{"id":"https://openalex.org/W4282932819","doi":"https://doi.org/10.1038/s41746-022-00617-6","title":"Computational drug repurposing based on electronic health records: a scoping review","display_name":"Computational drug repurposing based on electronic health records: a scoping review","publication_year":2022,"publication_date":"2022-06-14","ids":{"openalex":"https://openalex.org/W4282932819","doi":"https://doi.org/10.1038/s41746-022-00617-6","pmid":"https://pubmed.ncbi.nlm.nih.gov/35701544"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-022-00617-6","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-022-00617-6","pdf_url":"https://www.nature.com/articles/s41746-022-00617-6.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-022-00617-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019653651","display_name":"Nansu Zong","orcid":"https://orcid.org/0000-0003-0066-9524"},"institutions":[{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nansu Zong","raw_affiliation_strings":["Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA. Zong.Nansu@mayo.edu","Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA. Zong.Nansu@mayo.edu","institution_ids":["https://openalex.org/I4210146710"]},{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA","institution_ids":["https://openalex.org/I4210146710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003128469","display_name":"Andrew Wen","orcid":"https://orcid.org/0000-0001-9090-8028"},"institutions":[{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Wen","raw_affiliation_strings":["Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA","institution_ids":["https://openalex.org/I4210146710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004688014","display_name":"Sungrim Moon","orcid":"https://orcid.org/0000-0002-9191-3897"},"institutions":[{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sungrim Moon","raw_affiliation_strings":["Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA","institution_ids":["https://openalex.org/I4210146710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032226587","display_name":"Sunyang Fu","orcid":"https://orcid.org/0000-0003-1691-5179"},"institutions":[{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sunyang Fu","raw_affiliation_strings":["Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA","institution_ids":["https://openalex.org/I4210146710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406711","display_name":"Liwei Wang","orcid":"https://orcid.org/0000-0001-9970-8604"},"institutions":[{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liwei Wang","raw_affiliation_strings":["Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA","institution_ids":["https://openalex.org/I4210146710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023303733","display_name":"Yiqing Zhao","orcid":"https://orcid.org/0000-0003-2874-8136"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]},{"id":"https://openalex.org/I4210147348","display_name":"Northwestern Medicine","ror":"https://ror.org/04fzwnh64","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210147348"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiqing Zhao","raw_affiliation_strings":["Department of Preventive Medicine, Northwestern Medicine, Northwestern University, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Preventive Medicine, Northwestern Medicine, Northwestern University, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921","https://openalex.org/I4210147348"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397984","display_name":"Yue Yu","orcid":"https://orcid.org/0000-0002-7960-3968"},"institutions":[{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yue Yu","raw_affiliation_strings":["Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA","institution_ids":["https://openalex.org/I4210146710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010869663","display_name":"Ming Huang","orcid":"https://orcid.org/0000-0001-7367-3626"},"institutions":[{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming Huang","raw_affiliation_strings":["Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA","institution_ids":["https://openalex.org/I4210146710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080116611","display_name":"Yanshan Wang","orcid":"https://orcid.org/0000-0003-4433-7839"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yanshan Wang","raw_affiliation_strings":["Department of Health Information Management, School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Health Information Management, School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024379887","display_name":"Gang Zheng","orcid":"https://orcid.org/0000-0001-8507-7880"},"institutions":[{"id":"https://openalex.org/I4210125099","display_name":"Mayo Clinic in Arizona","ror":"https://ror.org/03jp40720","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210125099"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gang Zheng","raw_affiliation_strings":["Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA","institution_ids":["https://openalex.org/I4210125099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090710393","display_name":"Michelle M. Mielke","orcid":"https://orcid.org/0000-0001-7177-1185"},"institutions":[{"id":"https://openalex.org/I47251452","display_name":"Wake Forest University","ror":"https://ror.org/0207ad724","country_code":"US","type":"education","lineage":["https://openalex.org/I47251452"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michelle M. Mielke","raw_affiliation_strings":["Wake Forest University School of Medicine, Winston-Salem, NC, USA"],"affiliations":[{"raw_affiliation_string":"Wake Forest University School of Medicine, Winston-Salem, NC, USA","institution_ids":["https://openalex.org/I47251452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076621021","display_name":"James R. Cerhan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James R. Cerhan","raw_affiliation_strings":["Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA","institution_ids":["https://openalex.org/I4210146710"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101585391","display_name":"Hongfang Liu","orcid":"https://orcid.org/0000-0003-2570-3741"},"institutions":[{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongfang Liu","raw_affiliation_strings":["Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, MN, USA","institution_ids":["https://openalex.org/I4210146710"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5019653651"],"corresponding_institution_ids":["https://openalex.org/I4210146710"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":7.3085,"has_fulltext":true,"cited_by_count":59,"citation_normalized_percentile":{"value":0.9753609,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"5","issue":"1","first_page":"77","last_page":"77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10375","display_name":"Pharmacogenetics and Drug Metabolism","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/3004","display_name":"Pharmacology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/drug-repositioning","display_name":"Drug repositioning","score":0.8545809388160706},{"id":"https://openalex.org/keywords/repurposing","display_name":"Repurposing","score":0.8508210778236389},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6206831336021423},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4877527356147766},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.45279183983802795},{"id":"https://openalex.org/keywords/health-records","display_name":"Health records","score":0.45145049691200256},{"id":"https://openalex.org/keywords/drug-discovery","display_name":"Drug discovery","score":0.4400984048843384},{"id":"https://openalex.org/keywords/drug-development","display_name":"Drug development","score":0.41827428340911865},{"id":"https://openalex.org/keywords/scopus","display_name":"Scopus","score":0.41280338168144226},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.33934617042541504},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.31518077850341797},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.22921881079673767},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.15071526169776917},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.1372237205505371},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09905222058296204}],"concepts":[{"id":"https://openalex.org/C103637391","wikidata":"https://www.wikidata.org/wiki/Q5308921","display_name":"Drug repositioning","level":3,"score":0.8545809388160706},{"id":"https://openalex.org/C519536355","wikidata":"https://www.wikidata.org/wiki/Q21021151","display_name":"Repurposing","level":2,"score":0.8508210778236389},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6206831336021423},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4877527356147766},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.45279183983802795},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.45145049691200256},{"id":"https://openalex.org/C74187038","wikidata":"https://www.wikidata.org/wiki/Q1418791","display_name":"Drug discovery","level":2,"score":0.4400984048843384},{"id":"https://openalex.org/C64903051","wikidata":"https://www.wikidata.org/wiki/Q2198549","display_name":"Drug development","level":3,"score":0.41827428340911865},{"id":"https://openalex.org/C83867959","wikidata":"https://www.wikidata.org/wiki/Q371467","display_name":"Scopus","level":3,"score":0.41280338168144226},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.33934617042541504},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.31518077850341797},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.22921881079673767},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.15071526169776917},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.1372237205505371},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09905222058296204},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1038/s41746-022-00617-6","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-022-00617-6","pdf_url":"https://www.nature.com/articles/s41746-022-00617-6.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:35701544","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35701544","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":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:doaj.org/article:dd87bad5c07f4d129118fb56e76dd39f","is_oa":true,"landing_page_url":"https://doaj.org/article/dd87bad5c07f4d129118fb56e76dd39f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 5, Iss 1, Pp 1-8 (2022)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9198008","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9198008","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-022-00617-6","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-022-00617-6","pdf_url":"https://www.nature.com/articles/s41746-022-00617-6.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G136636387","display_name":null,"funder_award_id":"K99GM135488","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3497591915","display_name":null,"funder_award_id":"(NIH)","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4359693134","display_name":null,"funder_award_id":"NIGMS","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8418638350","display_name":null,"funder_award_id":"K99GM135488","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4282932819.pdf","grobid_xml":"https://content.openalex.org/works/W4282932819.grobid-xml"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W1808652302","https://openalex.org/W1987271327","https://openalex.org/W2036906022","https://openalex.org/W2069976248","https://openalex.org/W2073229031","https://openalex.org/W2105050951","https://openalex.org/W2119002393","https://openalex.org/W2119412782","https://openalex.org/W2145578524","https://openalex.org/W2170146596","https://openalex.org/W2191030086","https://openalex.org/W2206818767","https://openalex.org/W2296589334","https://openalex.org/W2336057570","https://openalex.org/W2341574236","https://openalex.org/W2549346488","https://openalex.org/W2560903471","https://openalex.org/W2567130418","https://openalex.org/W2575401932","https://openalex.org/W2606183901","https://openalex.org/W2765937513","https://openalex.org/W2767723332","https://openalex.org/W2768488789","https://openalex.org/W2770336014","https://openalex.org/W2777322952","https://openalex.org/W2794249288","https://openalex.org/W2800595743","https://openalex.org/W2805089815","https://openalex.org/W2885197269","https://openalex.org/W2891378911","https://openalex.org/W2896002881","https://openalex.org/W2897398534","https://openalex.org/W2908070408","https://openalex.org/W2910955726","https://openalex.org/W2921027260","https://openalex.org/W2946951051","https://openalex.org/W2957470019","https://openalex.org/W2966055012","https://openalex.org/W2978248631","https://openalex.org/W2989654968","https://openalex.org/W2991189557","https://openalex.org/W2991610913","https://openalex.org/W2994900199","https://openalex.org/W2997418660","https://openalex.org/W3003245613","https://openalex.org/W3004227146","https://openalex.org/W3025670734","https://openalex.org/W3035265047","https://openalex.org/W3038273835","https://openalex.org/W3039977092","https://openalex.org/W3042558069","https://openalex.org/W3043574076","https://openalex.org/W3092301826","https://openalex.org/W3099510265","https://openalex.org/W3109172892","https://openalex.org/W3109446994","https://openalex.org/W3114294941","https://openalex.org/W3118755727","https://openalex.org/W3120049458","https://openalex.org/W3132133099","https://openalex.org/W3177236957","https://openalex.org/W3183848791","https://openalex.org/W3184265660","https://openalex.org/W3194435351","https://openalex.org/W3201002915","https://openalex.org/W3201381398","https://openalex.org/W3209040261","https://openalex.org/W3215209054","https://openalex.org/W4200080541"],"related_works":["https://openalex.org/W2899096130","https://openalex.org/W3190782215","https://openalex.org/W2902729297","https://openalex.org/W3110500039","https://openalex.org/W4255531208","https://openalex.org/W4396858017","https://openalex.org/W4400165188","https://openalex.org/W4206422705","https://openalex.org/W4320009247","https://openalex.org/W4387302591"],"abstract_inverted_index":{"Computational":[0],"drug":[1,42,55,120,158],"repurposing":[2,56,121],"methods":[3,156],"adapt":[4],"Artificial":[5],"intelligence":[6],"(AI)":[7],"algorithms":[8],"for":[9,96,157],"the":[10,21,37,58,81,114,127,132,145,152],"discovery":[11],"of":[12,15,41,49,70,116,137,147,154],"new":[13],"applications":[14],"approved":[16],"or":[17],"investigational":[18],"drugs.":[19],"Among":[20],"heterogeneous":[22],"datasets,":[23],"electronic":[24],"health":[25],"records":[26],"(EHRs)":[27],"datasets":[28],"provide":[29],"rich":[30],"longitudinal":[31],"and":[32,39,68,75,92,99,101,106,135,151],"pathophysiological":[33],"data":[34,90,97,149],"that":[35,126],"facilitate":[36],"generation":[38],"validation":[40],"repurposing.":[43,159],"Here,":[44],"we":[45],"present":[46],"an":[47],"appraisal":[48],"recently":[50],"published":[51],"research":[52,61],"on":[53],"computational":[54,155],"utilizing":[57],"EHR.":[59],"Thirty-three":[60],"articles,":[62],"retrieved":[63],"from":[64],"Embase,":[65],"Medline,":[66],"Scopus,":[67],"Web":[69],"Science":[71],"between":[72],"January":[73,76],"2000":[74],"2022,":[77],"were":[78,109],"included":[79],"in":[80,119,144],"final":[82],"review.":[83],"Four":[84],"themes,":[85],"(1)":[86],"publication":[87],"venue,":[88],"(2)":[89],"types":[91],"sources,":[93],"(3)":[94],"method":[95],"processing":[98],"prediction,":[100],"(4)":[102],"targeted":[103],"disease,":[104],"validation,":[105,133],"released":[107],"tools":[108],"presented.":[110],"The":[111],"review":[112],"summarized":[113],"contribution":[115],"EHR":[117],"used":[118],"as":[122,124],"well":[123],"revealed":[125],"utilization":[128,146],"is":[129],"hindered":[130],"by":[131],"accessibility,":[134],"understanding":[136],"EHRs.":[138],"These":[139],"findings":[140],"can":[141],"support":[142],"researchers":[143],"medical":[148],"resources":[150],"development":[153]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
