{"id":"https://openalex.org/W7138835836","doi":"https://doi.org/10.1109/globecom59602.2025.11431669","title":"ONCO-LLM: A Novel Framework for Bridging the Cancer Patients\u2019 QoL Data Management Gap Using Agentic Large Language Models and RAG-Enhanced Continuous Monitoring","display_name":"ONCO-LLM: A Novel Framework for Bridging the Cancer Patients\u2019 QoL Data Management Gap Using Agentic Large Language Models and RAG-Enhanced Continuous Monitoring","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7138835836","doi":"https://doi.org/10.1109/globecom59602.2025.11431669"},"language":null,"primary_location":{"id":"doi:10.1109/globecom59602.2025.11431669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom59602.2025.11431669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2025 - 2025 IEEE Global Communications Conference","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/A5100674576","display_name":"Md. Abdur Rahman","orcid":"https://orcid.org/0000-0002-4105-0368"},"institutions":[{"id":"https://openalex.org/I4210151290","display_name":"Islamic University of Madinah","ror":"https://ror.org/03rcp1y74","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210151290"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Md Abdur Rahman","raw_affiliation_strings":["University of Prince Mugrin,Cyber Security and Forensic Computing Department,Madinah,Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"University of Prince Mugrin,Cyber Security and Forensic Computing Department,Madinah,Saudi Arabia","institution_ids":["https://openalex.org/I4210151290"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129908542","display_name":"M. Minhaz Rahman","orcid":null},"institutions":[{"id":"https://openalex.org/I1307585291","display_name":"Khulna University of Engineering and Technology","ror":"https://ror.org/04y58d606","country_code":"BD","type":"education","lineage":["https://openalex.org/I1307585291"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"M. Minhaz Rahman","raw_affiliation_strings":["Khulna University of Engineering &#x0026; Technology,Department of Computer Science and Engineering,Khulna,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Khulna University of Engineering &#x0026; Technology,Department of Computer Science and Engineering,Khulna,Bangladesh","institution_ids":["https://openalex.org/I1307585291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129936116","display_name":"M. Shamim Hossain","orcid":null},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"M. Shamim Hossain","raw_affiliation_strings":["King Saud University,College of Computer and Information Sciences,Department of Software Engineering,Riyadh,Saudi Arabia,12372"],"affiliations":[{"raw_affiliation_string":"King Saud University,College of Computer and Information Sciences,Department of Software Engineering,Riyadh,Saudi Arabia,12372","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083612024","display_name":"Selwa A.F. Al-Hazzaa","orcid":null},"institutions":[{"id":"https://openalex.org/I1284598098","display_name":"King Abdulaziz City for Science and Technology","ror":"https://ror.org/05tdz6m39","country_code":"SA","type":"facility","lineage":["https://openalex.org/I1284598098"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Selwa Al-Hazzaa","raw_affiliation_strings":["King Abdulaziz City for Science and Technology (KACST),Digital Innovation,Riyadh,Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"King Abdulaziz City for Science and Technology (KACST),Digital Innovation,Riyadh,Saudi Arabia","institution_ids":["https://openalex.org/I1284598098"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100674576"],"corresponding_institution_ids":["https://openalex.org/I4210151290"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.88085891,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"344","last_page":"349"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.6355000138282776,"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":0.6355000138282776,"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/T10178","display_name":"Cancer survivorship and care","score":0.05400000140070915,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T12246","display_name":"Chronic Disease Management Strategies","score":0.04650000110268593,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.839900016784668},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.5015000104904175},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.42260000109672546},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.42100000381469727},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.390500009059906},{"id":"https://openalex.org/keywords/remote-patient-monitoring","display_name":"Remote patient monitoring","score":0.3815000057220459},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.3596000075340271},{"id":"https://openalex.org/keywords/prom","display_name":"Prom","score":0.35190001130104065}],"concepts":[{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.839900016784668},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.5015000104904175},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49939998984336853},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.42260000109672546},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.42100000381469727},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.390500009059906},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.3815000057220459},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36880001425743103},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3596000075340271},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3564999997615814},{"id":"https://openalex.org/C2777364248","wikidata":"https://www.wikidata.org/wiki/Q1150737","display_name":"Prom","level":2,"score":0.35190001130104065},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.34769999980926514},{"id":"https://openalex.org/C2779951463","wikidata":"https://www.wikidata.org/wiki/Q7268788","display_name":"Quality of life (healthcare)","level":2,"score":0.3257000148296356},{"id":"https://openalex.org/C71405471","wikidata":"https://www.wikidata.org/wiki/Q757012","display_name":"Quality management","level":3,"score":0.30820000171661377},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.30390000343322754},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.30379998683929443},{"id":"https://openalex.org/C2779328685","wikidata":"https://www.wikidata.org/wiki/Q1475557","display_name":"Patient safety","level":3,"score":0.29739999771118164},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2822999954223633},{"id":"https://openalex.org/C2776902269","wikidata":"https://www.wikidata.org/wiki/Q5165493","display_name":"Continuous monitoring","level":2,"score":0.27880001068115234},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.2752000093460083},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.2535000145435333}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom59602.2025.11431669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom59602.2025.11431669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2025 - 2025 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2047101195","https://openalex.org/W2115495766","https://openalex.org/W2587851012","https://openalex.org/W2620925856","https://openalex.org/W2906311950","https://openalex.org/W3047095708","https://openalex.org/W4391974622","https://openalex.org/W4401943355","https://openalex.org/W4405710300","https://openalex.org/W4407449977","https://openalex.org/W4408324492","https://openalex.org/W4408324547"],"related_works":[],"abstract_inverted_index":{"Continuous":[0],"and":[1,22,48,63,73,89,106,140,161,185,192],"accurate":[2],"monitoring":[3,47],"of":[4,8,95,158],"cancer":[5,29,189],"patients\u2019":[6,39],"Quality":[7],"Life":[9],"(QoL)-related":[10],"health":[11,118],"status,":[12],"including":[13],"Patient-Reported":[14,18],"Experience":[15],"Measures":[16,20],"(PREM),":[17],"Outcome":[19],"(PROM),":[21],"co-morbidity":[23],"occurrences,":[24],"is":[25,66],"vital":[26],"for":[27,100],"effective":[28],"management.":[30],"Traditionally,":[31],"oncologists":[32],"only":[33],"access":[34],"these":[35],"critical":[36,70],"insights":[37],"during":[38],"physical":[40],"visits,":[41],"leading":[42],"to":[43,130],"gaps":[44],"in":[45],"real-time":[46,182],"delayed":[49],"interventions.":[50],"Since":[51],"patients":[52],"primarily":[53],"remain":[54],"at":[55],"home,":[56],"structured":[57],"QoL":[58,103,138,159],"data":[59,104,160,173],"collection":[60,105],"using":[61,83],"PREM":[62],"PROM":[64],"instruments":[65],"often":[67],"absent,":[68],"leaving":[69],"side":[71],"effects":[72],"comorbidities":[74],"undocumented.":[75],"This":[76],"paper":[77],"presents":[78],"ONCO-LLM,":[79],"an":[80],"innovative":[81],"framework":[82,154],"agentic":[84],"Large":[85],"Language":[86],"Models":[87],"(LLMs)":[88],"Retrieval-Augmented":[90],"Generation":[91],"(RAG)":[92],"over":[93],"Internet":[94],"Medical":[96],"Things":[97],"(IoMT)":[98],"networks":[99],"seamless":[101],"in-home":[102],"integration.":[107],"ONCO-LLM":[108,168],"enhances":[109,175],"patient-doctor":[110],"communication":[111],"via":[112],"AI-driven":[113],"interactive":[114],"conversations,":[115],"enabling":[116],"continuous":[117,179],"status":[119],"updates.":[120],"Diversified":[121],"AI":[122],"agents":[123],"within":[124],"the":[125,153,171],"LLM-RAG":[126],"architecture":[127],"collaboratively":[128],"communicate":[129],"parse":[131],"multimodal":[132],"Electronic":[133],"Health":[134],"Records":[135],"(EHR),":[136],"synthesize":[137],"data,":[139],"dynamically":[141],"integrate":[142],"patient":[143,172,176],"information":[144],"into":[145],"treatment":[146],"profiles.":[147],"Leveraging":[148],"secure,":[149],"efficient":[150],"IoMT":[151],"communication,":[152,180],"ensures":[155],"timely":[156],"transmission":[157],"actionable":[162],"medical":[163],"insights.":[164],"Preliminary":[165],"evaluation":[166],"demonstrates":[167],"effectively":[169],"bridges":[170],"gap,":[174],"engagement":[177],"through":[178],"supports":[181],"clinical":[183],"decisions,":[184],"significantly":[186],"improves":[187],"overall":[188],"care":[190],"quality":[191],"outcomes.":[193]},"counts_by_year":[],"updated_date":"2026-03-20T20:54:20.808490","created_date":"2026-03-20T00:00:00"}
