Wagner A, Groza T, Beckwith M, Rekerle L, Carmody L, Reese J, Hegde H, Ladewig M, Seitz B, Munoz-Torres M, Harris N, Rambla J, Baudis M, Mungall C, Haendel M, Robinson P, Piccolo S. Phenopacket-tools: Building and validating GA4GH Phenopackets. PLOS ONE 2023;18(5):e0285433 View
  8. Oronsky B, Burbano E, Stirn M, Brechlin J, Abrouk N, Caroen S, Coyle A, Williams J, Cabrales P, Reid T. Data Management 101 for drug developers: A peek behind the curtain. Clinical and Translational Science 2023;16(9):1497 View
  9. Lichtner G, Haese T, Brose S, Röhrig L, Lysyakova L, Rudolph S, Uebe M, Sass J, Bartschke A, Hillus D, Kurth F, Sander L, Eckart F, Toepfner N, Berner R, Frey A, Dörr M, Vehreschild J, von Kalle C, Thun S. Interoperable, Domain-Specific Extensions for the German Corona Consensus (GECCO) COVID-19 Research Data Set Using an Interdisciplinary, Consensus-Based Workflow: Data Set Development Study. JMIR Medical Informatics 2023;11:e45496 View
  10. Rindal D, Pasumarthi D, Thirumalai V, Truitt A, Asche S, Worley D, Kane S, Gryczynski J, Mitchell S. Clinical Decision Support to Reduce Opioid Prescriptions for Dental Extractions using SMART on FHIR: Implementation Report. JMIR Medical Informatics 2023;11:e45636 View
  11. Kapoor R, Sleeman W, Ghosh P, Palta J. Infrastructure tools to support an effective Radiation Oncology Learning Health System. Journal of Applied Clinical Medical Physics 2023;24(10) View
  12. Franzoi M, Bayle A, Vaz-Luis I. Changing cancer representations toward comprehensive portraits to empower patients in their care journey. Annals of Oncology 2023;34(12):1082 View
  13. Shortell S, Toussaint J, Halvorson G, Kingsdale J, Scheffler R, Schwartz A, Wadsworth P, Wilensky G. The Better Care Plan: a blueprint for improving America's healthcare system. Health Affairs Scholar 2023;1(1) View
  14. Gierend K, Waltemath D, Ganslandt T, Siegel F. Traceable Research Data Sharing in a German Medical Data Integration Center With FAIR (Findability, Accessibility, Interoperability, and Reusability)-Geared Provenance Implementation: Proof-of-Concept Study. JMIR Formative Research 2023;7:e50027 View
  15. Cellina M, Cè M, Alì M, Irmici G, Ibba S, Caloro E, Fazzini D, Oliva G, Papa S. Digital Twins: The New Frontier for Personalized Medicine?. Applied Sciences 2023;13(13):7940 View
  16. Borna S, Maniaci M, Haider C, Maita K, Torres-Guzman R, Avila F, Lunde J, Coffey J, Demaerschalk B, Forte A. Artificial Intelligence Models in Health Information Exchange: A Systematic Review of Clinical Implications. Healthcare 2023;11(18):2584 View
  17. Lebredo H, Fernández-Álvarez D, Labra-Gayo J. A Decentralized Architecture for Semantic Interoperability of Personal Dental Data Based on FHIR. International Journal on Semantic Web and Information Systems 2023;19(1):1 View
  18. van Velzen M, de Graaf-Waar H, Ubert T, van der Willigen R, Muilwijk L, Schmitt M, Scheper M, van Meeteren N. 21st century (clinical) decision support in nursing and allied healthcare. Developing a learning health system: a reasoned design of a theoretical framework. BMC Medical Informatics and Decision Making 2023;23(1) View
  19. Koebe P, Bohnet-Joschko S. What’s next in hospital digitization? A Delphi-based scenario study. European Journal of Futures Research 2023;11(1) View
  20. Schwab J, Werle S, Hühne R, Spohn H, Kaisers U, Kestler H. The Necessity of Interoperability to Uncover the Full Potential of Digital Health Devices. JMIR Medical Informatics 2023;11:e49301 View
  21. Grieb N, Schmierer L, Kim H, Strobel S, Schulz C, Meschke T, Kubasch A, Brioli A, Platzbecker U, Neumuth T, Merz M, Oeser A. A digital twin model for evidence-based clinical decision support in multiple myeloma treatment. Frontiers in Digital Health 2023;5 View
  22. Ammour N, Griffon N, Djadi-Prat J, Chatellier G, Lewi M, Todorovic M, Gómez de la Cámara A, García Morales M, Testoni S, Nanni O, Schindler C, Sundgren M, Garvey A, Victor T, Cariou M, Daniel C. TransFAIR study: a European multicentre experimental comparison of EHR2EDC technology to the usual manual method for eCRF data collection. BMJ Health & Care Informatics 2023;30(1):e100602 View
  23. Weber S. Die Auswirkungen von Primärdatenqualität und -interoperabilität auf Analysen von Real-World-Daten. Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz 2024;67(2):195 View
  24. Putzier M, Khakzad T, Dreischarf M, Thun S, Trautwein F, Taheri N. Implementation of cloud computing in the German healthcare system. npj Digital Medicine 2024;7(1) View
  25. Ulgu M, Laleci Erturkmen G, Yuksel M, Namli T, Postacı Ş, Gencturk M, Kabak Y, Sinaci A, Gonul S, Dogac A, Özkan Altunay Z, Ekinci B, Aydin S, Birinci S. A Nationwide Chronic Disease Management Solution via Clinical Decision Support Services: Software Development and Real-Life Implementation Report. JMIR Medical Informatics 2024;12:e49986 View
  26. Basulo-Ribeiro J, Teixeira L. The Future of Healthcare with Industry 5.0: Preliminary Interview-Based Qualitative Analysis. Future Internet 2024;16(3):68 View
  27. Oehm J, Riepenhausen S, Storck M, Dugas M, Pryss R, Varghese J. Integration of Patient-Reported Outcome Data Collected Via Web Applications and Mobile Apps Into a Nation-Wide COVID-19 Research Platform Using Fast Healthcare Interoperability Resources: Development Study. Journal of Medical Internet Research 2024;26:e47846 View
  28. Yang C, Li P, Cheng H, Kuo H, Lu M, Xiong L. A Security Model of Multihospital FHIR Database Authorization Based on Secret Sharing and Blockchain. IEEE Internet of Things Journal 2024;11(6):10325 View
  29. Thomas A, Asnes A, Libby K, Hsiao A, Tiyyagura G. Developing and Testing the Usability of a Novel Child Abuse Clinical Decision Support System: Mixed Methods Study. Journal of Medical Internet Research 2024;26:e51058 View
  30. Alper B. Making guidelines computable. Clinical and Public Health Guidelines 2024;1(2) View
  31. Gulden C, Macho P, Reinecke I, Strantz C, Prokosch H, Blasini R. recruIT: A cloud-native clinical trial recruitment support system based on Health Level 7 Fast Healthcare Interoperability Resources (HL7 FHIR) and the Observational Medical Outcomes Partnership Common Data Model (OMOP CDM). Computers in Biology and Medicine 2024;174:108411 View
  32. Yuan M, Bardhan I, Wen W. Can Information Sharing Reduce Diagnostic Disparate Impact? Evidence from a Health Information Exchange. SSRN Electronic Journal 2024 View
  33. Klausen T, Hartig V, Fuchs D, Krueger N, Jeltsch V, Bild R, Scheible R. A Digital Vaccination Pass Using Fast Healthcare Interoperability Resources: A Proof of Concept. Digital 2024;4(2):389 View
  34. Crowson M, Nwosu O. The Integration and Impact of Artificial Intelligence in Otolaryngology—Head and Neck Surgery. Otolaryngologic Clinics of North America 2024;57(5):887 View
  35. Vallée A. Envisioning the Future of Personalized Medicine: Role and Realities of Digital Twins. Journal of Medical Internet Research 2024;26:e50204 View
  36. Rigas E, Lagakis P, Karadimas M, Logaras E, Latsou D, Hatzikou M, Poulakidas A, Billis A, Bamidis P. Semantic interoperability for an AI-based applications platform for smart hospitals using HL7 FHIR. Journal of Systems and Software 2024;215:112093 View
  37. Waltemath D, Beyan O, Crameri K, Dedié A, Gierend K, Gröber P, Inau E, Michaelis L, Reinecke I, Sedlmayr M, Thun S, Krefting D. FAIRe Gesundheitsdaten im nationalen und internationalen Datenraum. Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz 2024;67(6):710 View
  38. Pigeot I, Ahrens W, Darms J, Fluck J, Golebiewski M, Hahn H, Hu X, Intemann T, Kasbohm E, Kirsten T, Klammt S, Klopfenstein S, Lassen-Schmidt B, Peters M, Sax U, Waltemath D, Schmidt C. Making Epidemiological and Clinical Studies FAIR Using the Example of COVID-19. Datenbank-Spektrum 2024;24(2):117 View
  39. Gazzarata R, Almeida J, Lindsköld L, Cangioli G, Gaeta E, Fico G, Chronaki C. HL7 Fast Healthcare Interoperability Resources (HL7 FHIR) in digital healthcare ecosystems for chronic disease management: Scoping review. International Journal of Medical Informatics 2024;189:105507 View
  40. Doll J, Anzalone A, Clarke M, Cooper K, Polich A, Siedlik J. A Call for a Health Data–Informed Workforce Among Clinicians. JMIR Medical Education 2024;10:e52290 View
  41. Swoboda J, Albert M, Beckmann C, Lodde G, Livingstone E, Nensa F, Schadendorf D, Böckmann B. The Mappability of Clinical Real-World Data of Patients with Melanoma to Oncological Fast Healthcare Interoperability Resources (FHIR) Profiles: A Single-Center Interoperability Study. Informatics 2024;11(3):42 View
  42. dos Santos Leandro G, Moro C, Cruz-Correia R, Portela Santos E. FHIR Implementation Guide for Stroke: A dual focus on the patient’s clinical pathway and value-based healthcare. International Journal of Medical Informatics 2024;190:105525 View
  43. Michalowski M, Wilk S, Michalowski W, Rao M, Carrier M. Provision and evaluation of explanations within an automated planning-based approach to solving the multimorbidity problem. Journal of Biomedical Informatics 2024;156:104681 View
  44. Ohlsen T, Ingenerf J, Essenwanger A, Drenkhahn C. PCEtoFHIR: Decomposition of Postcoordinated SNOMED CT Expressions for Storage as HL7 FHIR Resources. JMIR Medical Informatics 2024;12:e57853 View
  45. Arcobelli V, Moscato S, Palumbo P, Marfoglia A, Nardini F, Randi P, Davalli A, Carbonaro A, Chiari L, Mellone S. FHIR-standardized data collection on the clinical rehabilitation pathway of trans-femoral amputation patients. Scientific Data 2024;11(1) View
  46. Kruse J, Wiedekopf J, Kock-Schoppenhauer A, Essenwanger A, Ingenerf J, Ulrich H. A Generic Transformation Approach for Complex Laboratory Data Using the Fast Healthcare Interoperability Resources Mapping Language: Method Development and Implementation. JMIR Medical Informatics 2024;12:e57569 View
  47. Edayan J, Gallemit A, Sacala N, Palmer X, Potter L, Rarugal J, Velasco L. Integration technologies in laboratory information systems: A systematic review. Informatics in Medicine Unlocked 2024;50:101566 View
  48. Tabari P, Costagliola G, De Rosa M, Boeker M. State-of-the-Art Fast Healthcare Interoperability Resources (FHIR)–Based Data Model and Structure Implementations: Systematic Scoping Review. JMIR Medical Informatics 2024;12:e58445 View
  49. Mei Z, Jin S, Li W, Zhang S, Cheng X, Li Y, Wang M, Song Y, Tu W, Yin H, Wang Q, Bai Y, Xu G. Ethical risks in robot health education: A qualitative study. Nursing Ethics 2025;32(3):913 View
  50. Seixas-Lopes F, Lopes C, Marques M, Agostinho C, Jardim-Goncalves R. Musculoskeletal Disorder (MSD) Health Data Collection, Personalized Management and Exchange Using Fast Healthcare Interoperability Resources (FHIR). Sensors 2024;24(16):5175 View
  51. Rajkumar S, Secula F, Cobos D, Socha A, Boch J, des Rosiers S, Reiker T, Barboza J, Seck K, Silveira M, Nguyen T, Steinmann P. Health information systems data for decision-making: case study in three cities on current practices and opportunities. Discover Health Systems 2024;3(1) View
  52. Pacheco V, Paiva J, Furriel B, Santos P, Ferreira Junior J, Reis M, Tornieri D, Ribeiro G, Silva L, Nogueira S, Loureiro R, Calixto W, Zyrianoff I. Pilot deployment of a cloud-based universal medical image repository in a large public health system: A protocol study. PLOS ONE 2024;19(8):e0307022 View
  53. Pavão J, Bastardo R, Rocha N. A systematic review of the use of FHIR to support clinical research, public health and medical education. Data Technologies and Applications 2025;59(1):134 View
  54. Brehmer A, Sauer C, Salazar Rodríguez J, Herrmann K, Kim M, Keyl J, Bahnsen F, Frank B, Köhrmann M, Rassaf T, Mahabadi A, Hadaschik B, Darr C, Herrmann K, Tan S, Buer J, Brenner T, Reinhardt H, Nensa F, Gertz M, Egger J, Kleesiek J. Establishing Medical Intelligence—Leveraging Fast Healthcare Interoperability Resources to Improve Clinical Management: Retrospective Cohort and Clinical Implementation Study. Journal of Medical Internet Research 2024;26:e55148 View
  55. Vuppalapaty V. Enhancing Interoperability: Exploring Data Exchange Standards in SaaS Laboratory Management Systems. Journal of Science & Technology 2023;4(6):99 View
  56. Sulca Flores J, Dalal A, Sousa J, Foer D, Rodriguez J, Plombon S, Bates D, Arcia A, Rudin R. Evaluation of a Primary Care-Integrated Mobile Health Intervention to Monitor between-Visit Asthma Symptoms. Applied Clinical Informatics 2024;15(04):785 View
  57. Cao T, Chen Z, Nakayama M. Enhancing the Functionalities of Personal Health Record Systems: Empirical Study Based on the HL7 Personal Health Record System Functional Model Release 1. JMIR Medical Informatics 2024;12:e56735 View
  58. Cross J, Choma M, Onofrey J, Cheungpasitporn W. Bias in medical AI: Implications for clinical decision-making. PLOS Digital Health 2024;3(11):e0000651 View
  59. Seth M, Jalo H, Högstedt Å, Medin O, Sjöqvist B, Candefjord S. Technologies for Interoperable Internet of Medical Things Platforms to Manage Medical Emergencies in Home and Prehospital Care: Scoping Review. Journal of Medical Internet Research 2025;27:e54470 View
  60. De Souza-Zinader J, Leitão Junior P, De Oliveira M, Castilho S, Esmeraldo L, Guimarães D, Tibiriçá C, De Lucena F, Braga R, De Souza D. Processo de modelagem da informação em saúde: uma abordagem ao contexto brasileiro. Journal of Health Informatics 2024;16(Especial) View
  61. Gurupur V, Vu G, Mayya V, King C. The Need for Standards in Evaluating the Quality of Electronic Health Records and Dental Records: A Narrative Review. Big Data and Cognitive Computing 2024;8(12):168 View
  62. Hans F, Kleinekort J, Boerries M, Nieters A, Kindle G, Rautenberg M, Bühler L, Weiser G, Röttger M, Neufischer C, Kühn M, Wehrle J, Slagman A, Fischer-Rosinsky A, Eienbröker L, Hanses F, Teepe G, Busch H, Benning L. Information Mode–Dependent Success Rates of Obtaining German Medical Informatics Initiative–Compliant Broad Consent in the Emergency Department: Single-Center Prospective Observational Study. JMIR Medical Informatics 2024;12:e65646 View
  63. Schmidt J, Arjune S, Boehm V, Grundmann F, Müller R, Antczak P. Bridging health registry data acquisition and real-time data analytics. Frontiers in Medicine 2024;11 View
  64. Attaran S, Attaran M. Advancing Healthcare Through the Integration of Digital Twins Technology: Personalized Medicine’s Next Frontier. Future Internet 2024;16(12):477 View
  65. 陈 宇. Threshold Secret Sharing Scheme with Designated Participants Based on CRT and RSA. Advances in Applied Mathematics 2024;13(12):5164 View
  66. Ohlsen T, Hofer V, Ingenerf J. A Validation Tool (VaPCE) for Postcoordinated SNOMED CT Expressions: Development and Usability Study. JMIR Medical Informatics 2025;13:e67984 View
  67. Leiva V, Castro C. Artificial intelligence and blockchain in clinical trials: enhancing data governance efficiency, integrity, and transparency. Bioanalysis 2025;17(3):161 View
  68. Marfoglia A, Nardini F, Arcobelli V, Moscato S, Mellone S, Carbonaro A. Towards real-world clinical data standardization: A modular FHIR-driven transformation pipeline to enhance semantic interoperability in healthcare. Computers in Biology and Medicine 2025;187:109745 View
  69. Khera R, Sawano M, Warner F, Coppi A, Pedroso A, Spatz E, Yu H, Gottlieb M, Saydah S, Stephens K, Rising K, Elmore J, Hill M, Idris A, Montoy J, O’Laughlin K, Weinstein R, Venkatesh A, Santangelo M, Koo K, Derden A, Gatling K, Ahmed Z, Gomez C, Guzman D, Hassaballa M, Jerger R, Kaadan A, Kinsman J, Malicki C, Lin Z, Li S, Mannan I, Yang Z, Liu M, Ulrich A, Dorney J, Pierce S, Puente X, Salah W, Nichol G, Anderson J, Schiffgens M, Morse D, Adams K, Stober T, Maat Z, Gentile N, Geyer R, Willis M, Zhang Z, Chang G, Lyon V, Klabbers R, Ruiz L, Malone K, Park J, Rising K, Kean E, Chang A, Renzi N, Watts P, Kelly M, Schaeffer K, Grau D, Cheng D, Shutty C, Charlton A, Shughart L, Shughart H, Amadio G, Miao J, Hannikainen P, Wisk L, L’Hommedieu M, Chandler C, Eguchi M, Roldan K, Moreno R, Rodriguez R, Wang R, Montoy J, Kemball R, Chan V, Chavez C, Wong A, Arreguin M, Site R, Kane A, Nikonowicz P, Sapp S, McDonald S, Gallegos D, Martin K, Plumb I, Hall A, Briggs-Hagen M. Assessment of health conditions from patient electronic health record portals vs self-reported questionnaires: an analysis of the INSPIRE study. Journal of the American Medical Informatics Association 2025;32(5):784 View
  70. Ponnarengan H, Rajendran S, Khalkar V, Devarajan G, Kamaraj L. Data-Driven Healthcare: The Role of Computational Methods in Medical Innovation. Computer Modeling in Engineering & Sciences 2025;142(1):1 View
  71. Rajit D, Du L, Teede H, Enticott J. Automated citation searching in systematic review production: A simulation study. Research Synthesis Methods 2025;16(1):211 View
  72. von Podewils S. Qualitätserfassung in der Herzmedizin. Herz 2025;50(3):160 View
  73. Cardoso D, Anastácio M, Antunes C, Maximiano M, Gomes R, Távora V, Dias M, Correia Bezerra R. Using Homomorphic Encryption to Create Clinical Trial Cohorts based on Blockchain Notarized Private Patient Data. Procedia Computer Science 2025;256:988 View
  74. Tsai M, Chen K, Chen P. Harnessing Electronic Health Records and Artificial Intelligence for Enhanced Cardiovascular Risk Prediction: A Comprehensive Review. Journal of the American Heart Association 2025 View
  75. Li J, Maddock E, Hosking M, Ebrill K, Sullivan J, Loi K, Tavares-Rixon D, Jayasena R, Grieve G, Delaforce A. Identifying and Optimizing Factors Influencing the Implementation of a Fast Healthcare Interoperability Resources Accelerator: Qualitative Study Using the Consolidated Framework for Implementation Research–Expert Recommendations for Implementing Change Approach. JMIR Medical Informatics 2025;13:e66421 View
  76. Fridas A, Bourouliti A, Touramanidou L, Ivanova D, Votis K, Katsaounis P. Advanced Digital System for International Collaboration on Biosample-Oriented Research: A Multicriteria Query Tool for Real-Time Biosample and Patient Cohort Searches. Computers 2025;14(5):157 View
  77. Marino C, Diaz Paz C. Enhancing Interoperability for a Sustainable, Patient-Centric Health Care Value Chain: Systematic Review for Taxonomy Development. Journal of Medical Internet Research 2025;27:e69465 View
  78. García-Lezana T, Bobowicz M, Frid S, Rutherford M, Recuero M, Riklund K, Cabrelles A, Rygusik M, Fromont L, Francischello R, Neri E, Capella S, Navarro A, Prior F, Bona J, Nicolas P, Starmans M, Lekadir K, Rambla J. New implementation of data standards for AI in oncology: Experience from the EuCanImage project. GigaScience 2025;14 View
  79. JASMINE P, IBRAHIM A, SIDDIQ S, DHANURSHRA A, NIRMALA M, BASHA S. TRANSFORMATIVE APPLICATIONS OF AI IN HEALTHCARE AND PHARMACEUTICAL INNOVATION. International Journal of Applied Pharmaceutics 2025:101 View
  80. Palm J, Saleh K, Scherag A, Ammon D. Leveraging Interoperable Electronic Health Record (EHR) Data for Distributed Analyses in Clinical Research: Technical Implementation Report of the HELP Study. JMIR Medical Informatics 2025;13:e68171 View
  81. Fan H, Rossetti S, Thate J, Mugoya R, Lai A, Yen P. Semi-automated pipeline to accelerate multi-site flowsheet alignment and concept mapping in electronic health records. Journal of the American Medical Informatics Association 2025;32(7):1140 View
  82. Mikołajewska E, Masiak J. Deep Learning Approaches to Natural Language Processing for Digital Twins of Patients in Psychiatry and Neurological Rehabilitation. Electronics 2025;14(10):2024 View
  83. Fuchs B, Heesen P. Data-Driven Defragmentation: Achieving Value-Based Sarcoma and Rare Cancer Care Through Integrated Care Pathway Mapping. Journal of Personalized Medicine 2025;15(5):203 View
  84. Hier D, Carrithers M, Platt S, Nguyen A, Giannopoulos I, Obafemi-Ajayi T. Preprocessing of Physician Notes by LLMs Improves Clinical Concept Extraction Without Information Loss. Information 2025;16(6):446 View
  85. MWR -. Stellungnahme „Künstliche Intelligenz in der Medizin“. Deutsches Ärzteblatt Online 2025 View
  86. Mollerus F, Lynch C, Bruining H. Data interoperability for a systems approach to developmental conditions. Neuroscience & Biobehavioral Reviews 2025;176:106245 View
  87. Parvin N, Joo S, Jung J, Mandal T. Multimodal AI in Biomedicine: Pioneering the Future of Biomaterials, Diagnostics, and Personalized Healthcare. Nanomaterials 2025;15(12):895 View
  88. Abu-Salih B, Alotaibi S, Alanazi A, Abu Khurma R, Al-Shboul B, Khouri A, Aljaafari M. Using large language models for semantic interoperability: A systematic literature review. ICT Express 2025;11(4):819 View
  89. Onur D, Özbakır Ç. Pediatrics 4.0: the Transformative Impacts of the Latest Industrial Revolution on Pediatrics. Health Care Analysis 2025 View
  90. Zhang P, Zhang Q, Hu X, Chi W, Yang W. Research Progress in Artificial Intelligence for Central Serous Chorioretinopathy: A Systematic Review. Ophthalmology and Therapy 2025;14(9):2083 View
  91. Chuma K. ‘A tough nut to crack’: inconsistent standards as roadblocks to data interoperability of health information systems in public hospitals in the Gauteng Province of South Africa. Oxford Open Digital Health 2025;3 View
  92. Karaman I, Sebin B. From data-driven cities to data-driven tumors: dynamic digital twins for adaptive oncology. Frontiers in Artificial Intelligence 2025;8 View
  93. Haffer N, Stellmach C, Sass J, Muzoora M, Graefe A, Thun S, Vorisek C. Genomics on FHIR – a feasibility study to support a National Strategy for Genomic Medicine. npj Genomic Medicine 2025;10(1) View
  94. Greco M, Bose I, Pasinetti B, Cecconi M. Data quality for safer and more personalized perioperative care: a scoping review. Artificial Intelligence Surgery 2025;5(3):361 View
  95. Bäcker S, Sedlmayr B, Goldammer M, Schuler K, Zerlik M, Strantz C, Unberath P, Gräßel L, Sedlmayr M, Wolfien M. User-centered design approach to visualize PROMs for molecular tumor boards. npj Precision Oncology 2025;9(1) View
  96. Liu Y, Liu C, Zheng J, Xu C, Wang D. Improving Explainability and Integrability of Medical AI to Promote Health Care Professional Acceptance and Use: Mixed Systematic Review. Journal of Medical Internet Research 2025;27:e73374 View
  97. Byberg E, Crimi M. Preparing hospitals and health organizations for AI: practical guidelines for the required infrastructure. Frontiers in Digital Health 2025;7 View
  98. Niu Z, Kuang X, Chen J, Cai X, Zhang P. The application and challenges of ChatGPT in laboratory medicine. Advances in Laboratory Medicine / Avances en Medicina de Laboratorio 2025 View
  99. Wiest I, Bhat M, Clusmann J, Schneider C, Jiang X, Kather J. Large language models for clinical decision support in gastroenterology and hepatology. Nature Reviews Gastroenterology & Hepatology 2025 View
  100. Richter M, Emden D, Leenings R, Winter N, Mikolajczyk R, Massag J, Zwiky E, Borgers T, Redlich R, Koutsouleris N, Falguera R, Edwin Thanarajah S, Padberg F, Reinhard M, Back M, Morina N, Buhlmann U, Kircher T, Dannlowski U, Ratzsch J, Blitz R, Köhler L, Rau M, Thiel K, Flinkenflügel K, Schürmeyer N, Kraus A, Goltermann J, Nenadic I, Straube B, Alexander N, Jamalabadi H, Jansen A, Stein F, Thomas-Odenthal F, Usemann P, Teutenberg L, Brosch K, Meinert S, Brambilla P, Upthegrove R, Fabbro F, Salonkangas R, Kambeitz J, Borgwardt S, Meisenzahl-Lechner E, Bertolino A, Lencer R, Hahn T, Opel N. Generalizability of clinical prediction models in mental health. Molecular Psychiatry 2025;30(8):3632 View
  101. Wong G, Chung K. Natural Language Processing and Large Language Models. Hand Clinics 2025 View
  102. Beyer S, Tanjga N, Kleinoscheg G, Hayn D, Donsa K, Kreiner K, Schreier G. Preparing for the European Health Data Space: an open-source compiler for fast, transparent, and portable health data transformations. Frontiers in Medicine 2025;12 View
  103. Wang J, Chang C, Chiang T, Yeh T, Cheng E, Lee Y, Chen H. An innovative X-RAG technique combined with GPT-4o for summarizing medical information from EHR and EMR to assist doctors in clinical decision-making effectively and efficiently. Health Informatics Journal 2025;31(3) View
  104. Vogel C, Pryss R, Heuschmann P, Rücker V, Winter M. Assessing a visual editor for healthcare questionnaires based on the fast healthcare interoperability resources (FHIR) standard: protocol for a cross-sectional, mixed-methods usability evaluation using eye-tracking and retrospective think-aloud. BMJ Open 2025;15(9):e099744 View
  105. Obodo O. Designing Interoperable his for Maternal and Child Health Tracking Across Informal Health Providers. International Journal of Scientific Research and Modern Technology 2025:122 View
  106. Shrivastava S, Bobhate P, Sonkusale S, Jaiswal N. Strengthening hemophilia registries globally: Strategies to improve patient outcomes. Iraqi Journal of Hematology 2025 View
  107. Pethani F, Dunn A, Spallek H. Solutions to improve the quality and use of patient records. The Journal of the American Dental Association 2025 View
  108. Nopour R. Using FHIR for data sharing: A scoping review of challenges and facilitators in healthcare settings. International Journal of Medical Informatics 2026;205:106128 View
  109. Im Y, Oh S, Kim K, Choi W, Choi I. Development of a big data platform for collecting and utilizing clinical information from the Korea Biobank Network. BMC Medical Informatics and Decision Making 2025;25(1) View
  110. Mantri M, Satokar S, Tambe P, Bhutad C. FHIR Standard-based Oncology Data Model for Cancer Screening: Design and Implementation Study (Preprint). JMIR Cancer 2025 View
  111. Zhu E, Yang S. Towards human digital twin: Reviewing human modelling and simulation. Journal of Industrial Information Integration 2025;48:100975 View
  112. Engelke M, Baldini G, Kleesiek J, Nensa F, Dada A. FHIR-Former: enhancing clinical predictions through Fast Healthcare Interoperability Resources and large language models. Journal of the American Medical Informatics Association 2025 View
  113. Zhuang Y, Zhang J, Xu J, Cao D, He K. A Cloud-Edge Collaborative System Based on the Framework of Multi-Device Semantic Interoperability in ICU. Tsinghua Science and Technology 2026;31(2):1216 View
  114. Borys K, Hartmann E, Idrissi-Yaghir A, Livingstone E, Lodde G, Schmidt C, Winnekens P, Friedrich C, Hosch R, Nensa F. DermaDashboard: Bridging the Gap Between FHIR Standards and Clinical Usability. JMIR Cancer 2025;11:e73691 View

Books/Policy Documents

  1. Gilbert S. Digital Respiratory Healthcare. View
  2. Capriulo M, Pizzolla I, Briganti G. Artificial Intelligence, Big Data, Blockchain and 5G for the Digital Transformation of the Healthcare Industry. View
  3. Saoiabi F, Kharmoum N, Elasri C, Boukhari M, Ziti S, Rhalem W. International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD’2023). View
  4. Barros M, Martina J. Advanced Information Networking and Applications. View
  5. Murugan K, Subburaj J, P. K, S. R. Technologies for Sustainable Healthcare Development. View
  6. Golebiewski M, Mayer G. Encyclopedia of Bioinformatics and Computational Biology. View
  7. Roychowdhury S, Singh B, Das A, Choudhury A. Cyber-Physical Systems Security. View
  8. Kothai G, Harish P, Mugesh kannan S, Ajinesh D, Sathyanarayanan V. Critical Phishing Defense Strategies and Digital Asset Protection. View
  9. Lax G. Frontiers of Computer Science and Information Technology. View
  10. . Metaverse‐Based Digital Twins. View
  11. Ahmad N. Federated Intelligent System for Healthcare. View
  12. Sakagianni A, Koufopoulou C, Koufopoulos P, Theodorakis N, Peristera P, Kalodanis K, Myrianthefs P, Anastasiou A, Feretzakis G, Koumpouros Y. Innovations in Precision Medicine and Genomics. View
  13. Vaidya R, Vyas B, Joshi S, Singh S, Desai D, Bhatt P. Data Science in Pharmaceutical Development. View
  14. Cesario A, Gorini M, D’Amario D. Digital Medicine Starter Guide. View

Conference Proceedings

  1. Bashir A, Nagpal R, Mehrotra D, Bala M. 2023 13th International Conference on Cloud Computing, Data Science & Engineering (Confluence). Interoperability of Electronic Health Records for Dyslipidemia using Knowledge graphs View
  2. Neocleous A, Papaioannou M, Savva P, Miguel F, Panayides A, Antoniou Z, Neofytou M, Schiza E, Neokleous K, Constantinou I, Panos G, Schizas C, Pattichis C. 2022 E-Health and Bioengineering Conference (EHB). The International Patient Summary: Proposal for a National Implementation for Cyprus View
  3. Nair N, Achan P, Nedungadi P, Nair S. 2023 Global Conference on Information Technologies and Communications (GCITC). Automated Clinical Note Section Identification Using Transfer Learning and Contextual Embeddings View
  4. Joshi R, Kumari S, Pandey K. 2024 International Conference on Computing, Sciences and Communications (ICCSC). Exploring the Cutting Edge Technology in Healthcare: A Comprehensive Review of Cloud Based Electronic Health Records View
  5. Severo L, Martina J. Anais do XXI Simpósio Brasileiro de Sistemas de Informação (SBSI 2025). Digital Prescription and Dispensation of Medications View
  6. Pedrosa L, Costa L, Siqueira N, Peraro T, Reis G, Viglio S, Rodrigues P, Jawabri O, Morais C, Espíndola V, Castilho S, Ribeiro-Rotta R, Braga R. Anais Estendidos do XXV Simpósio Brasileiro de Computação Aplicada à Saúde (SBCAS 2025). SobreVidas Platform – “Oral Cancer”: A Technological Solution for Tracking and Continuous Monitoring in Primary Health Care View