{"id":"https://openalex.org/W4382243866","doi":"https://doi.org/10.1007/978-3-031-36024-4_13","title":"Supervised Machine Learning Techniques Applied to Medical Records Toward the Diagnosis of Rare Autoimmune Diseases","display_name":"Supervised Machine Learning Techniques Applied to Medical Records Toward the Diagnosis of Rare Autoimmune Diseases","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4382243866","doi":"https://doi.org/10.1007/978-3-031-36024-4_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-36024-4_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-36024-4_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5038529047","display_name":"Pedro Emilio Andrade Martins","orcid":"https://orcid.org/0000-0002-4821-7968"},"institutions":[{"id":"https://openalex.org/I4210156537","display_name":"Clinics Hospital of Ribeir\u00e3o Preto","ror":"https://ror.org/04n6fhj26","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I17974374","https://openalex.org/I4210156537"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Pedro Emilio Andrade Martins","raw_affiliation_strings":["Health Intelligence Laboratory, Ribeir\u00e3o Preto Medical School, Ribeir\u00e3o Preto, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-4821-7968","affiliations":[{"raw_affiliation_string":"Health Intelligence Laboratory, Ribeir\u00e3o Preto Medical School, Ribeir\u00e3o Preto, Brazil","institution_ids":["https://openalex.org/I4210156537"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046249653","display_name":"M\u00e1rcio Eloi Colombo Filho","orcid":"https://orcid.org/0000-0003-3779-0192"},"institutions":[{"id":"https://openalex.org/I4210156537","display_name":"Clinics Hospital of Ribeir\u00e3o Preto","ror":"https://ror.org/04n6fhj26","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I17974374","https://openalex.org/I4210156537"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"M\u00e1rcio Eloi Colombo Filho","raw_affiliation_strings":["Health Intelligence Laboratory, Ribeir\u00e3o Preto Medical School, Ribeir\u00e3o Preto, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-3779-0192","affiliations":[{"raw_affiliation_string":"Health Intelligence Laboratory, Ribeir\u00e3o Preto Medical School, Ribeir\u00e3o Preto, Brazil","institution_ids":["https://openalex.org/I4210156537"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033115684","display_name":"Ana Clara de Andrade Mioto","orcid":"https://orcid.org/0000-0003-4475-1984"},"institutions":[{"id":"https://openalex.org/I4210156537","display_name":"Clinics Hospital of Ribeir\u00e3o Preto","ror":"https://ror.org/04n6fhj26","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I17974374","https://openalex.org/I4210156537"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ana Clara de Andrade Mioto","raw_affiliation_strings":["Health Intelligence Laboratory, Ribeir\u00e3o Preto Medical School, Ribeir\u00e3o Preto, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-4475-1984","affiliations":[{"raw_affiliation_string":"Health Intelligence Laboratory, Ribeir\u00e3o Preto Medical School, Ribeir\u00e3o Preto, Brazil","institution_ids":["https://openalex.org/I4210156537"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049124896","display_name":"Filipe Andrade Bernardi","orcid":"https://orcid.org/0000-0002-9597-5470"},"institutions":[{"id":"https://openalex.org/I4210156537","display_name":"Clinics Hospital of Ribeir\u00e3o Preto","ror":"https://ror.org/04n6fhj26","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I17974374","https://openalex.org/I4210156537"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Filipe Andrade Bernardi","raw_affiliation_strings":["Health Intelligence Laboratory, Ribeir\u00e3o Preto Medical School, Ribeir\u00e3o Preto, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-9597-5470","affiliations":[{"raw_affiliation_string":"Health Intelligence Laboratory, Ribeir\u00e3o Preto Medical School, Ribeir\u00e3o Preto, Brazil","institution_ids":["https://openalex.org/I4210156537"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004054624","display_name":"Vin\u00edcius Lima","orcid":"https://orcid.org/0000-0002-2467-358X"},"institutions":[{"id":"https://openalex.org/I4210156537","display_name":"Clinics Hospital of Ribeir\u00e3o Preto","ror":"https://ror.org/04n6fhj26","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I17974374","https://openalex.org/I4210156537"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Vin\u00edcius Costa Lima","raw_affiliation_strings":["Health Intelligence Laboratory, Ribeir\u00e3o Preto Medical School, Ribeir\u00e3o Preto, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-2467-358X","affiliations":[{"raw_affiliation_string":"Health Intelligence Laboratory, Ribeir\u00e3o Preto Medical School, Ribeir\u00e3o Preto, Brazil","institution_ids":["https://openalex.org/I4210156537"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040691205","display_name":"T\u00eamis Maria F\u00e9lix","orcid":"https://orcid.org/0000-0002-8401-6821"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"T\u00eamis Maria F\u00e9lix","raw_affiliation_strings":["Medical Genetics Service, Porto Alegre Clinical Hospital, Porto Alegre, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-8401-6821","affiliations":[{"raw_affiliation_string":"Medical Genetics Service, Porto Alegre Clinical Hospital, Porto Alegre, Brazil","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054057712","display_name":"Domingos Alves","orcid":"https://orcid.org/0000-0002-0800-5872"},"institutions":[{"id":"https://openalex.org/I4210156537","display_name":"Clinics Hospital of Ribeir\u00e3o Preto","ror":"https://ror.org/04n6fhj26","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I17974374","https://openalex.org/I4210156537"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Domingos Alves","raw_affiliation_strings":["Department of Social Medicine, Ribeir\u00e3o Preto Medical School, Ribeir\u00e3o Preto, Brazil","Health Intelligence Laboratory, Ribeir\u00e3o Preto Medical School, Ribeir\u00e3o Preto, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-0800-5872","affiliations":[{"raw_affiliation_string":"Department of Social Medicine, Ribeir\u00e3o Preto Medical School, Ribeir\u00e3o Preto, Brazil","institution_ids":["https://openalex.org/I4210156537"]},{"raw_affiliation_string":"Health Intelligence Laboratory, Ribeir\u00e3o Preto Medical School, Ribeir\u00e3o Preto, Brazil","institution_ids":["https://openalex.org/I4210156537"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5038529047"],"corresponding_institution_ids":["https://openalex.org/I4210156537"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":16.4232,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.98501873,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"170","last_page":"184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11330","display_name":"Systemic Sclerosis and Related Diseases","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11330","display_name":"Systemic Sclerosis and Related Diseases","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"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/T10308","display_name":"Systemic Lupus Erythematosus Research","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/T11503","display_name":"Cytokine Signaling Pathways and Interactions","score":0.9900000095367432,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6457192301750183},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5992125868797302},{"id":"https://openalex.org/keywords/autoimmune-hepatitis","display_name":"Autoimmune hepatitis","score":0.5909092426300049},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5639024376869202},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5504813194274902},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.5255721211433411},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5126461386680603},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.48558157682418823},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46496301889419556},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.4451608657836914},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4226447343826294},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.18237560987472534},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.13812744617462158}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6457192301750183},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5992125868797302},{"id":"https://openalex.org/C2777203481","wikidata":"https://www.wikidata.org/wiki/Q786844","display_name":"Autoimmune hepatitis","level":3,"score":0.5909092426300049},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5639024376869202},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5504813194274902},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.5255721211433411},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5126461386680603},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.48558157682418823},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46496301889419556},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.4451608657836914},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4226447343826294},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.18237560987472534},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.13812744617462158}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-36024-4_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-36024-4_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1579942073","https://openalex.org/W1968086462","https://openalex.org/W1983828007","https://openalex.org/W2038259261","https://openalex.org/W2072204165","https://openalex.org/W2081301859","https://openalex.org/W2096205487","https://openalex.org/W2103927662","https://openalex.org/W2144246750","https://openalex.org/W2163960003","https://openalex.org/W2506739566","https://openalex.org/W2615446166","https://openalex.org/W2789940367","https://openalex.org/W2795965837","https://openalex.org/W2904925223","https://openalex.org/W3010274200","https://openalex.org/W3033581476","https://openalex.org/W3043374725","https://openalex.org/W3112861857","https://openalex.org/W4285263659","https://openalex.org/W4306399516","https://openalex.org/W6642127655"],"related_works":["https://openalex.org/W2175148789","https://openalex.org/W2527185960","https://openalex.org/W2913111785","https://openalex.org/W2060683156","https://openalex.org/W2742611174","https://openalex.org/W4389292107","https://openalex.org/W1968538527","https://openalex.org/W2602990218","https://openalex.org/W2245747428","https://openalex.org/W2043241239"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}