{"id":"https://openalex.org/W4413051086","doi":"https://doi.org/10.3233/shti251284","title":"CancerCare Navigator: Optimizing Oncology Care with RAG","display_name":"CancerCare Navigator: Optimizing Oncology Care with RAG","publication_year":2025,"publication_date":"2025-08-07","ids":{"openalex":"https://openalex.org/W4413051086","doi":"https://doi.org/10.3233/shti251284","pmid":"https://pubmed.ncbi.nlm.nih.gov/40776301"},"language":"en","primary_location":{"id":"doi:10.3233/shti251284","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti251284","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/shti251284","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Vanessa Miranda","orcid":"https://orcid.org/0009-0003-0005-2978"},"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":"Vanessa Miranda","raw_affiliation_strings":["National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0009-0003-0005-2978","affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042790314","display_name":"Lucas Emanuel Silva e Oliveira","orcid":"https://orcid.org/0000-0003-1811-5087"},"institutions":[{"id":"https://openalex.org/I176838256","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1","ror":"https://ror.org/02x1vjk79","country_code":"BR","type":"education","lineage":["https://openalex.org/I176838256"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas Oliveira","raw_affiliation_strings":["Pontifical Catholic University of Paran\u00e1, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-1811-5087","affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I176838256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110479260","display_name":"Anderson Carlos","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132153","display_name":"Instituto Federal de Goi\u00e1s","ror":"https://ror.org/03gq9pd80","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210132153"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Anderson Carlos","raw_affiliation_strings":["Federal Institute of Goi\u00e1s, Brazil"],"raw_orcid":"https://orcid.org/0009-0001-4637-0301","affiliations":[{"raw_affiliation_string":"Federal Institute of Goi\u00e1s, Brazil","institution_ids":["https://openalex.org/I4210132153"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Al\u00e9xia Mendes","orcid":"https://orcid.org/0009-0002-2805-7394"},"institutions":[{"id":"https://openalex.org/I176838256","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1","ror":"https://ror.org/02x1vjk79","country_code":"BR","type":"education","lineage":["https://openalex.org/I176838256"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Al\u00e9xia Mendes","raw_affiliation_strings":["Pontifical Catholic University of Paran\u00e1, Brazil"],"raw_orcid":"https://orcid.org/0009-0002-2805-7394","affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I176838256"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Christiano Machado Filho","orcid":"https://orcid.org/0009-0008-8732-5874"},"institutions":[{"id":"https://openalex.org/I176838256","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1","ror":"https://ror.org/02x1vjk79","country_code":"BR","type":"education","lineage":["https://openalex.org/I176838256"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Christiano Machado Filho","raw_affiliation_strings":["Pontifical Catholic University of Paran\u00e1, Brazil"],"raw_orcid":"https://orcid.org/0009-0008-8732-5874","affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I176838256"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ana Dziedicz da Silva","orcid":"https://orcid.org/0009-0009-7726-4518"},"institutions":[{"id":"https://openalex.org/I176838256","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1","ror":"https://ror.org/02x1vjk79","country_code":"BR","type":"education","lineage":["https://openalex.org/I176838256"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ana Dziedicz da Silva","raw_affiliation_strings":["Pontifical Catholic University of Paran\u00e1, Brazil"],"raw_orcid":"https://orcid.org/0009-0009-7726-4518","affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I176838256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084675577","display_name":"E. Paulo Pinto","orcid":null},"institutions":[{"id":"https://openalex.org/I176838256","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1","ror":"https://ror.org/02x1vjk79","country_code":"BR","type":"education","lineage":["https://openalex.org/I176838256"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Enzo Pinto","raw_affiliation_strings":["Pontifical Catholic University of Paran\u00e1, Brazil"],"raw_orcid":"https://orcid.org/0009-0007-1492-6225","affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I176838256"]}]},{"author_position":"last","author":{"id":null,"display_name":"Beatriz Branco","orcid":"https://orcid.org/0009-0009-6357-6465"},"institutions":[{"id":"https://openalex.org/I176838256","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1","ror":"https://ror.org/02x1vjk79","country_code":"BR","type":"education","lineage":["https://openalex.org/I176838256"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Beatriz Branco","raw_affiliation_strings":["Pontifical Catholic University of Paran\u00e1, Brazil"],"raw_orcid":"https://orcid.org/0009-0009-6357-6465","affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I176838256"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31404721,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"329","issue":null,"first_page":"1930","last_page":"1931"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9854000210762024,"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"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9854000210762024,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9807999730110168,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.972599983215332,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/precision-oncology","display_name":"Precision oncology","score":0.467821329832077},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4524945914745331},{"id":"https://openalex.org/keywords/prostate-cancer","display_name":"Prostate cancer","score":0.43960684537887573},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4077955484390259},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.39048606157302856},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.38985979557037354},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.26601099967956543},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.17782163619995117}],"concepts":[{"id":"https://openalex.org/C3020497934","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision oncology","level":3,"score":0.467821329832077},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4524945914745331},{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.43960684537887573},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4077955484390259},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.39048606157302856},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.38985979557037354},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.26601099967956543},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.17782163619995117}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":true},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":true},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":true},{"descriptor_ui":"D062526","descriptor_name":"Patient Navigation","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":true},{"descriptor_ui":"D062526","descriptor_name":"Patient Navigation","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":true},{"descriptor_ui":"D062526","descriptor_name":"Patient Navigation","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti251284","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti251284","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:40776301","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40776301","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in health technology and informatics","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.3233/shti251284","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti251284","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725"],"abstract_inverted_index":{"The":[0],"CancerCare":[1],"Navigator":[2],"leverages":[3],"Retrieval-Augmented":[4],"Generation":[5],"(RAG)":[6],"and":[7,20,32],"Large":[8],"Language":[9],"Models":[10],"(LLMs)":[11],"to":[12,28,36],"provide":[13],"personalized,":[14],"evidence-based":[15],"recommendations":[16],"for":[17],"breast,":[18],"lung,":[19],"prostate":[21],"cancers.":[22],"This":[23],"paper":[24],"highlights":[25],"ongoing":[26],"research":[27],"enhance":[29],"retrieval":[30],"precision":[31],"improve":[33],"contextual":[34],"understanding":[35],"refine":[37],"its":[38],"application":[39],"in":[40],"oncology":[41],"care.":[42]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
