{"id":"https://openalex.org/W4414035487","doi":"https://doi.org/10.1093/jamia/ocaf144","title":"Navigating the landscape of personalized oncology: overcoming challenges and expanding horizons with computational modeling","display_name":"Navigating the landscape of personalized oncology: overcoming challenges and expanding horizons with computational modeling","publication_year":2025,"publication_date":"2025-08-06","ids":{"openalex":"https://openalex.org/W4414035487","doi":"https://doi.org/10.1093/jamia/ocaf144","pmid":"https://pubmed.ncbi.nlm.nih.gov/40907963"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocaf144","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf144","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/PMC12758477/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050488348","display_name":"Melike Sirlanci","orcid":"https://orcid.org/0000-0002-4749-4752"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]},{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Melike Sirlanci","raw_affiliation_strings":["Department of Applied Mathematics, University of Colorado Boulder , Boulder, CO 80309,","Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus , Aurora, CO 80045,","Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States","Department of Applied Mathematics, University of Colorado Boulder, Boulder, CO 80309, United States"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics, University of Colorado Boulder , Boulder, CO 80309,","institution_ids":["https://openalex.org/I188538660"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus , Aurora, CO 80045,","institution_ids":["https://openalex.org/I51713134"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I51713134"]},{"raw_affiliation_string":"Department of Applied Mathematics, University of Colorado Boulder, Boulder, CO 80309, United States","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070746797","display_name":"David J. Albers","orcid":"https://orcid.org/0000-0002-5369-526X"},"institutions":[{"id":"https://openalex.org/I151808059","display_name":"Colorado School of Public Health","ror":"https://ror.org/005x9g035","country_code":"US","type":"education","lineage":["https://openalex.org/I151808059"]},{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]},{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]},{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Albers","raw_affiliation_strings":["Department of Bioengineering, University of Colorado Denver , Aurora, CO 80045,","Department of Biomedical Informatics, Columbia University , New York, NY 10032,","Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus , Aurora, CO 80045,","Department of Biostatistics & Informatics, Colorado School of Public Health , Aurora, CO 80045,","Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States","Department of Biomedical Informatics, Columbia University, New York, NY 10032, United States","Department of Biostatistics & Informatics, Colorado School of Public Health, Aurora, CO 80045, United States","Department of Bioengineering, University of Colorado Denver, Aurora, CO 80045, United States"],"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, University of Colorado Denver , Aurora, CO 80045,","institution_ids":["https://openalex.org/I921990950"]},{"raw_affiliation_string":"Department of Biomedical Informatics, Columbia University , New York, NY 10032,","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus , Aurora, CO 80045,","institution_ids":["https://openalex.org/I51713134"]},{"raw_affiliation_string":"Department of Biostatistics & Informatics, Colorado School of Public Health , Aurora, CO 80045,","institution_ids":["https://openalex.org/I151808059"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I51713134"]},{"raw_affiliation_string":"Department of Biomedical Informatics, Columbia University, New York, NY 10032, United States","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Biostatistics & Informatics, Colorado School of Public Health, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I151808059"]},{"raw_affiliation_string":"Department of Bioengineering, University of Colorado Denver, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I921990950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039549527","display_name":"Jennifer Kwak","orcid":null},"institutions":[{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer Kwak","raw_affiliation_strings":["Department of Radiology, University of Colorado Anschutz Medical Campus , Aurora, CO 80045,","Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Colorado Anschutz Medical Campus , Aurora, CO 80045,","institution_ids":["https://openalex.org/I51713134"]},{"raw_affiliation_string":"Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I51713134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087902006","display_name":"Clayton A. Smith","orcid":"https://orcid.org/0000-0001-6478-4244"},"institutions":[{"id":"https://openalex.org/I2802654978","display_name":"The Medical Center of Aurora","ror":"https://ror.org/04qw37741","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2802654978","https://openalex.org/I4210120438"]},{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Clayton Smith","raw_affiliation_strings":["CU Innovations, University of Colorado Anschutz Medical Campus , Aurora, CO 80045,","Division of Hematology, Department of Medicine, University of Colorado Anschutz Medical Campus , Aurora, CO 80045,","OncoVerity , Inc., Aurora, CO 80045,","CU Innovations, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States","OncoVerity, Inc., Aurora, CO 80045, United States"],"affiliations":[{"raw_affiliation_string":"CU Innovations, University of Colorado Anschutz Medical Campus , Aurora, CO 80045,","institution_ids":["https://openalex.org/I51713134"]},{"raw_affiliation_string":"Division of Hematology, Department of Medicine, University of Colorado Anschutz Medical Campus , Aurora, CO 80045,","institution_ids":["https://openalex.org/I51713134"]},{"raw_affiliation_string":"OncoVerity , Inc., Aurora, CO 80045,","institution_ids":["https://openalex.org/I2802654978"]},{"raw_affiliation_string":"CU Innovations, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I51713134"]},{"raw_affiliation_string":"OncoVerity, Inc., Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I2802654978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075439357","display_name":"Tellen D. Bennett","orcid":"https://orcid.org/0000-0003-1483-4236"},"institutions":[{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tellen D Bennett","raw_affiliation_strings":["Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus , Aurora, CO 80045,","Department of Pediatrics (Critical Care Medicine), University of Colorado Anschutz Medical Campus , Aurora, CO 80045,","Department of Pediatrics (Critical Care Medicine), University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus , Aurora, CO 80045,","institution_ids":["https://openalex.org/I51713134"]},{"raw_affiliation_string":"Department of Pediatrics (Critical Care Medicine), University of Colorado Anschutz Medical Campus , Aurora, CO 80045,","institution_ids":["https://openalex.org/I51713134"]},{"raw_affiliation_string":"Department of Pediatrics (Critical Care Medicine), University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I51713134"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035030443","display_name":"Steven M. Bair","orcid":"https://orcid.org/0000-0002-0094-0014"},"institutions":[{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven M Bair","raw_affiliation_strings":["Division of Hematology, Department of Medicine, University of Colorado Anschutz Medical Campus , Aurora, CO 80045,","Division of Hematology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States"],"affiliations":[{"raw_affiliation_string":"Division of Hematology, Department of Medicine, University of Colorado Anschutz Medical Campus , Aurora, CO 80045,","institution_ids":["https://openalex.org/I51713134"]},{"raw_affiliation_string":"Division of Hematology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I51713134"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5050488348"],"corresponding_institution_ids":["https://openalex.org/I188538660","https://openalex.org/I51713134"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":0.9374,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79349639,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"33","issue":"1","first_page":"242","last_page":"251"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11829","display_name":"Mathematical Biology Tumor Growth","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/new-horizons","display_name":"New horizons","score":0.5601020455360413},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"Personalized medicine","score":0.458586186170578},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45509904623031616},{"id":"https://openalex.org/keywords/precision-oncology","display_name":"Precision oncology","score":0.4375383257865906},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4016577899456024},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.36983904242515564},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.36967432498931885},{"id":"https://openalex.org/keywords/precision-medicine","display_name":"Precision medicine","score":0.34397393465042114},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.26180392503738403},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1547691822052002},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1389995813369751},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1272096335887909}],"concepts":[{"id":"https://openalex.org/C2992257854","wikidata":"https://www.wikidata.org/wiki/Q48461","display_name":"New horizons","level":3,"score":0.5601020455360413},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.458586186170578},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45509904623031616},{"id":"https://openalex.org/C3020497934","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision oncology","level":3,"score":0.4375383257865906},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4016577899456024},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.36983904242515564},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36967432498931885},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.34397393465042114},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.26180392503738403},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1547691822052002},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1389995813369751},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1272096335887909},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C29829512","wikidata":"https://www.wikidata.org/wiki/Q40218","display_name":"Spacecraft","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"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":"D008223","descriptor_name":"Lymphoma","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D008223","descriptor_name":"Lymphoma","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D008223","descriptor_name":"Lymphoma","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D008223","descriptor_name":"Lymphoma","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016219","descriptor_name":"Immunotherapy, Adoptive","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016219","descriptor_name":"Immunotherapy, Adoptive","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016219","descriptor_name":"Immunotherapy, Adoptive","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016219","descriptor_name":"Immunotherapy, Adoptive","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1093/jamia/ocaf144","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf144","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:40907963","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40907963","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:12758477","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12758477/","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":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:12758477","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12758477/","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":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":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W621546036","https://openalex.org/W1480376833","https://openalex.org/W1921511217","https://openalex.org/W2032449612","https://openalex.org/W2039275997","https://openalex.org/W2064208261","https://openalex.org/W2104287359","https://openalex.org/W2105934661","https://openalex.org/W2173690212","https://openalex.org/W2612743911","https://openalex.org/W2744261860","https://openalex.org/W2775546819","https://openalex.org/W2804500674","https://openalex.org/W2807727586","https://openalex.org/W2896190255","https://openalex.org/W2908682713","https://openalex.org/W2915444077","https://openalex.org/W2940487144","https://openalex.org/W2944016032","https://openalex.org/W2957559077","https://openalex.org/W2978281981","https://openalex.org/W2996109087","https://openalex.org/W2999318335","https://openalex.org/W2999928454","https://openalex.org/W3012641931","https://openalex.org/W3013582289","https://openalex.org/W3032210049","https://openalex.org/W3035604179","https://openalex.org/W3040016339","https://openalex.org/W3044609915","https://openalex.org/W3081120827","https://openalex.org/W3084569243","https://openalex.org/W3090872582","https://openalex.org/W3099892132","https://openalex.org/W3104014306","https://openalex.org/W3108334428","https://openalex.org/W3112118241","https://openalex.org/W3120756887","https://openalex.org/W3120801295","https://openalex.org/W3137476328","https://openalex.org/W3138498550","https://openalex.org/W3156422132","https://openalex.org/W3158478398","https://openalex.org/W3160900712","https://openalex.org/W3182899221","https://openalex.org/W4200310129","https://openalex.org/W4221042119","https://openalex.org/W4233734028","https://openalex.org/W4283645969","https://openalex.org/W4285594231","https://openalex.org/W4286544672","https://openalex.org/W4289792878","https://openalex.org/W4295073815","https://openalex.org/W4297787325","https://openalex.org/W4301972650","https://openalex.org/W4306965373","https://openalex.org/W4310852955","https://openalex.org/W4313430651","https://openalex.org/W4317498947","https://openalex.org/W4324129113","https://openalex.org/W4366463408","https://openalex.org/W4376612852","https://openalex.org/W4377234446","https://openalex.org/W4384277099","https://openalex.org/W4384807682","https://openalex.org/W4385410181","https://openalex.org/W4386012791","https://openalex.org/W4387052783","https://openalex.org/W4388793208","https://openalex.org/W4390992113","https://openalex.org/W4392597604","https://openalex.org/W4398197746","https://openalex.org/W4401672566","https://openalex.org/W4403198324","https://openalex.org/W4403782385","https://openalex.org/W4407417101"],"related_works":["https://openalex.org/W2751417344","https://openalex.org/W3082935376","https://openalex.org/W4392240901","https://openalex.org/W4412701603","https://openalex.org/W4399651953","https://openalex.org/W4386960999","https://openalex.org/W2899657781","https://openalex.org/W4322484660","https://openalex.org/W3193951088","https://openalex.org/W4388011470"],"abstract_inverted_index":{"The":[0],"HM":[1],"techniques":[2,19],"are":[3],"likely":[4],"required":[5],"to":[6],"overcome":[7],"data":[8],"scarcity":[9],"and":[10],"sparsity":[11],"issues":[12],"in":[13],"broad":[14],"medical":[15],"settings.":[16],"Developing":[17],"these":[18],"requires":[20],"dedicated":[21],"interdisciplinary":[22],"teams.":[23]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}