{"id":"https://openalex.org/W7171502811","doi":"https://doi.org/10.1145/3807503.3820003","title":"A Hybrid Framework Integrating REDCap and LLMs for the Optimization of Surgical Workflows and Evidence-Based Clinical Governance","display_name":"A Hybrid Framework Integrating REDCap and LLMs for the Optimization of Surgical Workflows and Evidence-Based Clinical Governance","publication_year":2026,"publication_date":"2026-06-30","ids":{"openalex":"https://openalex.org/W7171502811","doi":"https://doi.org/10.1145/3807503.3820003"},"language":null,"primary_location":{"id":"doi:10.1145/3807503.3820003","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3807503.3820003","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3807503.3820003","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007691618","display_name":"Raffaele Giancotti","orcid":"https://orcid.org/0009-0000-3906-9214"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Raffaele Giancotti","raw_affiliation_strings":["University of Calabria, Rende, Italy"],"raw_orcid":"https://orcid.org/0009-0000-3906-9214","affiliations":[{"raw_affiliation_string":"University of Calabria, Rende, Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115840112","display_name":"Maria Ghita Cassano","orcid":null},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Ghita Cassano","raw_affiliation_strings":["University of Catanzaro, Catanzaro, Italy"],"raw_orcid":"https://orcid.org/0009-0002-1843-8919","affiliations":[{"raw_affiliation_string":"University of Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116413533","display_name":"Federica Mirabelli","orcid":null},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federica Mirabelli","raw_affiliation_strings":["University of Calabria, Rende, Italy"],"raw_orcid":"https://orcid.org/0009-0005-7372-4661","affiliations":[{"raw_affiliation_string":"University of Calabria, Rende, Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5143777980","display_name":"Elisabetta Anello","orcid":"https://orcid.org/0009-0009-9985-7293"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elisabetta Anello","raw_affiliation_strings":["University of Calabria, Rende, Italy"],"raw_orcid":"https://orcid.org/0009-0009-9985-7293","affiliations":[{"raw_affiliation_string":"University of Calabria, Rende, Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077594815","display_name":"Patrizia Vizza","orcid":"https://orcid.org/0000-0002-0014-478X"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Patrizia Vizza","raw_affiliation_strings":["University of Calabria, Rende, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0014-478X","affiliations":[{"raw_affiliation_string":"University of Calabria, Rende, Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087181065","display_name":"Giuseppe Tradigo","orcid":"https://orcid.org/0000-0002-1367-8676"},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Tradigo","raw_affiliation_strings":["University of Catanzaro, Catanzaro, Italy"],"raw_orcid":"https://orcid.org/0000-0002-1367-8676","affiliations":[{"raw_affiliation_string":"University of Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7305999994277954},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.5030999779701233},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.3815999925136566},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.34619998931884766},{"id":"https://openalex.org/keywords/clinical-governance","display_name":"Clinical governance","score":0.3431999981403351},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.3393000066280365}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7305999994277954},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.5552999973297119},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.5030999779701233},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.46219998598098755},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4339999854564667},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3815999925136566},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3815999925136566},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.365200012922287},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.34619998931884766},{"id":"https://openalex.org/C2777896688","wikidata":"https://www.wikidata.org/wiki/Q3773715","display_name":"Clinical governance","level":3,"score":0.3431999981403351},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.3393000066280365},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.3382999897003174},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.31470000743865967},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2865999937057495},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.28450000286102295},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.27880001068115234},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2547999918460846},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.2522999942302704}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3807503.3820003","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3807503.3820003","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3807503.3820003","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3807503.3820003","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2944434778","https://openalex.org/W4205164650","https://openalex.org/W4362474801","https://openalex.org/W4384071683","https://openalex.org/W4389703161","https://openalex.org/W4412785405"],"related_works":[],"abstract_inverted_index":{"The":[0],"progressive":[1],"digitalization":[2],"of":[3,8],"clinical":[4,86,92],"practice":[5],"generates":[6],"amounts":[7],"clinical,":[9],"administrative,":[10],"and":[11,25,30,42,54,80,94],"process-related":[12],"data":[13,23,87],"across":[14],"multiple":[15],"layers,":[16],"including":[17],"patient":[18,44],"demographics,":[19],"preoperative":[20],"assessment,":[21],"intraoperative":[22],"acquisitions":[24],"analysis":[26],"results,":[27],"postoperative":[28],"outcomes,":[29],"scheduling":[31],"constraints":[32],"(e.g.,":[33],"therapeutic).":[34],"Furthermore,":[35],"Patient-facing":[36],"technologies":[37],"are":[38],"revolutionizing":[39],"personalized":[40],"healthcare":[41],"continuous":[43],"monitoring,":[45],"helping":[46],"in":[47,66],"narrowing":[48],"the":[49,56],"gap":[50],"towards":[51],"Precision":[52],"Medicine":[53],"widening":[55],"opportunities":[57],"to":[58,83],"acquire":[59],"large":[60],"datasets":[61],"on":[62],"specific":[63],"patient\u2019s":[64],"populations":[65],"short":[67],"time.":[68],"We":[69],"propose":[70],"a":[71],"novel":[72],"hybrid":[73],"architecture":[74],"that":[75],"integrates":[76],"REDCap":[77],"with":[78],"LLM":[79],"RAG":[81],"layers":[82],"convert":[84,95],"raw":[85,96],"into":[88],"actionable":[89],"insights,":[90],"optimizing":[91],"workflows":[93],"evidence-based":[97],"governance.":[98]},"counts_by_year":[],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2026-07-29T00:00:00"}
