Published on in Vol 9, No 7 (2021): July

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/21929, first published .
The Fast Health Interoperability Resources (FHIR) Standard: Systematic Literature Review of Implementations, Applications, Challenges and Opportunities

The Fast Health Interoperability Resources (FHIR) Standard: Systematic Literature Review of Implementations, Applications, Challenges and Opportunities

The Fast Health Interoperability Resources (FHIR) Standard: Systematic Literature Review of Implementations, Applications, Challenges and Opportunities

Journals

  1. Hanna M, Hanna M. Current applications and challenges of artificial intelligence in pathology. Human Pathology Reports 2022;27:300596 View
  2. Rafee A, Riepenhausen S, Neuhaus P, Meidt A, Dugas M, Varghese J. ELaPro, a LOINC-mapped core dataset for top laboratory procedures of eligibility screening for clinical trials. BMC Medical Research Methodology 2022;22(1) View
  3. Dighe A. Electronic Health Record Optimization for Artificial Intelligence. Clinics in Laboratory Medicine 2023;43(1):17 View
  4. Ciampi M, Sicuranza M, Silvestri S. A Privacy-Preserving and Standard-Based Architecture for Secondary Use of Clinical Data. Information 2022;13(2):87 View
  5. Frid S, Pastor Duran X, Bracons Cucó G, Pedrera-Jiménez M, Serrano-Balazote P, Muñoz Carrero A, Lozano-Rubí R. An Ontology-Based Approach for Consolidating Patient Data Standardized With European Norm/International Organization for Standardization 13606 (EN/ISO 13606) Into Joint Observational Medical Outcomes Partnership (OMOP) Repositories: Description of a Methodology. JMIR Medical Informatics 2023;11:e44547 View
  6. Duda S, Kennedy N, Conway D, Cheng A, Nguyen V, Zayas-Cabán T, Harris P. HL7 FHIR-based tools and initiatives to support clinical research: a scoping review. Journal of the American Medical Informatics Association 2022;29(9):1642 View
  7. Jung S, Bae S, Seong D, Oh O, Kim Y, Yi B. Shared Interoperable Clinical Decision Support Service for Drug-Allergy Interaction Checks: Implementation Study. JMIR Medical Informatics 2022;10(11):e40338 View
  8. Ng D, Jia S, Wisseh C, Cadiz C, Nguyen M, Lee J, McBane S, Nguyen L, Chan A, Hurley-Kim K. Sociodemographic characteristics differ across routine adult vaccine cohorts: An All of Us descriptive study. Journal of the American Pharmacists Association 2023;63(2):582 View
  9. Li S, Deng L, Zhang X, Chen L, Yang T, Qi Y, Jiang T. Deep Phenotyping of Chinese Electronic Health Records by Recognizing Linguistic Patterns of Phenotypic Narratives With a Sequence Motif Discovery Tool: Algorithm Development and Validation. Journal of Medical Internet Research 2022;24(6):e37213 View
  10. Pawelek J, Baca-Motes K, Pandit J, Berk B, Ramos E. The Power of Patient Engagement With Electronic Health Records as Research Participants. JMIR Medical Informatics 2022;10(7):e39145 View
  11. Bennett A, Ulrich H, van Damme P, Wiedekopf J, Johnson A. MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format. Journal of the American Medical Informatics Association 2023 View
  12. Lobach D, Boxwala A, Kashyap N, Heaney-Huls K, Chiao A, Rafter T, Lomotan E, Harrison M, Dymek C, Swiger J, Dullabh P. Integrating a Patient Engagement App into an Electronic Health Record-Enabled Workflow Using Interoperability Standards. Applied Clinical Informatics 2022;13(05):1163 View
  13. Donnelly C, Janssen A, Vinod S, Stone E, Harnett P, Shaw T. A Systematic Review of Electronic Medical Record Driven Quality Measurement and Feedback Systems. International Journal of Environmental Research and Public Health 2022;20(1):200 View
  14. Rambla J, Baudis M, Ariosa R, Beck T, Fromont L, Navarro A, Paloots R, Rueda M, Saunders G, Singh B, Spalding J, Törnroos J, Vasallo C, Veal C, Brookes A. Beacon v2 and Beacon networks: A “lingua franca” for federated data discovery in biomedical genomics, and beyond. Human Mutation 2022 View
  15. Valtchinov V, Murphy S, Lacson R, Ikonomov N, Zhai B, Andriole K, Rousseau J, Hanson D, Kohane I, Khorasani R. Analytics to monitor local impact of the Protecting Access to Medicare Act’s imaging clinical decision support requirements. Journal of the American Medical Informatics Association 2022;29(11):1870 View
  16. Wang B, Lai J, Jin F, Liao X, Zhu H, Yao C. Clinical Source Data Production and Quality Control in Real-world Studies: Proposal for Development of the eSource Record System. JMIR Research Protocols 2022;11(12):e42754 View
  17. D’Amario D, Laborante R, Delvinioti A, Lenkowicz J, Iacomini C, Masciocchi C, Luraschi A, Damiani A, Rodolico D, Restivo A, Ciliberti G, Paglianiti D, Canonico F, Patarnello S, Cesario A, Valentini V, Scambia G, Crea F. GENERATOR HEART FAILURE DataMart: An integrated framework for heart failure research. Frontiers in Cardiovascular Medicine 2023;10 View
  18. Pavão J, Bastardo R, Santos M, Rocha N. The Fast Health Interoperability Resources (FHIR) Standard and Homecare, a Scoping Review. Procedia Computer Science 2023;219:1249 View
  19. Lawrence K, Singh N, Jonassen Z, Groom L, Alfaro Arias V, Mandal S, Schoenthaler A, Mann D, Nov O, Dove G. Operational Implementation of Remote Patient Monitoring Within a Large Ambulatory Health System: Multimethod Qualitative Case Study. JMIR Human Factors 2023;10:e45166 View
  20. Pinnock H, Hui C, van Boven J. Implementation of digital home monitoring and management of respiratory disease. Current Opinion in Pulmonary Medicine 2023;29(4):302 View
  21. Drenkhahn C, Ohlsen T, Wiedekopf J, Ingenerf J. WASP—A Web Application to Support Syntactically and Semantically Correct SNOMED CT Postcoordination. Applied Sciences 2023;13(10):6114 View
  22. Kulkarni P, Paudel N, Magar S, Santilli M, Kashyap S, Baranwal A, Zamboni P, Vasavada P, Katiyar A, Singh A. Overcoming Challenges and Innovations in Orthopedic Prosthesis Design: An Interdisciplinary Perspective. Biomedical Materials & Devices 2023 View
  23. Nan J, Xu L. Designing Interoperable Health Care Services Based on Fast Healthcare Interoperability Resources: Literature Review. JMIR Medical Informatics 2023;11:e44842 View
  24. Dhingra L, Shen M, Mangla A, Khera R. Cardiovascular Care Innovation through Data-Driven Discoveries in the Electronic Health Record. The American Journal of Cardiology 2023;203:136 View
  25. Sembay M, de Macedo D, Júnior L, Braga R, Sarasa-Cabezuelo A. Provenance Data Management in Health Information Systems: A Systematic Literature Review. Journal of Personalized Medicine 2023;13(6):991 View
  26. Guinez-Molinos S, Buendía-García F, Sierra-Rodríguez J, Gayoso-Cabada J, González-Díaz J. Computer-Supported Collaborative Design of Standardized Clinical Cases: Algorithm Development and Validation. JMIR Medical Informatics 2023;11:e45315 View
  27. Fuchs T, Kaiser L, Müller D, Papp L, Fischer R, Tran-Gia J. Enhancing Interoperability and Harmonisation of Nuclear Medicine Image Data and Associated Clinical Data. Nuklearmedizin - NuclearMedicine 2023;62(06):389 View
  28. Cosgrove S, Srinivasan A. Antibiotic Stewardship. Infectious Disease Clinics of North America 2023;37(4):659 View
  29. Kamdje Wabo G, Prasser F, Gierend K, Siegel F, Ganslandt T. Data Quality– and Utility-Compliant Anonymization of Common Data Model–Harmonized Electronic Health Record Data: Protocol for a Scoping Review. JMIR Research Protocols 2023;12:e46471 View
  30. Casaletto J, Bernier A, McDougall R, Cline M. Federated Analysis for Privacy-Preserving Data Sharing: A Technical and Legal Primer. Annual Review of Genomics and Human Genetics 2023;24(1):347 View
  31. Nashwan A, Hani S. Transforming cancer clinical trials: The integral role of artificial intelligence in electronic health records for efficient patient recruitment. Contemporary Clinical Trials Communications 2023;36:101223 View
  32. Kang C, Yoon J. Current challenges in adopting machine learning to critical care and emergency medicine. Clinical and Experimental Emergency Medicine 2023;10(2):132 View
  33. Jiang L, Liu X, Nejatian N, Nasir-Moin M, Wang D, Abidin A, Eaton K, Riina H, Laufer I, Punjabi P, Miceli M, Kim N, Orillac C, Schnurman Z, Livia C, Weiss H, Kurland D, Neifert S, Dastagirzada Y, Kondziolka D, Cheung A, Yang G, Cao M, Flores M, Costa A, Aphinyanaphongs Y, Cho K, Oermann E. Health system-scale language models are all-purpose prediction engines. Nature 2023;619(7969):357 View
  34. Gellatly Z, Lagha I, Ternov N, Berry E, Nelson K, Seiverling E. The Role of Dermoscopy in Provider-to-Provider Store-and-Forward Dermatology eConsults: A Scoping Review of the Recent Literature. Current Dermatology Reports 2023;12(4):169 View
  35. Lee K, Lee Y, Lee J. Evaluating the Landscape of Personal Health Records in Korea: Results of the National Health Informatization Survey. Healthcare Informatics Research 2023;29(4):386 View
  36. Schulz S, Case J, Hendler P, Karlsson D, Lawley M, Cornet R, Hausam R, Solbrig H, Nashar K, Martínez-Costa C, Gao Y. SNOMED CT and Basic Formal Ontology – convergence or contradiction between standards? The case of “clinical finding”. Applied Ontology 2023;18(3):207 View
  37. Shear K, Horgas A, Lucero R. Experts’ Perspectives on Use of Fast Healthcare Interoperable Resources for Computerized Clinical Decision Support. CIN: Computers, Informatics, Nursing 2023;41(10):752 View
  38. Guinez-Molinos S, Espinoza S, Andrade J, Medina A. Design and Development of Learning Management System Huemul for Teaching Fast Healthcare Interoperability Resource: Algorithm Development and Validation Study. JMIR Medical Education 2024;10:e45413 View
  39. Fridgeirsson E, Sontag D, Rijnbeek P. Attention-based neural networks for clinical prediction modelling on electronic health records. BMC Medical Research Methodology 2023;23(1) View
  40. Tade R, Jain S, Satyavijay J, Shah P, Bari T, Patil T, Shah R. Artificial Intelligence in the Paradigm Shift of Pharmaceutical Sciences: A Review. Nano Biomedicine and Engineering 2024;16(1):64 View
  41. Leal Neto O, Von Wyl V. Digital Transformation of Public Health for Noncommunicable Diseases: Narrative Viewpoint of Challenges and Opportunities. JMIR Public Health and Surveillance 2024;10:e49575 View
  42. Mullie L, Afilalo J, Archambault P, Bouchakri R, Brown K, Buckeridge D, Cavayas Y, Turgeon A, Martineau D, Lamontagne F, Lebrasseur M, Lemieux R, Li J, Sauthier M, St-Onge P, Tang A, Witteman W, Chassé M. CODA: an open-source platform for federated analysis and machine learning on distributed healthcare data. Journal of the American Medical Informatics Association 2024;31(3):651 View
  43. Wenhua Z, Hasan M, Jailani N, Islam S, Safie N, Albarakati H, Aljohani A, Khan M. A lightweight security model for ensuring patient privacy and confidentiality in telehealth applications. Computers in Human Behavior 2024;153:108134 View
  44. Doi S, Yokota S, Nagae Y, Takahashi K, Aoki M, Ohe K. Mapping Injection Order Messages to Health Level 7 Fast Healthcare Interoperability Resources to Collate Infusion Pump Data. Applied Clinical Informatics 2024;15(01):001 View
  45. Fennelly O, Moroney D, Doyle M, Eustace-Cook J, Hughes M. Key interoperability Factors for patient portals and Electronic health Records: A scoping review. International Journal of Medical Informatics 2024;183:105335 View
  46. Kim S, Ryu S, Lim J, Kwon H, Wang Z, Lee J, Cho H. Constructing a non-face-to-face oral health care service model using my data: proposal. Journal of Korean Academy of Oral Health 2023;47(4):228 View
  47. 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
  48. Amar F, April A, Abran A. Electronic Health Record and Semantic Issues Using Fast Healthcare Interoperability Resources: Systematic Mapping Review. Journal of Medical Internet Research 2024;26:e45209 View
  49. Oeser A, Grieb N, Gaebel J, Franke S, Kubasch A, Merz M, Platzbecker U, Neumuth T. Künstliche Intelligenz in der Entscheidungsunterstützung und medikamentösen Tumortherapie. Die Onkologie 2024;30(5):380 View
  50. Moser K, Massag J, Frese T, Mikolajczyk R, Christoph J, Pushpa J, Straube J, Unverzagt S. German primary care data collection projects: a scoping review. BMJ Open 2024;14(2):e074566 View
  51. Liu L, Han M. Data sharing and exchanging with incentive and optimization: a survey. Discover Data 2024;2(1) View
  52. Aiskovich M, Castro E, Reinen J, Fadnavis S, Mehta A, Li H, Dhurandhar A, Cecchi G, Polosecki P. Fusion of biomedical imaging studies for increased sample size and diversity: a case study of brain MRI. Frontiers in Radiology 2024;4 View
  53. Kim K, Kim S, Park Y, Lee E, Jung S, Kang J, An D, Min K, Shim S, Yu H, Han H. A blockchain-based healthcare data marketplace: prototype and demonstration. JAMIA Open 2024;7(2) View
  54. Stout N, Alfano C, Liu R, Dixit N, Jefford M. Implementing a Clinical Pathway for Needs Assessment and Supportive Care Interventions. JCO Oncology Practice 2024;20(9):1173 View
  55. 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
  56. 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
  57. de Faria Leao B, Costa I, Machado J, de Assis Molla M, Zamarro A, Motter F, Oliveira G, Costa K, de Mello B, Souza E, Neves G, de Melo Matos R, dos Santos P, de Oliveira J, Gadenz S. The Brazilian international patient summary initiative. Oxford Open Digital Health 2024;2 View
  58. Tanner K, Reader B, O’Rourke S, Byars M, Fallieras K, Brunelle A, Bailes A. Spreading Standardized Documentation of Pediatric Occupational and Physical Therapy Dose: A Quality Improvement Initiative. The American Journal of Occupational Therapy 2024;78(4) View
  59. Kirilov N, Bischoff E. Networking Aspects of the Electronic Health Records: Hypertext Transfer Protocol Version 2 (HTTP/2) vs HTTP/3. Journal of Medical Systems 2024;48(1) View
  60. Luo X, Tahabi F, Marc T, Haunert L, Storey S. Zero-shot learning to extract assessment criteria and medical services from the preventive healthcare guidelines using large language models. Journal of the American Medical Informatics Association 2024;31(8):1743 View
  61. Maciel R, Valle P, Santos K, Nakagawa E. Systems Interoperability Types: A Tertiary Study. ACM Computing Surveys 2024;56(10):1 View
  62. Björneld O, Löwe W. Real-world validation of a framework for automated knowledge driven feature engineering inspired by medical domain experts. Informatics in Medicine Unlocked 2024;49:101532 View
  63. Deady M, Duncan R, Jones L, Sang A, Goodness B, Pandey A, Cho S, Forshee R, Anderson S, Ezzeldin H. Data quality and timeliness analysis for post-vaccination adverse event cases reported through healthcare data exchange to FDA BEST pilot platform. Frontiers in Public Health 2024;12 View
  64. 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
  65. Kuo Z, Chen K, Tseng Y. MoCab: A framework for the deployment of machine learning models across health information systems. Computer Methods and Programs in Biomedicine 2024;255:108336 View
  66. Kirilov N, Dugas M. Evaluation of technical approaches for real-time data transfer from electronic health record systems. Computer Methods and Programs in Biomedicine 2024;255:108347 View
  67. 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
  68. Bossenko I, Piho G, Ivanova M, Ross P. TermX: The semantic interoperability, knowledge management and sharing platform. SoftwareX 2024;27:101839 View
  69. Mlakar I, Arioz U, Smrke U, Plohl N, Šafran V, Rojc M. An End-to-End framework for extracting observable cues of depression from diary recordings. Expert Systems with Applications 2024;257:125025 View
  70. 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
  71. 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
  72. Towett G, Snead R, Marczika J, Prada I. Discursive framework for a multi-disease digital health passport in Africa: a perspective. Globalization and Health 2024;20(1) View
  73. Faisal H, Nakayama M. Implementation of the World Health Organization Minimum Dataset for Emergency Medical Teams to Create Disaster Profiles for the Indonesian SATUSEHAT Platform Using Fast Healthcare Interoperability Resources: Development and Validation Study. JMIR Medical Informatics 2024;12:e59651 View
  74. 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 2024 View
  75. 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
  76. Díaz Jiménez D, López Ruiz J, González Lama J, Verdejo Espinosa Á. Assessing the sustainable alignment of a sensor-based connected health system with SDGs: an evaluation model and case study. Smart and Sustainable Built Environment 2024 View
  77. Heumos L, Ehmele P, Treis T, Upmeier zu Belzen J, Roellin E, May L, Namsaraeva A, Horlava N, Shitov V, Zhang X, Zappia L, Knoll R, Lang N, Hetzel L, Virshup I, Sikkema L, Curion F, Eils R, Schiller H, Hilgendorff A, Theis F. An open-source framework for end-to-end analysis of electronic health record data. Nature Medicine 2024;30(11):3369 View
  78. Bregonzio M, Bernasconi A, Pinoli P. Advancing healthcare through data: the BETTER project's vision for distributed analytics. Frontiers in Medicine 2024;11 View
  79. Wettstein R, Sedaghat-Hamedani F, Heinze O, Amr A, Reich C, Betz T, Kayvanpour E, Merzweiler A, Büsch C, Mohr I, Friedmann-Bette B, Frey N, Dugas M, Meder B. A Remote Patient Monitoring System with Feedback Mechanisms using a Smartwatch: Concept, Implementation and Evaluation based on the activeDCM Randomized Controlled Trial (Preprint). JMIR mHealth and uHealth 2024 View
  80. 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
  81. Apostolidis G, Kakouri A, Dimaridis I, Vasileiou E, Gerasimou I, Charisis V, Hadjidimitriou S, Lazaridis N, Germanidis G, Hadjileontiadis L. A web-based platform for studying the impact of artificial intelligence in video capsule endoscopy. Health Informatics Journal 2024;30(4) View
  82. Chae S, Davoudi A, Song J, Evans L, Bowles K, Mcdonald M, Barrón Y, Min S, Oh S, Scharp D, Xu Z, Topaz M. Developing a clinical decision support framework for integrating predictive models into routine nursing practices in home health care for patients with heart failure. Journal of Nursing Scholarship 2024 View
  83. Heavner S, Kumar V, Anderson W, Al-Hakim T, Dasher P, Armaignac D, Clermont G, Cobb J, Manion S, Remy K, Reuter-Rice K, Haendel M. Critical Data for Critical Care: A Primer on Leveraging Electronic Health Record Data for Research From Society of Critical Care Medicine’s Panel on Data Sharing and Harmonization. Critical Care Explorations 2024;6(11):e1179 View
  84. Fazen L, Martin B, Isakari M, Kowalski-McGraw M, McLellan R, Ahsan R, Berenji M. Occupational Electronic Health Records. Journal of Occupational & Environmental Medicine 2024;66(11):e614 View

Books/Policy Documents

  1. Benson T. Patient-Reported Outcomes and Experience. View
  2. Vieira A, Conceição L, Faria L, Novais P, Marreiros G. Highlights in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection. View
  3. Pavão J, Bastardo R, Rocha N. Proceedings of International Conference on Information Technology and Applications. View
  4. Wong G, Yuen P, Ma A, Chan A, Leung H, Wong V. Artificial Intelligence, Machine Learning, and Deep Learning in Precision Medicine in Liver Diseases. View
  5. Freitas A, Souza J, Caballero I. Data Governance. View
  6. Espinoza J. Diabetes Digital Health, Telehealth, and Artificial Intelligence. View
  7. O’Brien M, Sng L, Ramarao-Milne P, Didi K, Bauer D. Reference Module in Life Sciences. View