{"id":"https://openalex.org/W4407023114","doi":"https://doi.org/10.1093/jamia/ocaf012","title":"<i>myAURA</i> : a personalized health library for epilepsy management via knowledge graph sparsification and visualization","display_name":"<i>myAURA</i> : a personalized health library for epilepsy management via knowledge graph sparsification and visualization","publication_year":2025,"publication_date":"2025-01-17","ids":{"openalex":"https://openalex.org/W4407023114","doi":"https://doi.org/10.1093/jamia/ocaf012","pmid":"https://pubmed.ncbi.nlm.nih.gov/39890454"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocaf012","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf012","pdf_url":null,"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-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","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://doi.org/10.1093/jamia/ocaf012","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056777216","display_name":"Rion Brattig Correia","orcid":"https://orcid.org/0000-0001-5460-9397"},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rion Brattig Correia","raw_affiliation_strings":["School of Systems Science and Industrial Engineering, Binghamton University , Binghamton, NY 13902-6000,","School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY 13902-6000, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Systems Science and Industrial Engineering, Binghamton University , Binghamton, NY 13902-6000,","institution_ids":["https://openalex.org/I123946342"]},{"raw_affiliation_string":"School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY 13902-6000, United States","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046067017","display_name":"Jordan C. Rozum","orcid":"https://orcid.org/0000-0002-4356-9809"},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jordan C Rozum","raw_affiliation_strings":["School of Systems Science and Industrial Engineering, Binghamton University , Binghamton, NY 13902-6000,","School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY 13902-6000, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Systems Science and Industrial Engineering, Binghamton University , Binghamton, NY 13902-6000,","institution_ids":["https://openalex.org/I123946342"]},{"raw_affiliation_string":"School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY 13902-6000, United States","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011516923","display_name":"Leonard E. Cross","orcid":"https://orcid.org/0000-0003-3398-5507"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leonard Cross","raw_affiliation_strings":["Luddy School of Informatics, Computing & Engineering, Indiana University , Bloomington, IN 47408,","Luddy School of Informatics, Computing & Engineering, Indiana University, Bloomington, IN 47408, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Luddy School of Informatics, Computing & Engineering, Indiana University , Bloomington, IN 47408,","institution_ids":["https://openalex.org/I4210119109"]},{"raw_affiliation_string":"Luddy School of Informatics, Computing & Engineering, Indiana University, Bloomington, IN 47408, United States","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097357947","display_name":"Jack Felag","orcid":null},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jack Felag","raw_affiliation_strings":["School of Systems Science and Industrial Engineering, Binghamton University , Binghamton, NY 13902-6000,","School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY 13902-6000, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Systems Science and Industrial Engineering, Binghamton University , Binghamton, NY 13902-6000,","institution_ids":["https://openalex.org/I123946342"]},{"raw_affiliation_string":"School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY 13902-6000, United States","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009584232","display_name":"Michael Gallant","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Gallant","raw_affiliation_strings":["Luddy School of Informatics, Computing & Engineering, Indiana University , Bloomington, IN 47408,","Luddy School of Informatics, Computing & Engineering, Indiana University, Bloomington, IN 47408, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Luddy School of Informatics, Computing & Engineering, Indiana University , Bloomington, IN 47408,","institution_ids":["https://openalex.org/I4210119109"]},{"raw_affiliation_string":"Luddy School of Informatics, Computing & Engineering, Indiana University, Bloomington, IN 47408, United States","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101178969","display_name":"Ziqi Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ziqi Guo","raw_affiliation_strings":["School of Systems Science and Industrial Engineering, Binghamton University , Binghamton, NY 13902-6000,","School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY 13902-6000, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Systems Science and Industrial Engineering, Binghamton University , Binghamton, NY 13902-6000,","institution_ids":["https://openalex.org/I123946342"]},{"raw_affiliation_string":"School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY 13902-6000, United States","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056785037","display_name":"Bruce W. Herr","orcid":"https://orcid.org/0000-0002-6703-7647"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bruce W Herr","raw_affiliation_strings":["Luddy School of Informatics, Computing & Engineering, Indiana University , Bloomington, IN 47408,","Luddy School of Informatics, Computing & Engineering, Indiana University, Bloomington, IN 47408, United States"],"raw_orcid":"https://orcid.org/0000-0002-6703-7647","affiliations":[{"raw_affiliation_string":"Luddy School of Informatics, Computing & Engineering, Indiana University , Bloomington, IN 47408,","institution_ids":["https://openalex.org/I4210119109"]},{"raw_affiliation_string":"Luddy School of Informatics, Computing & Engineering, Indiana University, Bloomington, IN 47408, United States","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001010045","display_name":"Aehong Min","orcid":"https://orcid.org/0000-0002-3790-2126"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aehong Min","raw_affiliation_strings":["Donald Bren School of Information & Computer Sciences, University of California , Irvine, CA 92697-3435,","Donald Bren School of Information & Computer Sciences, University of California, Irvine, CA 92697-3435, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Donald Bren School of Information & Computer Sciences, University of California , Irvine, CA 92697-3435,","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"Donald Bren School of Information & Computer Sciences, University of California, Irvine, CA 92697-3435, United States","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070472990","display_name":"Jon S\u00e1nchez-Valle","orcid":"https://orcid.org/0000-0001-7959-6326"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jon Sanchez-Valle","raw_affiliation_strings":["Life Sciences Department, Barcelona Supercomputing Center , 08034 Barcelona,","Life Sciences Department, Barcelona Supercomputing Center, 08034 Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Life Sciences Department, Barcelona Supercomputing Center , 08034 Barcelona,","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]},{"raw_affiliation_string":"Life Sciences Department, Barcelona Supercomputing Center, 08034 Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104298431","display_name":"Deborah Stungis Rocha","orcid":null},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deborah Stungis Rocha","raw_affiliation_strings":["School of Systems Science and Industrial Engineering, Binghamton University , Binghamton, NY 13902-6000,","School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY 13902-6000, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Systems Science and Industrial Engineering, Binghamton University , Binghamton, NY 13902-6000,","institution_ids":["https://openalex.org/I123946342"]},{"raw_affiliation_string":"School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY 13902-6000, United States","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015217651","display_name":"Alfonso Valencia","orcid":"https://orcid.org/0000-0002-8937-6789"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alfonso Valencia","raw_affiliation_strings":["Life Sciences Department, Barcelona Supercomputing Center , 08034 Barcelona,","Life Sciences Department, Barcelona Supercomputing Center, 08034 Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Life Sciences Department, Barcelona Supercomputing Center , 08034 Barcelona,","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]},{"raw_affiliation_string":"Life Sciences Department, Barcelona Supercomputing Center, 08034 Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100328989","display_name":"Xuan Wang","orcid":"https://orcid.org/0000-0002-1381-8958"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xuan Wang","raw_affiliation_strings":["Luddy School of Informatics, Computing & Engineering, Indiana University , Bloomington, IN 47408,","Luddy School of Informatics, Computing & Engineering, Indiana University, Bloomington, IN 47408, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Luddy School of Informatics, Computing & Engineering, Indiana University , Bloomington, IN 47408,","institution_ids":["https://openalex.org/I4210119109"]},{"raw_affiliation_string":"Luddy School of Informatics, Computing & Engineering, Indiana University, Bloomington, IN 47408, United States","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068784452","display_name":"Katy B\u00f6rner","orcid":"https://orcid.org/0000-0002-3321-6137"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katy B\u00f6rner","raw_affiliation_strings":["Luddy School of Informatics, Computing & Engineering, Indiana University , Bloomington, IN 47408,","Luddy School of Informatics, Computing & Engineering, Indiana University, Bloomington, IN 47408, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Luddy School of Informatics, Computing & Engineering, Indiana University , Bloomington, IN 47408,","institution_ids":["https://openalex.org/I4210119109"]},{"raw_affiliation_string":"Luddy School of Informatics, Computing & Engineering, Indiana University, Bloomington, IN 47408, United States","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072832833","display_name":"Wendy R. Miller","orcid":"https://orcid.org/0000-0003-1779-7290"},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wendy Miller","raw_affiliation_strings":["School of Nursing, Indiana University , Indianapolis, IN 46202,","School of Nursing, Indiana University, Indianapolis, IN 46202, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Nursing, Indiana University , Indianapolis, IN 46202,","institution_ids":["https://openalex.org/I55769427"]},{"raw_affiliation_string":"School of Nursing, Indiana University, Indianapolis, IN 46202, United States","institution_ids":["https://openalex.org/I55769427"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065682719","display_name":"Lu\u00eds M. Rocha","orcid":"https://orcid.org/0000-0001-9402-887X"},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]},{"id":"https://openalex.org/I25169866","display_name":"Universidade Cat\u00f3lica Portuguesa","ror":"https://ror.org/03b9snr86","country_code":"PT","type":"education","lineage":["https://openalex.org/I25169866"]}],"countries":["PT","US"],"is_corresponding":false,"raw_author_name":"Luis M Rocha","raw_affiliation_strings":["School of Systems Science and Industrial Engineering, Binghamton University , Binghamton, NY 13902-6000,","Universidade Cat\u00f3lica Portuguesa, Cat\u00f3lica Biomedical Research Centre , 1649-023 Lisboa,","School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY 13902-6000, United States"],"raw_orcid":"https://orcid.org/0000-0001-9402-887X","affiliations":[{"raw_affiliation_string":"School of Systems Science and Industrial Engineering, Binghamton University , Binghamton, NY 13902-6000,","institution_ids":["https://openalex.org/I123946342"]},{"raw_affiliation_string":"Universidade Cat\u00f3lica Portuguesa, Cat\u00f3lica Biomedical Research Centre , 1649-023 Lisboa,","institution_ids":["https://openalex.org/I25169866"]},{"raw_affiliation_string":"School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY 13902-6000, United States","institution_ids":["https://openalex.org/I123946342"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5056777216"],"corresponding_institution_ids":["https://openalex.org/I123946342"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":{"value":3967,"currency":"USD","value_usd":3967},"fwci":8.5244,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.96861364,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"33","issue":"1","first_page":"167","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.47510001063346863,"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":0.47510001063346863,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.32260000705718994,"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/T10350","display_name":"Electronic Health Records Systems","score":0.02280000038444996,"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/computer-science","display_name":"Computer science","score":0.7550146579742432},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6875773668289185},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5301826000213623},{"id":"https://openalex.org/keywords/stakeholder","display_name":"Stakeholder","score":0.4961174428462982},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.4688986837863922},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4683470129966736},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4648645520210266},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39880767464637756},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.35785478353500366},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3202800154685974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26941531896591187},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1874733865261078},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.16868102550506592},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.11834079027175903}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7550146579742432},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6875773668289185},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5301826000213623},{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.4961174428462982},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.4688986837863922},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4683470129966736},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4648645520210266},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39880767464637756},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35785478353500366},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3202800154685974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26941531896591187},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1874733865261078},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.16868102550506592},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.11834079027175903},{"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/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000073278","descriptor_name":"Self-Management","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000073278","descriptor_name":"Self-Management","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000073278","descriptor_name":"Self-Management","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000073278","descriptor_name":"Self-Management","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004347","descriptor_name":"Drug Interactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004347","descriptor_name":"Drug Interactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004347","descriptor_name":"Drug Interactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004347","descriptor_name":"Drug Interactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018802","descriptor_name":"Patient-Centered Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018802","descriptor_name":"Patient-Centered Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018802","descriptor_name":"Patient-Centered Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018802","descriptor_name":"Patient-Centered Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061108","descriptor_name":"Social Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061108","descriptor_name":"Social Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061108","descriptor_name":"Social Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061108","descriptor_name":"Social Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1093/jamia/ocaf012","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf012","pdf_url":null,"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-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:39890454","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39890454","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},{"id":"pmh:oai:pubmedcentral.nih.gov:12758476","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12758476/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12758476/pdf/ocaf012.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,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt8rc6m56k","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/8rc6m56k","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"article"},{"id":"pmh:oai:scholarworks.indianapolis.iu.edu:1805/53756","is_oa":false,"landing_page_url":"https://hdl.handle.net/1805/53756","pdf_url":null,"source":{"id":"https://openalex.org/S4306400987","display_name":"IUScholarWorks (Indiana University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I592451","host_organization_name":"Indiana University","host_organization_lineage":["https://openalex.org/I592451"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PMC","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1093/jamia/ocaf012","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf012","pdf_url":null,"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-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","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":[{"id":"https://openalex.org/G3088623578","display_name":null,"funder_award_id":"1R01LM012832","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5588902395","display_name":null,"funder_award_id":"PTDC/MEC-AND/30221/2017","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G5720198044","display_name":null,"funder_award_id":"1735095","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320177","display_name":"US-UK Fulbright Commission","ror":"https://ror.org/037nbwt68"},{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"},{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":88,"referenced_works":["https://openalex.org/W95067517","https://openalex.org/W147198365","https://openalex.org/W950821216","https://openalex.org/W1532503642","https://openalex.org/W1572955664","https://openalex.org/W1660390307","https://openalex.org/W1692025534","https://openalex.org/W1919055890","https://openalex.org/W1955079485","https://openalex.org/W1972012119","https://openalex.org/W1988553722","https://openalex.org/W1993595811","https://openalex.org/W2027400005","https://openalex.org/W2051333321","https://openalex.org/W2085761620","https://openalex.org/W2092795373","https://openalex.org/W2093934756","https://openalex.org/W2099182045","https://openalex.org/W2102742655","https://openalex.org/W2104882228","https://openalex.org/W2105612251","https://openalex.org/W2106277748","https://openalex.org/W2115146976","https://openalex.org/W2125297759","https://openalex.org/W2125413176","https://openalex.org/W2125514183","https://openalex.org/W2140910804","https://openalex.org/W2145578524","https://openalex.org/W2149489806","https://openalex.org/W2150902303","https://openalex.org/W2163953154","https://openalex.org/W2169528473","https://openalex.org/W2236656442","https://openalex.org/W2316993542","https://openalex.org/W2344639521","https://openalex.org/W2347010348","https://openalex.org/W2474823404","https://openalex.org/W2479464422","https://openalex.org/W2751537354","https://openalex.org/W2767891136","https://openalex.org/W2788795941","https://openalex.org/W2794244028","https://openalex.org/W2891006732","https://openalex.org/W2963378502","https://openalex.org/W2963496357","https://openalex.org/W2963824263","https://openalex.org/W2963879621","https://openalex.org/W2988533489","https://openalex.org/W2988998130","https://openalex.org/W2996552889","https://openalex.org/W3003720168","https://openalex.org/W3022809447","https://openalex.org/W3027879771","https://openalex.org/W3030250888","https://openalex.org/W3041614110","https://openalex.org/W3088048311","https://openalex.org/W3105899616","https://openalex.org/W3129137207","https://openalex.org/W3158140473","https://openalex.org/W3158184288","https://openalex.org/W3158594735","https://openalex.org/W3205654403","https://openalex.org/W3216570630","https://openalex.org/W4205390961","https://openalex.org/W4205631037","https://openalex.org/W4210957302","https://openalex.org/W4210958102","https://openalex.org/W4220716651","https://openalex.org/W4280610419","https://openalex.org/W4282942231","https://openalex.org/W4296139711","https://openalex.org/W4319988429","https://openalex.org/W4321610262","https://openalex.org/W4362683596","https://openalex.org/W4366586191","https://openalex.org/W4387335700","https://openalex.org/W4390196655","https://openalex.org/W4394960833","https://openalex.org/W4396945163","https://openalex.org/W4398139657","https://openalex.org/W4404562181","https://openalex.org/W6637575901","https://openalex.org/W6686912548","https://openalex.org/W6699722309","https://openalex.org/W6772461537","https://openalex.org/W6777615688","https://openalex.org/W6791759295","https://openalex.org/W6874537336"],"related_works":["https://openalex.org/W2395385109","https://openalex.org/W2773633178","https://openalex.org/W2080101436","https://openalex.org/W2802335767","https://openalex.org/W2356350882","https://openalex.org/W4388090985","https://openalex.org/W2068608913","https://openalex.org/W1545074592","https://openalex.org/W2275559830","https://openalex.org/W351867064"],"abstract_inverted_index":{"OBJECTIVES:":[0],"Report":[1],"the":[2,5,61,89],"development":[3],"of":[4,11,37,92,133,162],"patient-centered":[6,56,129],"myAURA":[7,31],"application":[8],"and":[9,19,26,48,102,119,131,144,165,176,184,190],"suite":[10],"methods":[12],"designed":[13],"to":[14,59,95,142,173,194],"aid":[15],"epilepsy":[16,163,189],"patients,":[17],"caregivers,":[18],"clinicians":[20],"in":[21,64,150,188],"making":[22],"decisions":[23],"about":[24],"self-management":[25,187],"care.":[27],"MATERIALS":[28],"AND":[29],"METHODS:":[30],"rests":[32],"on":[33,81],"an":[34],"unprecedented":[35],"collection":[36],"epilepsy-relevant":[38],"heterogeneous":[39,147],"data":[40,63,148,178],"resources,":[41],"such":[42],"as":[43],"biomedical":[44,57],"databases,":[45],"social":[46,117],"media,":[47,118],"electronic":[49],"health":[50],"records":[51],"(EHRs).":[52],"We":[53,104,125],"use":[54],"a":[55,65,72,82,121,151,160],"dictionary":[58],"link":[60],"collected":[62],"multilayer":[66,122,154],"knowledge":[67],"graph":[68],"(KG)":[69],"computed":[70],"with":[71],"generalizable,":[73],"open-source":[74],"methodology.":[75],"RESULTS:":[76],"Our":[77,169],"approach":[78,172],"is":[79,156],"based":[80],"novel":[83],"network":[84],"sparsification":[85],"method":[86],"that":[87],"uses":[88],"metric":[90],"backbone":[91],"weighted":[93],"graphs":[94],"discover":[96],"important":[97],"edges":[98],"for":[99,159],"inference,":[100],"recommendation,":[101],"visualization.":[103,124],"demonstrate":[105],"by":[106],"studying":[107],"drug-drug":[108],"interaction":[109],"from":[110,116],"EHRs,":[111],"extracting":[112],"epilepsy-focused":[113],"digital":[114],"cohorts":[115],"generating":[120],"KG":[123,155],"also":[126],"present":[127],"our":[128],"design":[130],"pilot-testing":[132],"myAURA,":[134],"including":[135],"its":[136],"user":[137],"interface.":[138],"DISCUSSION:":[139],"The":[140],"ability":[141],"search":[143],"explore":[145],"myAURA's":[146],"sources":[149,179],"single,":[152],"sparsified,":[153],"highly":[157],"useful":[158],"range":[161],"studies":[164],"stakeholder":[166],"support.":[167],"CONCLUSION:":[168],"stakeholder-driven,":[170],"scalable":[171],"integrating":[174],"traditional":[175],"nontraditional":[177],"enables":[180],"both":[181],"clinical":[182],"discovery":[183],"data-powered":[185],"patient":[186],"can":[191],"be":[192],"generalized":[193],"other":[195],"chronic":[196],"conditions.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-02T08:42:23.175194","created_date":"2025-02-01T00:00:00"}
