{"id":"https://openalex.org/W4407568359","doi":"https://doi.org/10.1038/s41746-025-01492-7","title":"Leveraging large language models for academic conference organization","display_name":"Leveraging large language models for academic conference organization","publication_year":2025,"publication_date":"2025-02-14","ids":{"openalex":"https://openalex.org/W4407568359","doi":"https://doi.org/10.1038/s41746-025-01492-7","pmid":"https://pubmed.ncbi.nlm.nih.gov/39953127"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-025-01492-7","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01492-7","pdf_url":"https://www.nature.com/articles/s41746-025-01492-7.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-025-01492-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100452550","display_name":"Yuan Luo","orcid":"https://orcid.org/0000-0003-0195-7456"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yuan Luo","raw_affiliation_strings":["Center for Collaborative AI in Healthcare, Institute for AI in Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA. yuan.luo@northwestern.edu","Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA. yuan.luo@northwestern.edu","Northwestern University Clinical and Translational Sciences Institute, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA. yuan.luo@northwestern.edu","Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"Center for Collaborative AI in Healthcare, Institute for AI in Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA. yuan.luo@northwestern.edu","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA. yuan.luo@northwestern.edu","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Northwestern University Clinical and Translational Sciences Institute, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA. yuan.luo@northwestern.edu","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001704304","display_name":"Yikuan Li","orcid":"https://orcid.org/0000-0001-7546-9979"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yikuan Li","raw_affiliation_strings":["Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002031314","display_name":"Omolola Ogunyemi","orcid":"https://orcid.org/0000-0002-1388-244X"},"institutions":[{"id":"https://openalex.org/I52710748","display_name":"Charles R. Drew University of Medicine and Science","ror":"https://ror.org/038x2fh14","country_code":"US","type":"education","lineage":["https://openalex.org/I52710748"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Omolola Ogunyemi","raw_affiliation_strings":["Center for Biomedical Informatics, Charles R. Drew University of Medicine and Science, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Center for Biomedical Informatics, Charles R. Drew University of Medicine and Science, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I52710748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116268611","display_name":"Eileen Koski","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eileen Koski","raw_affiliation_strings":["IBM T.J. Watson Research Center, Yorktown Heights, NY, USA"],"affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5116268612","display_name":"Blanca E. Himes","orcid":null},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Blanca E. Himes","raw_affiliation_strings":["Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100452550"],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":4.8114,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93777405,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"8","issue":"1","first_page":"101","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9947999715805054,"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/T11122","display_name":"Online Learning and Analytics","score":0.9799000024795532,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.5741257071495056},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.33647388219833374},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2357042133808136}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5741257071495056},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.33647388219833374},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2357042133808136}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1038/s41746-025-01492-7","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01492-7","pdf_url":"https://www.nature.com/articles/s41746-025-01492-7.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:39953127","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39953127","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NPJ digital medicine","raw_type":null},{"id":"pmh:ark:/13030/qt0q9268tw","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:doaj.org/article:6efab7bbfd374f3886384f0ec4f3ced2","is_oa":true,"landing_page_url":"https://doaj.org/article/6efab7bbfd374f3886384f0ec4f3ced2","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 8, Iss 1, Pp 1-5 (2025)","raw_type":"article"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt0q9268tw","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/0q9268tw","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, vol 8, iss 1","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11828976","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11828976","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-025-01492-7","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01492-7","pdf_url":"https://www.nature.com/articles/s41746-025-01492-7.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407568359.pdf","grobid_xml":"https://content.openalex.org/works/W4407568359.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W1015675232","https://openalex.org/W2341468445","https://openalex.org/W3003257820","https://openalex.org/W3103145119","https://openalex.org/W4226278401","https://openalex.org/W4310568840","https://openalex.org/W6600103761"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"We":[0],"piloted":[1],"using":[2],"Large":[3],"Language":[4],"Models":[5],"(LLMs)":[6],"for":[7,20,34],"organizing":[8],"AMIA":[9],"2024":[10],"Informatics":[11],"Summit.":[12],"LLMs":[13,60],"were":[14],"prompt":[15],"engineered":[16],"to":[17,61],"develop":[18],"algorithms":[19],"reviewer":[21],"assignments,":[22],"group":[23],"presentations":[24],"into":[25],"sessions,":[26],"suggest":[27],"session":[28],"titles,":[29],"and":[30,46,59],"provide":[31],"one-sentence":[32],"summaries":[33],"presentations.":[35],"These":[36],"tools":[37],"substantially":[38],"reduced":[39],"planning":[40],"time":[41],"while":[42],"enhancing":[43],"the":[44,54],"coherence":[45],"efficiency":[47],"of":[48,56],"conference":[49,67],"organization.":[50],"Our":[51],"experience":[52],"shows":[53],"potential":[55],"generative":[57],"AI":[58],"complement":[62],"human":[63],"expertise":[64],"in":[65],"academic":[66],"planning.":[68]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}