{"id":"https://openalex.org/W4411088319","doi":"https://doi.org/10.1145/3713081.3731748","title":"Best practice for supply chain in LLM-assisted medical applications","display_name":"Best practice for supply chain in LLM-assisted medical applications","publication_year":2025,"publication_date":"2025-06-06","ids":{"openalex":"https://openalex.org/W4411088319","doi":"https://doi.org/10.1145/3713081.3731748"},"language":"en","primary_location":{"id":"doi:10.1145/3713081.3731748","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3713081.3731748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM SIGSOFT International Symposium on Software Testing and Analysis","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/A5102958575","display_name":"Shengming Zhao","orcid":"https://orcid.org/0009-0007-5035-2206"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Shengming Zhao","raw_affiliation_strings":["University of Alberta, Edmonton, Canada"],"affiliations":[{"raw_affiliation_string":"University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114444406","display_name":"Jiawei Wang","orcid":"https://orcid.org/0009-0001-7367-823X"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jiawei Wang","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102958575"],"corresponding_institution_ids":["https://openalex.org/I154425047"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24168514,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"174","last_page":"177"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13690","display_name":"Quality and Safety in Healthcare","score":0.9506999850273132,"subfield":{"id":"https://openalex.org/subfields/3607","display_name":"Medical Laboratory Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T13690","display_name":"Quality and Safety in Healthcare","score":0.9506999850273132,"subfield":{"id":"https://openalex.org/subfields/3607","display_name":"Medical Laboratory Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13280","display_name":"Biomedical and Engineering Education","score":0.9017999768257141,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.5509483218193054},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4922775328159332},{"id":"https://openalex.org/keywords/best-practice","display_name":"Best practice","score":0.4686073064804077},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.23682036995887756},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.08462110161781311},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.06768125295639038},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.06678900122642517}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.5509483218193054},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4922775328159332},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.4686073064804077},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.23682036995887756},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.08462110161781311},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.06768125295639038},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.06678900122642517}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3713081.3731748","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3713081.3731748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM SIGSOFT International Symposium on Software Testing and Analysis","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2996550193","https://openalex.org/W3101223450","https://openalex.org/W4380291159","https://openalex.org/W4386172820","https://openalex.org/W4388014051","https://openalex.org/W4390974827","https://openalex.org/W4395052272","https://openalex.org/W4395067526","https://openalex.org/W4399567248","https://openalex.org/W4409283601","https://openalex.org/W4410919066"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2002383399","https://openalex.org/W644644594","https://openalex.org/W2506073049","https://openalex.org/W642180557","https://openalex.org/W2780591772","https://openalex.org/W3122105723","https://openalex.org/W1593090812"],"abstract_inverted_index":{"The":[0],"application":[1],"of":[2,28,50,64,73],"large":[3],"language":[4],"models":[5],"in":[6,69],"medical":[7,75],"applications":[8,38],"is":[9],"crucial":[10],"for":[11],"enhancing":[12],"diagnostic":[13],"accuracy,":[14],"improving":[15],"patient":[16],"communication,":[17],"and":[18,33,44,53],"boosting":[19],"healthcare":[20],"efficiency.":[21],"Their":[22],"ability":[23],"to":[24],"process":[25],"vast":[26],"amounts":[27],"data,":[29],"generate":[30],"concise":[31],"information,":[32],"automate":[34],"tasks":[35],"positions":[36],"LLM":[37,74],"as":[39],"transformative":[40],"tools.":[41],"Recent":[42],"studies":[43],"real-world":[45],"examples":[46],"underscore":[47],"the":[48,70],"importance":[49],"delivering":[51],"secure":[52],"responsible":[54],"LLM-assisted":[55],"applications.":[56,76],"In":[57],"this":[58],"manuscript,":[59],"we":[60],"outline":[61],"our":[62],"intention":[63],"uncovering":[65],"best":[66],"software":[67],"practices":[68],"supply":[71],"chain":[72]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
