{"id":"https://openalex.org/W7151400514","doi":"https://doi.org/10.1109/icmla66185.2025.00216","title":"Improving Robustness of Large Language Models Used in Healthcare Through Prompt Engineering","display_name":"Improving Robustness of Large Language Models Used in Healthcare Through Prompt Engineering","publication_year":2025,"publication_date":"2025-12-03","ids":{"openalex":"https://openalex.org/W7151400514","doi":"https://doi.org/10.1109/icmla66185.2025.00216"},"language":null,"primary_location":{"id":"doi:10.1109/icmla66185.2025.00216","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmla66185.2025.00216","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Machine Learning and Applications (ICMLA)","raw_type":"proceedings-article"},"type":"article","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/A5133146256","display_name":"Jonathan O\u2019Berry","orcid":null},"institutions":[{"id":"https://openalex.org/I11874761","display_name":"University of North Florida","ror":"https://ror.org/01j903a45","country_code":"US","type":"education","lineage":["https://openalex.org/I11874761"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jonathan O\u2019Berry","raw_affiliation_strings":["University of North Florida,School of Computing,Jacksonville,Florida,USA"],"affiliations":[{"raw_affiliation_string":"University of North Florida,School of Computing,Jacksonville,Florida,USA","institution_ids":["https://openalex.org/I11874761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010719226","display_name":"Indika Kahanda","orcid":"https://orcid.org/0000-0002-4536-6917"},"institutions":[{"id":"https://openalex.org/I11874761","display_name":"University of North Florida","ror":"https://ror.org/01j903a45","country_code":"US","type":"education","lineage":["https://openalex.org/I11874761"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Indika Kahanda","raw_affiliation_strings":["University of North Florida,School of Computing,Jacksonville,Florida,USA"],"affiliations":[{"raw_affiliation_string":"University of North Florida,School of Computing,Jacksonville,Florida,USA","institution_ids":["https://openalex.org/I11874761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083120673","display_name":"Upulee Kanewala","orcid":"https://orcid.org/0000-0002-5954-1616"},"institutions":[{"id":"https://openalex.org/I11874761","display_name":"University of North Florida","ror":"https://ror.org/01j903a45","country_code":"US","type":"education","lineage":["https://openalex.org/I11874761"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Upulee Kanewala","raw_affiliation_strings":["University of North Florida,School of Computing,Jacksonville,Florida,USA"],"affiliations":[{"raw_affiliation_string":"University of North Florida,School of Computing,Jacksonville,Florida,USA","institution_ids":["https://openalex.org/I11874761"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5133146256"],"corresponding_institution_ids":["https://openalex.org/I11874761"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.87336536,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1417","last_page":"1422"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.46140000224113464,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.46140000224113464,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.10729999840259552,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.026399999856948853,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6107000112533569},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.41589999198913574},{"id":"https://openalex.org/keywords/modeling-language","display_name":"Modeling language","score":0.3158000111579895},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.2809999883174896},{"id":"https://openalex.org/keywords/healthcare-system","display_name":"Healthcare system","score":0.2784000039100647}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6517000198364258},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6107000112533569},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.41589999198913574},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3409999907016754},{"id":"https://openalex.org/C179603123","wikidata":"https://www.wikidata.org/wiki/Q1941921","display_name":"Modeling language","level":3,"score":0.3158000111579895},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.2809999883174896},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.2784000039100647},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2614000141620636},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.25450000166893005},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.25380000472068787},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25380000472068787}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmla66185.2025.00216","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmla66185.2025.00216","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Machine Learning and Applications (ICMLA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310869","display_name":"University of North Florida","ror":"https://ror.org/01j903a45"},{"id":"https://openalex.org/F4320334111","display_name":"Innovation Fund","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-08T06:07:18.267832","created_date":"2026-04-08T00:00:00"}
