{"id":"https://openalex.org/W7220654611","doi":"https://doi.org/10.1016/j.ahjo.2026.100934","title":"The impact of an adaptive patient-centered web application on medication optimization in patients with HFrEF: Rationale and design of the SmartHF trial","display_name":"The impact of an adaptive patient-centered web application on medication optimization in patients with HFrEF: Rationale and design of the SmartHF trial","publication_year":2026,"publication_date":"2026-10-06","ids":{"openalex":"https://openalex.org/W7220654611","doi":"https://doi.org/10.1016/j.ahjo.2026.100934","pmid":"https://pubmed.ncbi.nlm.nih.gov/42898174","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/13677402"},"language":"en","primary_location":{"id":"doi:10.1016/j.ahjo.2026.100934","doi":"https://doi.org/10.1016/j.ahjo.2026.100934","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ahjo.2026.100934","pdf_url":"https://www.sciencedirect.com/science/article/pii/S2666602226002235/pdf","source":{"id":"https://openalex.org/S4210207075","display_name":"American Heart Journal Plus Cardiology Research and Practice","issn_l":"2666-6022","issn":["2666-6022"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","norway-1","oarl"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"American Heart Journal Plus: Cardiology Research and Practice","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.sciencedirect.com/science/article/pii/S2666602226002235/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054005073","display_name":"Michael P. Dorsch","orcid":"https://orcid.org/0000-0003-2910-1879","observed_orcids":["https://orcid.org/0000-0003-2910-1879"]},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michael P. Dorsch","raw_affiliation_strings":["College of Pharmacy, University of Michigan, Ann Arbor, MI, USA","Frankel Cardiovascular Center, University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":"https://orcid.org/0000-0003-2910-1879","affiliations":[{"raw_affiliation_string":"College of Pharmacy, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Frankel Cardiovascular Center, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004683265","display_name":"Amy Krambrink","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amy Krambrink","raw_affiliation_strings":["School of Public Health, University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Health, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116720635","display_name":"Sabah Ganai","orcid":"https://orcid.org/0000-0003-1338-8385","observed_orcids":["https://orcid.org/0000-0003-1338-8385"]},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sabah Ganai","raw_affiliation_strings":["College of Pharmacy, University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Pharmacy, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017156219","display_name":"Kaitlyn M Greer","orcid":"https://orcid.org/0009-0009-3921-7091","observed_orcids":["https://orcid.org/0009-0009-3921-7091"]},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kaitlyn M. Greer","raw_affiliation_strings":["College of Pharmacy, University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Pharmacy, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5157713849","display_name":"Mohamed S. Ali","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohamed S. Ali","raw_affiliation_strings":["College of Pharmacy, University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Pharmacy, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042315507","display_name":"Rachel Stevens","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rachel Stevens","raw_affiliation_strings":["Medical School, University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical School, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116718458","display_name":"Uzochi P. Nwoko","orcid":"https://orcid.org/0009-0002-2405-7872","observed_orcids":["https://orcid.org/0009-0002-2405-7872"]},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Uzochi Nwoko","raw_affiliation_strings":["Medical School, University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical School, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072100097","display_name":"Modele O. Ogunniyi","orcid":"https://orcid.org/0000-0001-9545-3675","observed_orcids":["https://orcid.org/0000-0001-9545-3675"]},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]},{"id":"https://openalex.org/I4210092882","display_name":"Grady Health System","ror":"https://ror.org/00k1xr956","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210092882"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Modele O. Ogunniyi","raw_affiliation_strings":["Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA","Grady Health System, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA","institution_ids":["https://openalex.org/I150468666"]},{"raw_affiliation_string":"Grady Health System, Atlanta, GA, USA","institution_ids":["https://openalex.org/I4210092882"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004120995","display_name":"Gregory Alan Ewald","orcid":"https://orcid.org/0000-0002-6213-5758","observed_orcids":["https://orcid.org/0000-0002-6213-5758"]},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gregory Ewald","raw_affiliation_strings":["Washington University School of Medicine, St. Louis, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Washington University School of Medicine, St. Louis, MO, USA","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088390130","display_name":"Khaled Abdul-Nour","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I154057602","display_name":"Henry Ford Health","ror":"https://ror.org/02kwnkm68","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I154057602"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Khaled Abdul-Nour","raw_affiliation_strings":["Henry Ford Health, Detroit, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henry Ford Health, Detroit, MI, USA","institution_ids":["https://openalex.org/I154057602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066070606","display_name":"Scott L. Hummel","orcid":"https://orcid.org/0000-0002-0924-3135","observed_orcids":["https://orcid.org/0000-0002-0924-3135"]},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]},{"id":"https://openalex.org/I4210102099","display_name":"VA Ann Arbor Healthcare System","ror":"https://ror.org/018txrr13","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210102099","https://openalex.org/I4210127612"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott L. Hummel","raw_affiliation_strings":["Frankel Cardiovascular Center, University of Michigan, Ann Arbor, MI, USA","Medical School, University of Michigan, Ann Arbor, MI, USA","VA Ann Arbor Health System, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Frankel Cardiovascular Center, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Medical School, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"VA Ann Arbor Health System, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I4210102099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090890682","display_name":"Todd M. Koelling","orcid":"https://orcid.org/0000-0001-5988-2405","observed_orcids":["https://orcid.org/0000-0001-5988-2405"]},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Todd M. Koelling","raw_affiliation_strings":["Frankel Cardiovascular Center, University of Michigan, Ann Arbor, MI, USA","Medical School, University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Frankel Cardiovascular Center, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Medical School, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5054005073"],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":{"value":2810,"currency":"USD","value_usd":2810},"apc_paid":{"value":2810,"currency":"USD","value_usd":2810},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.76023657,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"71","issue":null,"first_page":"100934","last_page":"100934"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10198","display_name":"Heart Failure Treatment and Management","score":0.7949000000953674,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10198","display_name":"Heart Failure Treatment and Management","score":0.7949000000953674,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.12549999356269836,"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":0.01979999989271164,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/heart-failure-with-reduced-ejection-fraction","display_name":"heart failure with reduced ejection fraction","score":0.9980000257492065},{"id":"https://openalex.org/keywords/medication-optimization","display_name":"medication optimization","score":0.8349999785423279},{"id":"https://openalex.org/keywords/guideline-directed-medical-therapy","display_name":"guideline-directed medical therapy","score":0.9399999976158142},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.8069999814033508},{"id":"https://openalex.org/keywords/adaptive-web-applications","display_name":"adaptive web applications","score":0.8899999856948853},{"id":"https://openalex.org/keywords/patient-centered-care","display_name":"patient-centered care","score":0.8579999804496765},{"id":"https://openalex.org/keywords/electronic-health-record-integration","display_name":"electronic health record integration","score":0.859000027179718},{"id":"https://openalex.org/keywords/patient-portals","display_name":"patient portals","score":0.6700000166893005},{"id":"https://openalex.org/keywords/mineralocorticoid-receptor-antagonists","display_name":"mineralocorticoid receptor antagonists","score":0.828000009059906},{"id":"https://openalex.org/keywords/ace-inhibitors-and-arbs","display_name":"ACE inhibitors and ARBs","score":0.6850000023841858},{"id":"https://openalex.org/keywords/beta-blockers","display_name":"beta-blockers","score":0.9039999842643738},{"id":"https://openalex.org/keywords/sglt2-inhibitors","display_name":"SGLT2 inhibitors","score":0.9789999723434448},{"id":"https://openalex.org/keywords/digital-health-interventions","display_name":"digital health interventions","score":0.7979999780654907}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7475000023841858},{"id":"https://openalex.org/C168563851","wikidata":"https://www.wikidata.org/wiki/Q1436668","display_name":"Randomized controlled trial","level":2,"score":0.5907999873161316},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.53329998254776},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.5073999762535095},{"id":"https://openalex.org/C535046627","wikidata":"https://www.wikidata.org/wiki/Q30612","display_name":"Clinical trial","level":2,"score":0.5027999877929688},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.4724000096321106},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4715999960899353},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4627000093460083},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.4618000090122223},{"id":"https://openalex.org/C203092338","wikidata":"https://www.wikidata.org/wiki/Q1340863","display_name":"Clinical endpoint","level":3,"score":0.45080000162124634},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4406999945640564},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.39309999346733093},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.357699990272522},{"id":"https://openalex.org/C51915194","wikidata":"https://www.wikidata.org/wiki/Q17075487","display_name":"Point of care","level":2,"score":0.34529998898506165},{"id":"https://openalex.org/C2984752397","wikidata":"https://www.wikidata.org/wiki/Q3259956","display_name":"Primary care","level":2,"score":0.3375000059604645},{"id":"https://openalex.org/C2779174308","wikidata":"https://www.wikidata.org/wiki/Q17092352","display_name":"Patient recruitment","level":3,"score":0.33230000734329224},{"id":"https://openalex.org/C197934379","wikidata":"https://www.wikidata.org/wiki/Q2047938","display_name":"Adverse effect","level":2,"score":0.30390000343322754},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.296999990940094},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.29120001196861267},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.29120001196861267},{"id":"https://openalex.org/C2779951463","wikidata":"https://www.wikidata.org/wiki/Q7268788","display_name":"Quality of life (healthcare)","level":2,"score":0.27649998664855957},{"id":"https://openalex.org/C2779318504","wikidata":"https://www.wikidata.org/wiki/Q1438035","display_name":"Research design","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C3018060332","wikidata":"https://www.wikidata.org/wiki/Q10871684","display_name":"Electronic medical record","level":2,"score":0.26910001039505005},{"id":"https://openalex.org/C2776153502","wikidata":"https://www.wikidata.org/wiki/Q7144994","display_name":"Patient portal","level":3,"score":0.2669999897480011},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.26260000467300415},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.2623000144958496}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1016/j.ahjo.2026.100934","doi":"https://doi.org/10.1016/j.ahjo.2026.100934","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ahjo.2026.100934","pdf_url":"https://www.sciencedirect.com/science/article/pii/S2666602226002235/pdf","source":{"id":"https://openalex.org/S4210207075","display_name":"American Heart Journal Plus Cardiology Research and Practice","issn_l":"2666-6022","issn":["2666-6022"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","norway-1","oarl"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"American Heart Journal Plus: Cardiology Research and Practice","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13677402","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13677402/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13677402/pdf/main.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Am Heart J Plus","raw_type":"Text"},{"id":"pmid:42898174","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42898174","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,"listed_in":[],"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":"American heart journal plus : cardiology research and practice","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:f0b50eec495746118d609692c4f3ad1f","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/f0b50eec495746118d609692c4f3ad1f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"American Heart Journal Plus, Vol 71, Iss , Pp 100934- (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.ahjo.2026.100934","doi":"https://doi.org/10.1016/j.ahjo.2026.100934","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ahjo.2026.100934","pdf_url":"https://www.sciencedirect.com/science/article/pii/S2666602226002235/pdf","source":{"id":"https://openalex.org/S4210207075","display_name":"American Heart Journal Plus Cardiology Research and Practice","issn_l":"2666-6022","issn":["2666-6022"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","norway-1","oarl"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"American Heart Journal Plus: Cardiology Research and Practice","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":1.0}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332177","display_name":"Agency for Healthcare Research and Quality","ror":"https://ror.org/03jmfdf59"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7220654611.pdf","grobid_xml":"https://content.openalex.org/works/W7220654611.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1993503428","https://openalex.org/W2000114233","https://openalex.org/W2068170219","https://openalex.org/W2069340802","https://openalex.org/W2073924861","https://openalex.org/W2078840950","https://openalex.org/W2095595785","https://openalex.org/W2104026855","https://openalex.org/W2105222648","https://openalex.org/W2115441252","https://openalex.org/W2129711762","https://openalex.org/W2145784251","https://openalex.org/W2155966976","https://openalex.org/W2164705414","https://openalex.org/W2183421610","https://openalex.org/W2296998040","https://openalex.org/W2323458614","https://openalex.org/W2394953419","https://openalex.org/W2463386673","https://openalex.org/W2585382523","https://openalex.org/W2739425927","https://openalex.org/W2766204625","https://openalex.org/W2777811290","https://openalex.org/W2807422654","https://openalex.org/W2883756867","https://openalex.org/W2974260792","https://openalex.org/W3021063182","https://openalex.org/W3023522280","https://openalex.org/W3081830235","https://openalex.org/W3103898380","https://openalex.org/W3122226502","https://openalex.org/W3213836378","https://openalex.org/W4210374586","https://openalex.org/W4308471536","https://openalex.org/W4385264261","https://openalex.org/W4387765550","https://openalex.org/W4390913414","https://openalex.org/W4391817165","https://openalex.org/W4396903811","https://openalex.org/W4411055258","https://openalex.org/W4416640282","https://openalex.org/W7124722389","https://openalex.org/W7128588186"],"related_works":["https://openalex.org/W7223225867","https://openalex.org/W3084920878","https://openalex.org/W2890720818","https://openalex.org/W4384447215","https://openalex.org/W4389944785","https://openalex.org/W3089415551","https://openalex.org/W4306250950","https://openalex.org/W4406375627","https://openalex.org/W4225003116","https://openalex.org/W4416943639"],"abstract_inverted_index":{"Introduction:":[0],"Heart":[1],"failure":[2],"(HF)":[3],"remains":[4],"a":[5,16,95,122,139,148,189],"significant":[6],"public":[7],"health":[8,101,217],"burden,":[9],"with":[10,57,76,138,154,244],"frequent":[11],"readmissions":[12],"often":[13],"driven":[14],"by":[15],"lack":[17],"of":[18,141,151,169],"guideline-directed":[19],"medical":[20],"therapy":[21],"(GDMT)":[22],"optimization.":[23,229],"While":[24],"clinical":[25,65],"decision":[26],"support":[27],"(CDS)":[28],"can":[29],"improve":[30,239],"healthcare":[31],"processes,":[32],"patient-centered":[33],"tools":[34],"that":[35,54,219],"empower":[36],"individuals":[37],"to":[38,84,98,129,223,238],"participate":[39],"in":[40,121,135,207,242],"their":[41,64],"own":[42],"care":[43],"are":[44,205],"increasingly":[45],"needed.":[46],"We":[47],"developed":[48],"SmartHF,":[49],"an":[50,173,182,213],"adaptive":[51],"web":[52],"application":[53,93],"provides":[55],"patients":[56,243],"tailored":[58],"HFrEF":[59,77],"GDMT":[60,123,240],"recommendations":[61],"based":[62],"on":[63,177,188,227],"data.":[66],"Methods:":[67],"This":[68],"12-week,":[69],"multicenter":[70],"randomized":[71,82],"controlled":[72],"trial":[73,203],"enrolled":[74],"adults":[75],"(LVEF":[78],"</=40%).":[79],"Participants":[80],"were":[81,171,176,180,187],"1:1":[83],"either":[85],"the":[86,119,235],"SmartHF":[87,211],"intervention":[88,218],"or":[89,163],"usual":[90],"care.":[91],"The":[92,115,144,194],"uses":[94],"computable":[96],"algorithm":[97],"integrate":[99],"electronic":[100],"record":[102],"(EHR)":[103],"data,":[104],"including":[105],"medications,":[106],"laboratory":[107],"results,":[108],"and":[109,159],"vitals,":[110],"via":[111],"patient":[112],"portal":[113],"authorization.":[114],"primary":[116],"endpoint":[117],"is":[118,212],"change":[120],"medication":[124,197,228],"optimization":[125,198],"score":[126,199],"from":[127],"baseline":[128,196],"Week":[130],"12.":[131],"Results:":[132],"Enrollment":[133],"concluded":[134],"August":[136],"2025":[137],"total":[140],"225":[142],"participants.":[143],"study":[145],"population":[146],"had":[147],"mean":[149,195],"age":[150],"61.9":[152],"years,":[153],"36%":[155],"identifying":[156],"as":[157,161],"female":[158],"52%":[160],"Black":[162],"African":[164],"American.":[165],"At":[166],"baseline,":[167],"84%":[168],"participants":[170],"prescribed":[172,181],"ACEi/ARB/ARNI,":[174],"90%":[175],"beta-blockers,":[178],"67%":[179],"SGLT2i,":[183],"while":[184],"only":[185],"53%":[186],"mineralocorticoid":[190],"receptor":[191],"antagonist":[192],"(MRA).":[193],"was":[200],"68.5.":[201],"Final":[202],"results":[204],"expected":[206],"Winter":[208],"2026.":[209],"Conclusions:":[210],"innovative,":[214],"low-touch":[215],"digital":[216],"leverages":[220],"EHR":[221],"integration":[222],"facilitate":[224],"patient-provider":[225],"discussions":[226],"By":[230],"providing":[231],"personalized,":[232],"guideline-based":[233],"recommendations,":[234],"tool":[236],"aims":[237],"prescribing":[241],"HFrEF.":[245],"Clinical":[246],"Trials":[247],"Registration:":[248],"ClinicalTrials.gov":[249],"ID":[250],"NCT05858320.":[251]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-07T00:00:00"}
