{"id":"https://openalex.org/W4399480372","doi":"https://doi.org/10.1093/jamia/ocae129","title":"RefAI: a GPT-powered retrieval-augmented generative tool for biomedical literature recommendation and summarization","display_name":"RefAI: a GPT-powered retrieval-augmented generative tool for biomedical literature recommendation and summarization","publication_year":2024,"publication_date":"2024-05-21","ids":{"openalex":"https://openalex.org/W4399480372","doi":"https://doi.org/10.1093/jamia/ocae129","pmid":"https://pubmed.ncbi.nlm.nih.gov/38857454"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocae129","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocae129","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/PMC11339508/pdf/ocae129.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113134285","display_name":"Yiming Li","orcid":"https://orcid.org/0009-0009-8784-1745"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiming Li","raw_affiliation_strings":["McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030,","McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States"],"affiliations":[{"raw_affiliation_string":"McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030,","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020544749","display_name":"Jeff Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I12138139","display_name":"Austin College","ror":"https://ror.org/052k56z27","country_code":"US","type":"education","lineage":["https://openalex.org/I12138139"]},{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeff Zhao","raw_affiliation_strings":["Department of Computer Science, College of Natural Sciences, University of Texas at Austin , Austin, TX 78712,","Department of Computer Science, College of Natural Sciences, University of Texas at Austin , Austin, TX 78712, United States"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Natural Sciences, University of Texas at Austin , Austin, TX 78712,","institution_ids":["https://openalex.org/I86519309","https://openalex.org/I12138139"]},{"raw_affiliation_string":"Department of Computer Science, College of Natural Sciences, University of Texas at Austin , Austin, TX 78712, United States","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024811317","display_name":"Manqi Li","orcid":"https://orcid.org/0000-0002-5206-0369"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Manqi Li","raw_affiliation_strings":["Department of Biostatistics & Data Science, School of Public Health, The University of Texas Health Science Center at Houston , Houston, TX 77030,","McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030,","Department of Biostatistics & Data Science, School of Public Health, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States","McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States"],"affiliations":[{"raw_affiliation_string":"Department of Biostatistics & Data Science, School of Public Health, The University of Texas Health Science Center at Houston , Houston, TX 77030,","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030,","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"Department of Biostatistics & Data Science, School of Public Health, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076389057","display_name":"Yifang Dang","orcid":"https://orcid.org/0000-0002-4014-2957"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yifang Dang","raw_affiliation_strings":["McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030,","McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States"],"affiliations":[{"raw_affiliation_string":"McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030,","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084909001","display_name":"Evan Y. Yu","orcid":"https://orcid.org/0000-0002-1510-8044"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Evan Yu","raw_affiliation_strings":["McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030,","McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States"],"affiliations":[{"raw_affiliation_string":"McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030,","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104594518","display_name":"Jianfu Li","orcid":"https://orcid.org/0000-0002-9949-7007"},"institutions":[{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianfu Li","raw_affiliation_strings":["Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224,","Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224, United States"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224,","institution_ids":["https://openalex.org/I4210146710"]},{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224, United States","institution_ids":["https://openalex.org/I4210146710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020037922","display_name":"Zenan Sun","orcid":"https://orcid.org/0000-0003-1577-874X"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zenan Sun","raw_affiliation_strings":["McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030,","McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States"],"affiliations":[{"raw_affiliation_string":"McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030,","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099070956","display_name":"Usama Hussein","orcid":null},"institutions":[{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1343551460"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Usama Hussein","raw_affiliation_strings":["Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center , Houston, TX 77030,","Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center , Houston, TX 77030, United States"],"affiliations":[{"raw_affiliation_string":"Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center , Houston, TX 77030,","institution_ids":["https://openalex.org/I1343551460"]},{"raw_affiliation_string":"Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center , Houston, TX 77030, United States","institution_ids":["https://openalex.org/I1343551460"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jianguo Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianguo Wen","raw_affiliation_strings":["McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030,","McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States"],"affiliations":[{"raw_affiliation_string":"McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030,","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022275925","display_name":"Ahmed Abdelhameed","orcid":"https://orcid.org/0000-0002-9970-2517"},"institutions":[{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed M Abdelhameed","raw_affiliation_strings":["Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224,","Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224, United States"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224,","institution_ids":["https://openalex.org/I4210146710"]},{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224, United States","institution_ids":["https://openalex.org/I4210146710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074211784","display_name":"Junhua Mai","orcid":"https://orcid.org/0000-0001-8374-4352"},"institutions":[{"id":"https://openalex.org/I1295876152","display_name":"Houston Methodist","ror":"https://ror.org/027zt9171","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295876152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junhua Mai","raw_affiliation_strings":["Department of Nanomedicine, Houston Methodist Academic Institute , Houston, TX 77030,","Department of Nanomedicine, Houston Methodist Academic Institute , Houston, TX 77030, United States"],"affiliations":[{"raw_affiliation_string":"Department of Nanomedicine, Houston Methodist Academic Institute , Houston, TX 77030,","institution_ids":["https://openalex.org/I1295876152"]},{"raw_affiliation_string":"Department of Nanomedicine, Houston Methodist Academic Institute , Houston, TX 77030, United States","institution_ids":["https://openalex.org/I1295876152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060821000","display_name":"Shenduo Li","orcid":"https://orcid.org/0009-0000-1295-1960"},"institutions":[{"id":"https://openalex.org/I2801572250","display_name":"Jacksonville College","ror":"https://ror.org/03a9t7g49","country_code":"US","type":"education","lineage":["https://openalex.org/I2801572250"]},{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shenduo Li","raw_affiliation_strings":["Division of Hematology and Oncology, Department of Medicine, Mayo Clinic , Jacksonville, FL 32224,","Division of Hematology and Oncology, Department of Medicine, Mayo Clinic , Jacksonville, FL 32224, United States"],"affiliations":[{"raw_affiliation_string":"Division of Hematology and Oncology, Department of Medicine, Mayo Clinic , Jacksonville, FL 32224,","institution_ids":["https://openalex.org/I2801572250","https://openalex.org/I4210146710"]},{"raw_affiliation_string":"Division of Hematology and Oncology, Department of Medicine, Mayo Clinic , Jacksonville, FL 32224, United States","institution_ids":["https://openalex.org/I4210146710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397981","display_name":"Yue Yu","orcid":"https://orcid.org/0000-0002-7620-6078"},"institutions":[{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yue Yu","raw_affiliation_strings":["Department of Quantitative Health Sciences, Mayo Clinic , Rochester, MN 55905,","Department of Quantitative Health Sciences, Mayo Clinic , Rochester, MN 55905, United States"],"affiliations":[{"raw_affiliation_string":"Department of Quantitative Health Sciences, Mayo Clinic , Rochester, MN 55905,","institution_ids":["https://openalex.org/I4210146710"]},{"raw_affiliation_string":"Department of Quantitative Health Sciences, Mayo Clinic , Rochester, MN 55905, United States","institution_ids":["https://openalex.org/I4210146710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079879138","display_name":"Xinyue Hu","orcid":"https://orcid.org/0009-0006-2685-951X"},"institutions":[{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinyue Hu","raw_affiliation_strings":["Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224,","Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224, United States"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224,","institution_ids":["https://openalex.org/I4210146710"]},{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224, United States","institution_ids":["https://openalex.org/I4210146710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042642606","display_name":"Daowei Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1343551460"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daowei Yang","raw_affiliation_strings":["Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center , Houston, TX 77030,","Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center , Houston, TX 77030, United States"],"affiliations":[{"raw_affiliation_string":"Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center , Houston, TX 77030,","institution_ids":["https://openalex.org/I1343551460"]},{"raw_affiliation_string":"Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center , Houston, TX 77030, United States","institution_ids":["https://openalex.org/I1343551460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029362126","display_name":"Jingna Feng","orcid":"https://orcid.org/0000-0002-0434-2513"},"institutions":[{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jingna Feng","raw_affiliation_strings":["Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224,","Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224, United States"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224,","institution_ids":["https://openalex.org/I4210146710"]},{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224, United States","institution_ids":["https://openalex.org/I4210146710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034185112","display_name":"Zehan Li","orcid":"https://orcid.org/0000-0002-2955-6809"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zehan Li","raw_affiliation_strings":["McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030,","McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States"],"affiliations":[{"raw_affiliation_string":"McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030,","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083672597","display_name":"Jianping He","orcid":"https://orcid.org/0000-0002-4059-9455"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianping He","raw_affiliation_strings":["McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030,","McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States"],"affiliations":[{"raw_affiliation_string":"McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030,","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100660697","display_name":"Wei Tao","orcid":"https://orcid.org/0000-0002-4277-3728"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Tao","raw_affiliation_strings":["Department of Biostatistics & Data Science, School of Public Health, The University of Texas Health Science Center at Houston , Houston, TX 77030,","Department of Biostatistics & Data Science, School of Public Health, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States"],"affiliations":[{"raw_affiliation_string":"Department of Biostatistics & Data Science, School of Public Health, The University of Texas Health Science Center at Houston , Houston, TX 77030,","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"Department of Biostatistics & Data Science, School of Public Health, The University of Texas Health Science Center at Houston , Houston, TX 77030, United States","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024023588","display_name":"Tiehang Duan","orcid":"https://orcid.org/0000-0003-4323-642X"},"institutions":[{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tiehang Duan","raw_affiliation_strings":["Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224,","Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224, United States"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224,","institution_ids":["https://openalex.org/I4210146710"]},{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224, United States","institution_ids":["https://openalex.org/I4210146710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034847496","display_name":"Yanyan Lou","orcid":"https://orcid.org/0000-0001-6207-9461"},"institutions":[{"id":"https://openalex.org/I2801572250","display_name":"Jacksonville College","ror":"https://ror.org/03a9t7g49","country_code":"US","type":"education","lineage":["https://openalex.org/I2801572250"]},{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yanyan Lou","raw_affiliation_strings":["Division of Hematology and Oncology, Department of Medicine, Mayo Clinic , Jacksonville, FL 32224,","Division of Hematology and Oncology, Department of Medicine, Mayo Clinic , Jacksonville, FL 32224, United States"],"affiliations":[{"raw_affiliation_string":"Division of Hematology and Oncology, Department of Medicine, Mayo Clinic , Jacksonville, FL 32224,","institution_ids":["https://openalex.org/I2801572250","https://openalex.org/I4210146710"]},{"raw_affiliation_string":"Division of Hematology and Oncology, Department of Medicine, Mayo Clinic , Jacksonville, FL 32224, United States","institution_ids":["https://openalex.org/I4210146710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100394163","display_name":"Fang Li","orcid":"https://orcid.org/0000-0001-8865-7717"},"institutions":[{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Fang Li","raw_affiliation_strings":["Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224,","Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224, United States"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224,","institution_ids":["https://openalex.org/I4210146710"]},{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224, United States","institution_ids":["https://openalex.org/I4210146710"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076058129","display_name":"Cui Tao","orcid":"https://orcid.org/0000-0002-4267-1924"},"institutions":[{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Cui Tao","raw_affiliation_strings":["Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224,","Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224, United States"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224,","institution_ids":["https://openalex.org/I4210146710"]},{"raw_affiliation_string":"Department of Artificial Intelligence and Informatics, Mayo Clinic , Jacksonville, FL 32224, United States","institution_ids":["https://openalex.org/I4210146710"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":23,"corresponding_author_ids":["https://openalex.org/A5076058129","https://openalex.org/A5100394163"],"corresponding_institution_ids":["https://openalex.org/I4210146710"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":11.2152,"has_fulltext":true,"cited_by_count":50,"citation_normalized_percentile":{"value":0.99111155,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"31","issue":"9","first_page":"2030","last_page":"2039"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/T10028","display_name":"Topic Modeling","score":0.996399998664856,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.95169997215271,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.977208137512207},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7589709758758545},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.7404347062110901},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6376887559890747},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.5500305891036987},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.533827543258667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42560243606567383},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3248387575149536},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07657095789909363}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.977208137512207},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7589709758758545},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7404347062110901},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6376887559890747},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.5500305891036987},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.533827543258667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42560243606567383},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3248387575149536},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07657095789909363},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D039781","descriptor_name":"PubMed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D039781","descriptor_name":"PubMed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D039781","descriptor_name":"PubMed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D039781","descriptor_name":"PubMed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D039781","descriptor_name":"PubMed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D039781","descriptor_name":"PubMed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D039781","descriptor_name":"PubMed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D039781","descriptor_name":"PubMed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1093/jamia/ocae129","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocae129","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:38857454","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38857454","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:11339508","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11339508","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11339508/pdf/ocae129.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"},{"id":"pmh:oai:digitalcommons.library.tmc.edu:uthshis_docs-1659","is_oa":false,"landing_page_url":"https://digitalcommons.library.tmc.edu/uthshis_docs/671","pdf_url":null,"source":{"id":"https://openalex.org/S4377196655","display_name":"Digital Commons-TMC (Texas Medical Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1337852284","host_organization_name":"Texas Medical Center","host_organization_lineage":["https://openalex.org/I1337852284"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty, Staff and Student Publications","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:11339508","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11339508","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11339508/pdf/ocae129.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":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G3237115699","display_name":null,"funder_award_id":"R01AI130460","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3536671695","display_name":null,"funder_award_id":"19GPSGC35180031","funder_id":"https://openalex.org/F4320306230","funder_display_name":"American Heart Association"},{"id":"https://openalex.org/G6056677011","display_name":null,"funder_award_id":"RP220244","funder_id":"https://openalex.org/F4320308129","funder_display_name":"Cancer Prevention and Research Institute of Texas"},{"id":"https://openalex.org/G613429801","display_name":null,"funder_award_id":"U24AI171008","funder_id":"https://openalex.org/F4320337355","funder_display_name":"National Institute of Allergy and Infectious Diseases"},{"id":"https://openalex.org/G8128852524","display_name":null,"funder_award_id":"71008","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8526910669","display_name":null,"funder_award_id":"U24AI171008","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G940734088","display_name":null,"funder_award_id":"R01AI130460","funder_id":"https://openalex.org/F4320337355","funder_display_name":"National Institute of Allergy and Infectious Diseases"}],"funders":[{"id":"https://openalex.org/F4320306230","display_name":"American Heart Association","ror":"https://ror.org/013kjyp64"},{"id":"https://openalex.org/F4320308129","display_name":"Cancer Prevention and Research Institute of Texas","ror":"https://ror.org/0003xa228"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337355","display_name":"National Institute of Allergy and Infectious Diseases","ror":"https://ror.org/043z4tv69"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399480372.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W120384207","https://openalex.org/W1974176583","https://openalex.org/W1994306321","https://openalex.org/W2014643663","https://openalex.org/W2991286817","https://openalex.org/W4288431687","https://openalex.org/W4321351832","https://openalex.org/W4323655724","https://openalex.org/W4365143850","https://openalex.org/W4378783233","https://openalex.org/W4383500999","https://openalex.org/W4384561707","https://openalex.org/W4386351210","https://openalex.org/W4387128076","https://openalex.org/W4387234956","https://openalex.org/W4387268735","https://openalex.org/W4387393402","https://openalex.org/W4387425757","https://openalex.org/W4390480627","https://openalex.org/W4390744570","https://openalex.org/W4391221150","https://openalex.org/W4392468106","https://openalex.org/W4393063345","https://openalex.org/W4393187333","https://openalex.org/W6604939427","https://openalex.org/W6850507425"],"related_works":["https://openalex.org/W4317547544","https://openalex.org/W4313395829","https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W4287117424","https://openalex.org/W4387506531","https://openalex.org/W4238433571","https://openalex.org/W3174044702"],"abstract_inverted_index":{"By":[0],"augmenting":[1],"LLM":[2],"with":[3],"external":[4],"resources":[5],"and":[6,19,36],"a":[7],"novel":[8],"ranking":[9],"algorithm,":[10],"RefAI":[11],"is":[12],"uniquely":[13],"capable":[14],"of":[15,31,40],"recommending":[16],"high-quality":[17],"literature":[18],"generating":[20],"well-structured":[21],"summaries,":[22],"holding":[23],"the":[24,28],"potential":[25],"to":[26],"meet":[27],"critical":[29],"needs":[30],"biomedical":[32],"professionals":[33],"in":[34],"navigating":[35],"synthesizing":[37],"vast":[38],"amounts":[39],"scientific":[41],"literature.":[42]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":30},{"year":2024,"cited_by_count":10}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}