{"id":"https://openalex.org/W4414724186","doi":"https://doi.org/10.1093/jamia/ocaf163","title":"A standards-based approach to digital health research: implementing the people heart study","display_name":"A standards-based approach to digital health research: implementing the people heart study","publication_year":2025,"publication_date":"2025-09-17","ids":{"openalex":"https://openalex.org/W4414724186","doi":"https://doi.org/10.1093/jamia/ocaf163","pmid":"https://pubmed.ncbi.nlm.nih.gov/41032388"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocaf163","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf163","pdf_url":"https://academic.oup.com/jamia/advance-article-pdf/doi/10.1093/jamia/ocaf163/64464958/ocaf163.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/jamia/advance-article-pdf/doi/10.1093/jamia/ocaf163/64464958/ocaf163.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052746117","display_name":"Raheel Sayeed","orcid":"https://orcid.org/0000-0001-8810-2471"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Raheel Sayeed","raw_affiliation_strings":["Department of Biomedical Informatics, Harvard Medical School , Boston, MA 02115,","Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, United States"],"raw_orcid":"https://orcid.org/0000-0001-8810-2471","affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School , Boston, MA 02115,","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, United States","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057500499","display_name":"David Kreda","orcid":"https://orcid.org/0000-0001-7132-8220"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Kreda","raw_affiliation_strings":["Department of Biomedical Informatics, Harvard Medical School , Boston, MA 02115,","Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School , Boston, MA 02115,","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, United States","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011972221","display_name":"Joshua C. Mandel","orcid":"https://orcid.org/0000-0002-2660-4502"},"institutions":[{"id":"https://openalex.org/I1288882113","display_name":"Boston Children's Hospital","ror":"https://ror.org/00dvg7y05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1288882113"]},{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Joshua C Mandel","raw_affiliation_strings":["Computational Health Informatics Program, Boston Children\u2019s Hospital , Boston, MA 02115,","Department of Biomedical Informatics, Harvard Medical School , Boston, MA 02115,","Microsoft , Redmond, WA,","Computational Health Informatics Program, Boston Children's Hospital, Boston, MA 02115, United States","Microsoft, Redmond, WA, United States","Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational Health Informatics Program, Boston Children\u2019s Hospital , Boston, MA 02115,","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School , Boston, MA 02115,","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Microsoft , Redmond, WA,","institution_ids":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]},{"raw_affiliation_string":"Computational Health Informatics Program, Boston Children's Hospital, Boston, MA 02115, United States","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Microsoft, Redmond, WA, United States","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, United States","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bryan Larson","orcid":null},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bryan Larson","raw_affiliation_strings":["Department of Biomedical Informatics, Harvard Medical School , Boston, MA 02115,","Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School , Boston, MA 02115,","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, United States","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057354398","display_name":"William Gordon","orcid":"https://orcid.org/0000-0002-8166-2641"},"institutions":[{"id":"https://openalex.org/I1283280774","display_name":"Brigham and Women's Hospital","ror":"https://ror.org/04b6nzv94","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283280774","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Gordon","raw_affiliation_strings":["Department of Biomedical Informatics, Harvard Medical School , Boston, MA 02115,","Department of Medicine, Brigham and Women\u2019s Hospital , Boston, MA 02115,","Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, United States","Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School , Boston, MA 02115,","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Department of Medicine, Brigham and Women\u2019s Hospital , Boston, MA 02115,","institution_ids":["https://openalex.org/I1283280774"]},{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, United States","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, United States","institution_ids":["https://openalex.org/I1283280774"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018662278","display_name":"Kenneth D. Mandl","orcid":"https://orcid.org/0000-0002-9781-0477"},"institutions":[{"id":"https://openalex.org/I1288882113","display_name":"Boston Children's Hospital","ror":"https://ror.org/00dvg7y05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1288882113"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenneth D Mandl","raw_affiliation_strings":["Computational Health Informatics Program, Boston Children\u2019s Hospital , Boston, MA 02115,","Department of Biomedical Informatics, Harvard Medical School , Boston, MA 02115,","Computational Health Informatics Program, Boston Children's Hospital, Boston, MA 02115, United States","Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational Health Informatics Program, Boston Children\u2019s Hospital , Boston, MA 02115,","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School , Boston, MA 02115,","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Computational Health Informatics Program, Boston Children's Hospital, Boston, MA 02115, United States","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, United States","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088509061","display_name":"Isaac S. Kohane","orcid":"https://orcid.org/0000-0003-2192-5160"},"institutions":[{"id":"https://openalex.org/I1283280774","display_name":"Brigham and Women's Hospital","ror":"https://ror.org/04b6nzv94","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283280774","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Isaac Kohane","raw_affiliation_strings":["Department of Biomedical Informatics, Harvard Medical School , Boston, MA 02115,","Department of Medicine, Brigham and Women\u2019s Hospital , Boston, MA 02115,","Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, United States","Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School , Boston, MA 02115,","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Department of Medicine, Brigham and Women\u2019s Hospital , Boston, MA 02115,","institution_ids":["https://openalex.org/I1283280774"]},{"raw_affiliation_string":"Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, United States","institution_ids":["https://openalex.org/I1283280774"]},{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, United States","institution_ids":["https://openalex.org/I136199984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5052746117"],"corresponding_institution_ids":["https://openalex.org/I136199984"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":{"value":3967,"currency":"USD","value_usd":3967},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.40302323,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":"12","first_page":"1811","last_page":"1821"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.36160001158714294,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.36160001158714294,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.2612999975681305,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.08209999650716782,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-health","display_name":"Digital health","score":0.7597000002861023},{"id":"https://openalex.org/keywords/agile-software-development","display_name":"Agile software development","score":0.7378000020980835},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.5404000282287598},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4950000047683716},{"id":"https://openalex.org/keywords/health-data","display_name":"Health data","score":0.42309999465942383},{"id":"https://openalex.org/keywords/mhealth","display_name":"mHealth","score":0.39820000529289246}],"concepts":[{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.7597000002861023},{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.7378000020980835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.590399980545044},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.5404000282287598},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4950000047683716},{"id":"https://openalex.org/C3017977704","wikidata":"https://www.wikidata.org/wiki/Q18745135","display_name":"Health data","level":3,"score":0.42309999465942383},{"id":"https://openalex.org/C2779363104","wikidata":"https://www.wikidata.org/wiki/Q17069079","display_name":"mHealth","level":3,"score":0.39820000529289246},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.38989999890327454},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37299999594688416},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.3407000005245209},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.33660000562667847},{"id":"https://openalex.org/C202645933","wikidata":"https://www.wikidata.org/wiki/Q4930","display_name":"eHealth","level":3,"score":0.32580000162124634},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32499998807907104},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.3206999897956848},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.28220000863075256},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.25589999556541443},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2526000142097473},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2524999976158142}],"mesh":[{"descriptor_ui":"D000073892","descriptor_name":"Health Information Interoperability","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D000073892","descriptor_name":"Health Information Interoperability","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D000073892","descriptor_name":"Health Information Interoperability","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D000097103","descriptor_name":"Digital Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097103","descriptor_name":"Digital Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097103","descriptor_name":"Digital Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035843","descriptor_name":"Biomedical Research","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D035843","descriptor_name":"Biomedical Research","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D035843","descriptor_name":"Biomedical Research","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057208","descriptor_name":"Health Level Seven","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057208","descriptor_name":"Health Level Seven","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057208","descriptor_name":"Health Level Seven","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1093/jamia/ocaf163","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf163","pdf_url":"https://academic.oup.com/jamia/advance-article-pdf/doi/10.1093/jamia/ocaf163/64464958/ocaf163.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:41032388","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41032388","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association : JAMIA","raw_type":null}],"best_oa_location":{"id":"doi:10.1093/jamia/ocaf163","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf163","pdf_url":"https://academic.oup.com/jamia/advance-article-pdf/doi/10.1093/jamia/ocaf163/64464958/ocaf163.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414724186.pdf","grobid_xml":"https://content.openalex.org/works/W4414724186.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1963848984","https://openalex.org/W2296350496","https://openalex.org/W2335574276","https://openalex.org/W2891398634","https://openalex.org/W3002159971","https://openalex.org/W3046739387","https://openalex.org/W3111868183","https://openalex.org/W3161668426","https://openalex.org/W4210347219","https://openalex.org/W4285021577","https://openalex.org/W4293516463","https://openalex.org/W4360614727","https://openalex.org/W4377046748","https://openalex.org/W4391350886","https://openalex.org/W4396835491","https://openalex.org/W4408031343"],"related_works":[],"abstract_inverted_index":{"OBJECTIVE:":[0],"To":[1],"assess":[2],"whether":[3],"HL7":[4],"Fast":[5],"Healthcare":[6],"Interoperability":[7],"Resources":[8],"(FHIR)":[9],"can":[10],"underpin":[11],"a":[12,22,39,57,75,248],"fully":[13],"standards-based,":[14],"end-to-end":[15],"digital":[16,45,77,192,232,253],"research":[17,47,59,125,148,194,206,234],"architecture,":[18],"demonstrate":[19],"it":[20],"in":[21,191],"live":[23],"study,":[24],"and":[25,31,92,103,162,181,202,214,228,246,251],"quantify":[26],"its":[27,83],"benefits":[28],"for":[29,71,128],"interoperability":[30],"development":[32],"efficiency.":[33],"MATERIALS":[34],"AND":[35],"METHODS:":[36],"We":[37],"designed":[38],"generalizable":[40],"standards-based":[41],"architecture":[42,113,209,224],"to":[43,66],"accelerate":[44],"health":[46,78,193,233,254],"relying":[48],"on":[49,137],"FHIR":[50,87,119,156,170],"as":[51],"the":[52,138,204],"sole":[53],"transactional":[54],"model":[55],"throughout":[56],"participant":[58],"lifecycle":[60],"starting":[61],"from":[62,155],"API-based":[63],"study":[64,81,237],"discovery":[65,126],"results.":[67],"It":[68],"was":[69,114,135],"instantiated":[70],"People":[72],"Heart":[73],"Study,":[74],"real-world":[76],"cardiovascular-risk":[79],"assessment":[80],"with":[82,176,211],"protocol":[84],"transformed":[85],"into":[86,239],"resources":[88,171],"(eligibility,":[89],"consent,":[90],"tasks,":[91],"results).":[93],"Evaluation":[94],"examined":[95],"workflow":[96],"coverage,":[97],"validator":[98],"conformance":[99],"across":[100,230],"independent":[101],"servers,":[102],"points":[104],"requiring":[105,166],"custom":[106,167,178],"extensions":[107],"or":[108],"app":[109,134,149],"logic.":[110],"RESULTS:":[111],"The":[112,208],"implemented":[115],"using":[116],"cloud":[117],"managed":[118],"stores":[120],"including":[121],"an":[122],"illustrative":[123],"public":[124],"API":[127],"first-/third-party":[129],"apps.":[130],"A":[131],"participant-facing":[132],"iOS":[133],"published":[136],"App":[139],"Store.":[140],"Our":[141,186],"evaluation":[142],"reveals":[143],"that":[144],"6":[145],"of":[146],"10":[147],"workflows":[150],"could":[151],"be":[152],"executed":[153],"entirely":[154],"artifacts;":[157],"2":[158,163],"were":[159],"partially":[160],"standards-driven":[161],"remained":[164],"limited":[165],"development.":[168],"All":[169],"passed":[172],"structural,":[173],"semantic":[174],"validation":[175],"minimal":[177],"extension":[179],"usage":[180],"terminology":[182],"integrity":[183],"issues.":[184],"DISCUSSION:":[185],"approach":[187],"addresses":[188],"persistent":[189],"challenges":[190],"by":[195],"enhancing":[196],"data":[197,240],"interoperability,":[198,227],"minimizing":[199],"redundant":[200],"development,":[201,245],"supporting":[203],"full":[205],"lifecycle.":[207],"aligns":[210],"national":[212],"priorities":[213],"complements":[215],"healthcare":[216],"standardization":[217],"efforts.":[218],"CONCLUSION:":[219],"By":[220],"leveraging":[221],"FHIR,":[222],"our":[223],"enables":[225],"generalizability,":[226],"reuse":[229],"diverse":[231],"contexts,":[235],"transforming":[236],"design":[238],"modeling":[241],"rather":[242],"than":[243],"software":[244],"fostering":[247],"more":[249],"inclusive":[250],"agile":[252],"ecosystem.":[255]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
