{"id":"https://openalex.org/W4411507083","doi":"https://doi.org/10.1007/978-3-031-95841-0_70","title":"Using Large Language Model for Efficient Extraction of Treatment Discontinuation Information","display_name":"Using Large Language Model for Efficient Extraction of Treatment Discontinuation Information","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411507083","doi":"https://doi.org/10.1007/978-3-031-95841-0_70"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-95841-0_70","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-95841-0_70","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5095913324","display_name":"Qingyuan Song","orcid":"https://orcid.org/0000-0002-2999-8690"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Qingyuan Song","raw_affiliation_strings":["Vanderbilt University, Nashville, TN, 37235, USA"],"raw_orcid":"https://orcid.org/0000-0002-2999-8690","affiliations":[{"raw_affiliation_string":"Vanderbilt University, Nashville, TN, 37235, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067895217","display_name":"X. Jessie Yang","orcid":"https://orcid.org/0000-0001-6071-0387"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jessie Yang","raw_affiliation_strings":["Vanderbilt University, Nashville, TN, 37235, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vanderbilt University, Nashville, TN, 37235, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118458148","display_name":"Ndidiamaka Obi","orcid":null},"institutions":[{"id":"https://openalex.org/I118073183","display_name":"Meharry Medical College","ror":"https://ror.org/00k63dq23","country_code":"US","type":"education","lineage":["https://openalex.org/I118073183"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ndidiamaka Obi","raw_affiliation_strings":["Meharry Medical College, Nashville, TN, 37208, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meharry Medical College, Nashville, TN, 37208, USA","institution_ids":["https://openalex.org/I118073183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053675776","display_name":"Congning Ni","orcid":"https://orcid.org/0000-0001-6950-6948"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Congning Ni","raw_affiliation_strings":["Vanderbilt University, Nashville, TN, 37235, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vanderbilt University, Nashville, TN, 37235, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044194506","display_name":"Jeremy L. Warner","orcid":"https://orcid.org/0000-0002-2851-7242"},"institutions":[{"id":"https://openalex.org/I196272386","display_name":"Providence College","ror":"https://ror.org/00rxpqe74","country_code":"US","type":"education","lineage":["https://openalex.org/I196272386"]},{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]},{"id":"https://openalex.org/I2800446032","display_name":"Rhode Island Hospital","ror":"https://ror.org/01aw9fv09","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2800446032","https://openalex.org/I4210151747"]},{"id":"https://openalex.org/I901861585","display_name":"Vanderbilt University Medical Center","ror":"https://ror.org/05dq2gs74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210162197","https://openalex.org/I901861585"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeremy L. Warner","raw_affiliation_strings":["Brown University, Providence, RI, 02912, USA","Rhode Island Hospital, Providence, RI, 02903, USA","Vanderbilt University Medical Center, Nashville, TN, 37232, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brown University, Providence, RI, 02912, USA","institution_ids":["https://openalex.org/I27804330"]},{"raw_affiliation_string":"Rhode Island Hospital, Providence, RI, 02903, USA","institution_ids":["https://openalex.org/I2800446032","https://openalex.org/I196272386"]},{"raw_affiliation_string":"Vanderbilt University Medical Center, Nashville, TN, 37232, USA","institution_ids":["https://openalex.org/I901861585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011155701","display_name":"Qingxia Chen","orcid":"https://orcid.org/0000-0003-0507-1847"},"institutions":[{"id":"https://openalex.org/I901861585","display_name":"Vanderbilt University Medical Center","ror":"https://ror.org/05dq2gs74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210162197","https://openalex.org/I901861585"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qingxia Chen","raw_affiliation_strings":["Vanderbilt University Medical Center, Nashville, TN, 37232, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vanderbilt University Medical Center, Nashville, TN, 37232, USA","institution_ids":["https://openalex.org/I901861585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055367672","display_name":"Lijun Song","orcid":"https://orcid.org/0000-0003-3162-2649"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lijun Song","raw_affiliation_strings":["Vanderbilt University, Nashville, TN, 37235, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vanderbilt University, Nashville, TN, 37235, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067888399","display_name":"S. Trent Rosenbloom","orcid":"https://orcid.org/0000-0001-7455-2260"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]},{"id":"https://openalex.org/I901861585","display_name":"Vanderbilt University Medical Center","ror":"https://ror.org/05dq2gs74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210162197","https://openalex.org/I901861585"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Trent Rosenbloom","raw_affiliation_strings":["Vanderbilt University Medical Center, Nashville, TN, 37232, USA","Vanderbilt University, Nashville, TN, 37235, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vanderbilt University Medical Center, Nashville, TN, 37232, USA","institution_ids":["https://openalex.org/I901861585"]},{"raw_affiliation_string":"Vanderbilt University, Nashville, TN, 37235, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090647314","display_name":"Bradley Malin","orcid":"https://orcid.org/0000-0003-3040-5175"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]},{"id":"https://openalex.org/I901861585","display_name":"Vanderbilt University Medical Center","ror":"https://ror.org/05dq2gs74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210162197","https://openalex.org/I901861585"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bradley A. Malin","raw_affiliation_strings":["Vanderbilt University Medical Center, Nashville, TN, 37232, USA","Vanderbilt University, Nashville, TN, 37235, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vanderbilt University Medical Center, Nashville, TN, 37232, USA","institution_ids":["https://openalex.org/I901861585"]},{"raw_affiliation_string":"Vanderbilt University, Nashville, TN, 37235, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079247989","display_name":"Zhijun Yin","orcid":"https://orcid.org/0000-0002-3075-1337"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]},{"id":"https://openalex.org/I901861585","display_name":"Vanderbilt University Medical Center","ror":"https://ror.org/05dq2gs74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210162197","https://openalex.org/I901861585"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhijun Yin","raw_affiliation_strings":["Vanderbilt University Medical Center, Nashville, TN, 37232, USA","Vanderbilt University, Nashville, TN, 37235, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vanderbilt University Medical Center, Nashville, TN, 37232, USA","institution_ids":["https://openalex.org/I901861585"]},{"raw_affiliation_string":"Vanderbilt University, Nashville, TN, 37235, USA","institution_ids":["https://openalex.org/I200719446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5095913324"],"corresponding_institution_ids":["https://openalex.org/I200719446"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.39614243,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"379","last_page":"383"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11235","display_name":"Statistical Methods in Clinical Trials","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11235","display_name":"Statistical Methods in Clinical Trials","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9800000190734863,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9563000202178955,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8439950942993164},{"id":"https://openalex.org/keywords/discontinuation","display_name":"Discontinuation","score":0.652462899684906},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.5886418223381042},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.5413868427276611},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.42439475655555725},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38224345445632935},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3818039894104004},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3316492736339569},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06419354677200317},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.0582103431224823}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8439950942993164},{"id":"https://openalex.org/C2778715236","wikidata":"https://www.wikidata.org/wiki/Q55622662","display_name":"Discontinuation","level":2,"score":0.652462899684906},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.5886418223381042},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.5413868427276611},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.42439475655555725},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38224345445632935},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3818039894104004},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3316492736339569},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06419354677200317},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.0582103431224823},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-95841-0_70","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-95841-0_70","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1987753117","https://openalex.org/W2055893327","https://openalex.org/W2134839096","https://openalex.org/W4223987855","https://openalex.org/W4229068062","https://openalex.org/W4280576352","https://openalex.org/W4286376851","https://openalex.org/W4322719003","https://openalex.org/W4403087472","https://openalex.org/W4403583132"],"related_works":["https://openalex.org/W2360693916","https://openalex.org/W2464739384","https://openalex.org/W2415484199","https://openalex.org/W4320086256","https://openalex.org/W2419505618","https://openalex.org/W2580334472","https://openalex.org/W3121096891","https://openalex.org/W4409543283","https://openalex.org/W4254834665","https://openalex.org/W2368651715"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
