{"id":"https://openalex.org/W4401059873","doi":"https://doi.org/10.1093/jamia/ocae199","title":"Multi-modality risk prediction of cardiovascular diseases for breast cancer cohort in the <i>All of Us</i> Research Program","display_name":"Multi-modality risk prediction of cardiovascular diseases for breast cancer cohort in the <i>All of Us</i> Research Program","publication_year":2024,"publication_date":"2024-07-26","ids":{"openalex":"https://openalex.org/W4401059873","doi":"https://doi.org/10.1093/jamia/ocae199","pmid":"https://pubmed.ncbi.nlm.nih.gov/39058572"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocae199","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocae199","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":null,"license_id":null,"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":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11631116/pdf/ocae199.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101605012","display_name":"Han Yang","orcid":"https://orcid.org/0009-0000-4322-6753"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Han Yang","raw_affiliation_strings":["Institute for Health Informatics, University of Minnesota, Minneapolis, MN 55455,","Institute for Health Informatics, University of Minnesota, Minneapolis, MN 55455, United States"],"raw_orcid":"https://orcid.org/0009-0000-4322-6753","affiliations":[{"raw_affiliation_string":"Institute for Health Informatics, University of Minnesota, Minneapolis, MN 55455,","institution_ids":["https://openalex.org/I130238516"]},{"raw_affiliation_string":"Institute for Health Informatics, University of Minnesota, Minneapolis, MN 55455, United States","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011070394","display_name":"Sicheng Zhou","orcid":"https://orcid.org/0000-0002-9846-1475"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sicheng Zhou","raw_affiliation_strings":["Institute for Health Informatics, University of Minnesota, Minneapolis, MN 55455,","Institute for Health Informatics, University of Minnesota, Minneapolis, MN 55455, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Health Informatics, University of Minnesota, Minneapolis, MN 55455,","institution_ids":["https://openalex.org/I130238516"]},{"raw_affiliation_string":"Institute for Health Informatics, University of Minnesota, Minneapolis, MN 55455, United States","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112996695","display_name":"Zexi Rao","orcid":null},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I4210144997","display_name":"Minnesota Department of Health","ror":"https://ror.org/04g43x563","country_code":"US","type":"government","lineage":["https://openalex.org/I4210144997"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zexi Rao","raw_affiliation_strings":["Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN 55455,","Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN 55455, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN 55455,","institution_ids":["https://openalex.org/I130238516","https://openalex.org/I4210144997"]},{"raw_affiliation_string":"Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN 55455, United States","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100750956","display_name":"Chen Zhao","orcid":"https://orcid.org/0000-0003-1373-7637"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I4210144997","display_name":"Minnesota Department of Health","ror":"https://ror.org/04g43x563","country_code":"US","type":"government","lineage":["https://openalex.org/I4210144997"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chen Zhao","raw_affiliation_strings":["Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN 55455,","Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN 55455, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN 55455,","institution_ids":["https://openalex.org/I130238516","https://openalex.org/I4210144997"]},{"raw_affiliation_string":"Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN 55455, United States","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043572155","display_name":"Erjia Cui","orcid":"https://orcid.org/0000-0003-3576-2892"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I4210144997","display_name":"Minnesota Department of Health","ror":"https://ror.org/04g43x563","country_code":"US","type":"government","lineage":["https://openalex.org/I4210144997"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erjia Cui","raw_affiliation_strings":["Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN 55455,","Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN 55455, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN 55455,","institution_ids":["https://openalex.org/I130238516","https://openalex.org/I4210144997"]},{"raw_affiliation_string":"Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN 55455, United States","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071887791","display_name":"Chetan Shenoy","orcid":"https://orcid.org/0000-0001-8877-4999"},"institutions":[{"id":"https://openalex.org/I4210135252","display_name":"University of Minnesota Medical Center","ror":"https://ror.org/03e1ayz78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1309104334","https://openalex.org/I4210135252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chetan Shenoy","raw_affiliation_strings":["Cardiovascular Division, Department of Medicine, University of Minnesota Medical Center, Minneapolis, MN 55455,","Cardiovascular Division, Department of Medicine, University of Minnesota Medical Center, Minneapolis, MN 55455, United States"],"raw_orcid":"https://orcid.org/0000-0001-8877-4999","affiliations":[{"raw_affiliation_string":"Cardiovascular Division, Department of Medicine, University of Minnesota Medical Center, Minneapolis, MN 55455,","institution_ids":["https://openalex.org/I4210135252"]},{"raw_affiliation_string":"Cardiovascular Division, Department of Medicine, University of Minnesota Medical Center, Minneapolis, MN 55455, United States","institution_ids":["https://openalex.org/I4210135252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040813731","display_name":"Anne Blaes","orcid":"https://orcid.org/0000-0002-5433-4810"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I4210135252","display_name":"University of Minnesota Medical Center","ror":"https://ror.org/03e1ayz78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1309104334","https://openalex.org/I4210135252"]},{"id":"https://openalex.org/I4210165573","display_name":"Minnesota Oncology","ror":"https://ror.org/05vmsw483","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210165573"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anne H Blaes","raw_affiliation_strings":["Division of Hematology, Oncology and Transplantation, University of Minnesota , Minneapolis, MN 55455,","Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, MN 55455, United States"],"raw_orcid":"https://orcid.org/0000-0002-5433-4810","affiliations":[{"raw_affiliation_string":"Division of Hematology, Oncology and Transplantation, University of Minnesota , Minneapolis, MN 55455,","institution_ids":["https://openalex.org/I4210135252","https://openalex.org/I130238516","https://openalex.org/I4210165573"]},{"raw_affiliation_string":"Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, MN 55455, United States","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023151864","display_name":"N. Paidimukkala","orcid":null},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nishitha Paidimukkala","raw_affiliation_strings":["Institute for Health Informatics, University of Minnesota, Minneapolis, MN 55455,","Institute for Health Informatics, University of Minnesota, Minneapolis, MN 55455, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Health Informatics, University of Minnesota, Minneapolis, MN 55455,","institution_ids":["https://openalex.org/I130238516"]},{"raw_affiliation_string":"Institute for Health Informatics, University of Minnesota, Minneapolis, MN 55455, United States","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100339648","display_name":"Jinhua Wang","orcid":"https://orcid.org/0000-0001-8367-0787"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I4210135252","display_name":"University of Minnesota Medical Center","ror":"https://ror.org/03e1ayz78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1309104334","https://openalex.org/I4210135252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinhua Wang","raw_affiliation_strings":["Masonic Cancer Center, University of Minnesota , Minneapolis, MN 55455,","Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Masonic Cancer Center, University of Minnesota , Minneapolis, MN 55455,","institution_ids":["https://openalex.org/I130238516"]},{"raw_affiliation_string":"Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, United States","institution_ids":["https://openalex.org/I4210135252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007063265","display_name":"Jue Hou","orcid":"https://orcid.org/0000-0002-9015-1827"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I4210144997","display_name":"Minnesota Department of Health","ror":"https://ror.org/04g43x563","country_code":"US","type":"government","lineage":["https://openalex.org/I4210144997"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jue Hou","raw_affiliation_strings":["Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN 55455,","Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN 55455, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN 55455,","institution_ids":["https://openalex.org/I130238516","https://openalex.org/I4210144997"]},{"raw_affiliation_string":"Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN 55455, United States","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100421963","display_name":"Rui Zhang","orcid":"https://orcid.org/0000-0001-8258-3585"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I4210144997","display_name":"Minnesota Department of Health","ror":"https://ror.org/04g43x563","country_code":"US","type":"government","lineage":["https://openalex.org/I4210144997"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rui Zhang","raw_affiliation_strings":["Division of Computational Health Sciences, Department of Surgery, University of Minnesota, Minneapolis, MN 55455,","Division of Computational Health Sciences, Department of Surgery, University of Minnesota, Minneapolis, MN 55455, United States"],"raw_orcid":"https://orcid.org/0000-0001-8258-3585","affiliations":[{"raw_affiliation_string":"Division of Computational Health Sciences, Department of Surgery, University of Minnesota, Minneapolis, MN 55455,","institution_ids":["https://openalex.org/I130238516","https://openalex.org/I4210144997"]},{"raw_affiliation_string":"Division of Computational Health Sciences, Department of Surgery, University of Minnesota, Minneapolis, MN 55455, United States","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5007063265","https://openalex.org/A5100421963"],"corresponding_institution_ids":["https://openalex.org/I130238516","https://openalex.org/I4210144997"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":3.1359,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.92610168,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"31","issue":"12","first_page":"2800","last_page":"2810"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13522","display_name":"Cardiovascular Health and Risk Factors","score":0.7060999870300293,"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/T13522","display_name":"Cardiovascular Health and Risk Factors","score":0.7060999870300293,"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/T11535","display_name":"Chemotherapy-induced cardiotoxicity and mitigation","score":0.0697999969124794,"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/T10556","display_name":"Global Cancer Incidence and Screening","score":0.028999999165534973,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.6930365562438965},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6674017310142517},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.652980387210846},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.5537523031234741},{"id":"https://openalex.org/keywords/cohort-study","display_name":"Cohort study","score":0.419466108083725},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.41227084398269653},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.37775808572769165},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.34444302320480347},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2833014726638794},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.274940550327301}],"concepts":[{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.6930365562438965},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6674017310142517},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.652980387210846},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.5537523031234741},{"id":"https://openalex.org/C201903717","wikidata":"https://www.wikidata.org/wiki/Q1778788","display_name":"Cohort study","level":2,"score":0.419466108083725},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.41227084398269653},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.37775808572769165},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.34444302320480347},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2833014726638794},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.274940550327301}],"mesh":[{"descriptor_ui":"D000073116","descriptor_name":"Cancer Survivors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000073116","descriptor_name":"Cancer Survivors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000073116","descriptor_name":"Cancer Survivors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000073116","descriptor_name":"Cancer Survivors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000073116","descriptor_name":"Cancer Survivors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000073116","descriptor_name":"Cancer Survivors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000073116","descriptor_name":"Cancer Survivors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000073116","descriptor_name":"Cancer Survivors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","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":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","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":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","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":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","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":true},{"descriptor_ui":"D064890","descriptor_name":"Social Determinants of Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064890","descriptor_name":"Social Determinants of Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064890","descriptor_name":"Social Determinants of Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064890","descriptor_name":"Social Determinants of Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064890","descriptor_name":"Social Determinants of Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064890","descriptor_name":"Social Determinants of Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064890","descriptor_name":"Social Determinants of Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064890","descriptor_name":"Social Determinants of Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/jamia/ocae199","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocae199","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:39058572","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39058572","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:11631116","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11631116","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11631116/pdf/ocae199.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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:11631116","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11631116","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11631116/pdf/ocae199.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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2545608675","display_name":null,"funder_award_id":"1R21MD019134-01","funder_id":"https://openalex.org/F4320337534","funder_display_name":"National Institute on Minority Health and Health Disparities"},{"id":"https://openalex.org/G7374104320","display_name":null,"funder_award_id":"1R21MD019134","funder_id":"https://openalex.org/F4320337534","funder_display_name":"National Institute on Minority Health and Health Disparities"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337534","display_name":"National Institute on Minority Health and Health Disparities","ror":"https://ror.org/0493hgw16"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4401059873.pdf"},"referenced_works_count":79,"referenced_works":["https://openalex.org/W1544435011","https://openalex.org/W1965019644","https://openalex.org/W1968524627","https://openalex.org/W1972283434","https://openalex.org/W1979067514","https://openalex.org/W1983865151","https://openalex.org/W2000703258","https://openalex.org/W2001558042","https://openalex.org/W2011242979","https://openalex.org/W2012985419","https://openalex.org/W2018881035","https://openalex.org/W2026360870","https://openalex.org/W2030648561","https://openalex.org/W2049573968","https://openalex.org/W2064979258","https://openalex.org/W2091562229","https://openalex.org/W2106242560","https://openalex.org/W2109129984","https://openalex.org/W2115095782","https://openalex.org/W2125782079","https://openalex.org/W2129736317","https://openalex.org/W2147388240","https://openalex.org/W2147646179","https://openalex.org/W2148487094","https://openalex.org/W2149199519","https://openalex.org/W2150853899","https://openalex.org/W2151585080","https://openalex.org/W2155069705","https://openalex.org/W2298991506","https://openalex.org/W2340399778","https://openalex.org/W2413293160","https://openalex.org/W2559950083","https://openalex.org/W2560111513","https://openalex.org/W2754443726","https://openalex.org/W2772904413","https://openalex.org/W2777641772","https://openalex.org/W2785629071","https://openalex.org/W2791340070","https://openalex.org/W2791453970","https://openalex.org/W2892313184","https://openalex.org/W2905889700","https://openalex.org/W2912993657","https://openalex.org/W2915873263","https://openalex.org/W2917511569","https://openalex.org/W2941253250","https://openalex.org/W2952570582","https://openalex.org/W2969628213","https://openalex.org/W2969762245","https://openalex.org/W2970650986","https://openalex.org/W2973113902","https://openalex.org/W2994537992","https://openalex.org/W3012220073","https://openalex.org/W3093377743","https://openalex.org/W3108526147","https://openalex.org/W3108810811","https://openalex.org/W3110813577","https://openalex.org/W3186780864","https://openalex.org/W4205170775","https://openalex.org/W4214917757","https://openalex.org/W4220894224","https://openalex.org/W4225972499","https://openalex.org/W4237383128","https://openalex.org/W4290839014","https://openalex.org/W4315754639","https://openalex.org/W4319440851","https://openalex.org/W4378172411","https://openalex.org/W4386404573","https://openalex.org/W4391150982","https://openalex.org/W4394788486","https://openalex.org/W4399850749","https://openalex.org/W4399889932","https://openalex.org/W4404253752","https://openalex.org/W6632538268","https://openalex.org/W6662746975","https://openalex.org/W6678941407","https://openalex.org/W6732195072","https://openalex.org/W6748032709","https://openalex.org/W6844836936","https://openalex.org/W6869904733"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2989121736","https://openalex.org/W2892677547","https://openalex.org/W1606496894","https://openalex.org/W3081332639","https://openalex.org/W2782606626","https://openalex.org/W2055704044","https://openalex.org/W1986135018","https://openalex.org/W2148718224","https://openalex.org/W2103425699"],"abstract_inverted_index":{"OBJECTIVE:":[0],"This":[1,325],"study":[2,326],"leverages":[3],"the":[4,8,37,81,138,144,166,181,206,226,230,245,252,262,276,287,328,331],"rich":[5],"diversity":[6],"of":[7,10,15,39,80,83,114,209,215,229,232,247,255,264,278,283,330,333],"All":[9,82,231,332],"Us":[11,84],"Research":[12],"Program":[13],"(All":[14],"Us)'s":[16],"dataset":[17,336],"to":[18,33,73,128,240,292,318],"devise":[19],"a":[20,40,68,98,104,150,339,362],"predictive":[21,218,269,316,341,359],"model":[22,157,169,219,224,295,320,342],"for":[23,101,289,343,365],"cardiovascular":[24],"disease":[25],"(CVD)":[26],"in":[27,90,172,234,268,337,345,350],"breast":[28],"cancer":[29],"(BC)":[30],"survivors.":[31],"Central":[32],"this":[34],"endeavor":[35],"is":[36],"creation":[38],"robust":[41],"data":[42,70,78,95,354],"integration":[43,355],"pipeline":[44,72,356],"that":[45],"synthesizes":[46],"electronic":[47],"health":[48,115,266],"records":[49],"(EHRs),":[50],"patient":[51,238,259],"surveys,":[52],"and":[53,75,88,92,111,123,140,191,220,237,286,305,313,322,357],"genomic":[54],"data,":[55,91,117,280],"while":[56,165],"upholding":[57],"fairness":[58,290],"across":[59,161,198,297],"demographic":[60],"variables.":[61],"MATERIALS":[62],"AND":[63],"METHODS:":[64],"We":[65],"have":[66],"developed":[67],"universal":[69],"wrangling":[71],"process":[74],"merge":[76],"heterogeneous":[77],"sources":[79],"dataset,":[85],"address":[86],"missingness":[87],"variance":[89],"align":[93],"disparate":[94],"modalities":[96],"into":[97,368],"coherent":[99],"framework":[100],"analysis.":[102],"Utilizing":[103],"composite":[105],"feature":[106,184],"set":[107],"including":[108],"EHR,":[109],"lifestyle,":[110],"social":[112,210,306],"determinants":[113,267],"(SDoH)":[116],"we":[118],"then":[119],"employed":[120],"Adaptive":[121,155],"Lasso":[122,156],"Random":[124,167,221],"Forest":[125,168,222],"regression":[126],"models":[127,134,360],"predict":[129],"6":[130],"CVD":[131,163,199,284,344],"outcomes.":[132],"The":[133,154,213,353],"were":[135],"evaluated":[136],"using":[137],"c-index":[139],"time-dependent":[141],"Area":[142],"Under":[143],"Receiver":[145],"Operating":[146],"Characteristic":[147],"Curve":[148],"over":[149],"10-year":[151],"period.":[152],"RESULTS:":[153],"showed":[158],"consistent":[159],"performance":[160,296],"most":[162],"outcomes,":[164,200,260],"excelled":[170],"particularly":[171],"predicting":[173],"outcomes":[174],"like":[175],"transient":[176],"ischemic":[177],"attack":[178],"when":[179],"incorporating":[180],"full":[182],"multi-model":[183],"set.":[185],"Feature":[186],"importance":[187,263],"analysis":[188],"revealed":[189,251],"age":[190],"previous":[192],"coronary":[193],"events":[194],"as":[195],"dominant":[196],"predictors":[197],"with":[201],"SDoH":[202,248],"clustering":[203,249],"labels":[204,250],"highlighting":[205],"nuanced":[207],"impact":[208,254],"factors.":[211],"DISCUSSION:":[212],"development":[214],"both":[216],"Cox-based":[217],"Regression":[223],"represents":[225],"extensive":[227],"application":[228],"Us,":[233],"integrating":[235],"EHR":[236],"surveys":[239],"enhance":[241,319],"precision":[242,321],"medicine.":[243],"And":[244],"inclusion":[246],"significant":[253],"sociobehavioral":[256],"factors":[257],"on":[258],"emphasizing":[261],"comprehensive":[265],"models.":[270],"Despite":[271],"these":[272],"advancements,":[273],"limitations":[274],"include":[275],"exclusion":[277],"genetic":[279],"broad":[281],"categorization":[282],"conditions,":[285],"need":[288],"analyses":[291],"ensure":[293],"equitable":[294],"diverse":[298,335],"populations.":[299],"Future":[300],"work":[301],"should":[302],"refine":[303],"clinical":[304],"variable":[307],"measurements,":[308],"incorporate":[309],"advanced":[310],"imputation":[311],"techniques,":[312],"explore":[314],"additional":[315],"algorithms":[317],"fairness.":[323],"CONCLUSION:":[324],"demonstrates":[327],"liability":[329],"Us's":[334],"developing":[338],"multi-modality":[340],"BC":[346],"survivors":[347],"risk":[348],"stratification":[349],"oncological":[351],"survivorship.":[352],"subsequent":[358],"establish":[361],"methodological":[363],"foundation":[364],"future":[366],"research":[367],"personalized":[369],"healthcare.":[370]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}