{"id":"https://openalex.org/W4407833276","doi":"https://doi.org/10.3233/978-1-61499-564-7-862","title":"A Hybrid Approach Using Case-Based Reasoning and Rule-Based Reasoning to Support Cancer Diagnosis: A Pilot Study","display_name":"A Hybrid Approach Using Case-Based Reasoning and Rule-Based Reasoning to Support Cancer Diagnosis: A Pilot Study","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W4407833276","doi":"https://doi.org/10.3233/978-1-61499-564-7-862"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-564-7-862","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-564-7-862","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":null,"license_id":null,"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"],"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/A5055719841","display_name":"M. Satya Sai Ram","orcid":"https://orcid.org/0000-0002-0672-1453"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Saraiva Renata M.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116373847","display_name":"Bezerra Jo atilde o","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bezerra João","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060874120","display_name":"Perkusich Mirko","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Perkusich Mirko","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068379848","display_name":"Almeida Hyggo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Almeida Hyggo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5116373848","display_name":"Siebra Clauirton","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Siebra Clauirton","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5055719841"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44536609,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.6191999912261963,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.6191999912261963,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.6021999716758728,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.5720999836921692,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6494600772857666},{"id":"https://openalex.org/keywords/case-based-reasoning","display_name":"Case-based reasoning","score":0.5987535715103149},{"id":"https://openalex.org/keywords/model-based-reasoning","display_name":"Model-based reasoning","score":0.553566575050354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4707874655723572},{"id":"https://openalex.org/keywords/reasoning-system","display_name":"Reasoning system","score":0.45410239696502686},{"id":"https://openalex.org/keywords/rule-based-system","display_name":"Rule-based system","score":0.4276221990585327},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.11355087161064148}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6494600772857666},{"id":"https://openalex.org/C20162079","wikidata":"https://www.wikidata.org/wiki/Q1151406","display_name":"Case-based reasoning","level":2,"score":0.5987535715103149},{"id":"https://openalex.org/C37335422","wikidata":"https://www.wikidata.org/wiki/Q6888134","display_name":"Model-based reasoning","level":3,"score":0.553566575050354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4707874655723572},{"id":"https://openalex.org/C89288958","wikidata":"https://www.wikidata.org/wiki/Q7301504","display_name":"Reasoning system","level":2,"score":0.45410239696502686},{"id":"https://openalex.org/C149271511","wikidata":"https://www.wikidata.org/wiki/Q1417149","display_name":"Rule-based system","level":2,"score":0.4276221990585327},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.11355087161064148}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/978-1-61499-564-7-862","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-564-7-862","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"}],"best_oa_location":null,"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/W2148216026","https://openalex.org/W2379464034","https://openalex.org/W1646561071","https://openalex.org/W3174035531","https://openalex.org/W1526477225","https://openalex.org/W2145201919","https://openalex.org/W2030043097","https://openalex.org/W2949310178","https://openalex.org/W2368281021","https://openalex.org/W2350158949"],"abstract_inverted_index":{"Recently":[0],"there":[1],"has":[2],"been":[3],"an":[4,160],"increasing":[5],"interest":[6],"in":[7,103],"applying":[8],"information":[9,46],"technology":[10],"to":[11,36,51,61,68,164],"support":[12,37],"the":[13,63,69,76,79,93,96,146],"diagnosis":[14],"of":[15,78,84,95],"diseases":[16],"such":[17],"as":[18,49],"cancer.":[19,85,166],"In":[20],"this":[21,89],"paper,":[22],"we":[23,58,91,112,128,140],"present":[24],"a":[25,82],"hybrid":[26],"approach":[27,158],"using":[28],"case-based":[29],"reasoning":[30,34],"(CBR)":[31],"and":[32,44,126,132],"rule-based":[33],"(RBR)":[35],"cancer":[38],"diagnosis.":[39],"We":[40],"used":[41,59,141],"symptoms,":[42],"signs,":[43],"personal":[45],"from":[47],"patients":[48],"inputs":[50],"our":[52,109,123,138,157],"model.":[53],"To":[54,86,107,121,136],"form":[55],"specialized":[56,130],"diagnoses,":[57],"rules":[60,125],"define":[62,108,122],"input":[64],"factors'":[65],"importance":[66],"according":[67],"patient's":[70],"characteristics.":[71],"The":[72,153],"model's":[73,110,124],"output":[74],"presents":[75],"probability":[77],"patient":[80,115],"having":[81],"type":[83],"carry":[87],"out":[88],"research,":[90],"had":[92],"approval":[94],"ethics":[97],"committee":[98],"at":[99,117,149],"Napoleão":[100,118,150],"Laureano":[101,119,151],"Hospital,":[102],"João":[104],"Pessoa,":[105],"Brazil.":[106],"cases,":[111],"collected":[113,148],"real":[114],"data":[116,147],"Hospital.":[120,152],"weights,":[127],"researched":[129],"literature":[131],"interviewed":[133],"health":[134],"professional.":[135],"validate":[137],"model,":[139],"K-fold":[142],"cross":[143],"validation":[144],"with":[145],"results":[154],"showed":[155],"that":[156],"is":[159],"effective":[161],"CBR":[162],"system":[163],"diagnose":[165]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}