{"id":"https://openalex.org/W3093861379","doi":"https://doi.org/10.3233/shti200650","title":"A Novel Method for Validating Multi-Classifiers. A Case Study for ICF-Based Health Status Classification","display_name":"A Novel Method for Validating Multi-Classifiers. A Case Study for ICF-Based Health Status Classification","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3093861379","doi":"https://doi.org/10.3233/shti200650","mag":"3093861379","pmid":"https://pubmed.ncbi.nlm.nih.gov/33087621"},"language":"en","primary_location":{"id":"doi:10.3233/shti200650","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200650","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":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/shti200650","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076945258","display_name":"Federico Sternini","orcid":"https://orcid.org/0000-0002-5510-2296"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Sternini Federico","raw_affiliation_strings":["USE-ME-D srl, I3P Politecnico di Torino"],"affiliations":[{"raw_affiliation_string":"USE-ME-D srl, I3P Politecnico di Torino","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016277608","display_name":"Giuseppe Fenza","orcid":"https://orcid.org/0000-0002-4736-0113"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fenza Giuseppe","raw_affiliation_strings":["Dipartimento di Scienze Aziendali - Management & Innovation Systems, University of Salerno"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze Aziendali - Management & Innovation Systems, University of Salerno","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057854860","display_name":"Domenico Furno","orcid":"https://orcid.org/0009-0007-6937-2864"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Furno Domenico","raw_affiliation_strings":["Riatlas, spin-off company of the University of Salerno"],"affiliations":[{"raw_affiliation_string":"Riatlas, spin-off company of the University of Salerno","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002396698","display_name":"Francesco Jr Orciuoli","orcid":null},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Orciuoli Francesco Jr.","raw_affiliation_strings":["Riatlas, spin-off company of the University of Salerno"],"affiliations":[{"raw_affiliation_string":"Riatlas, spin-off company of the University of Salerno","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036081944","display_name":"Alice Ravizza","orcid":"https://orcid.org/0000-0003-2368-7258"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ravizza Alice","raw_affiliation_strings":["USE-ME-D srl, I3P Politecnico di Torino"],"affiliations":[{"raw_affiliation_string":"USE-ME-D srl, I3P Politecnico di Torino","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023849668","display_name":"Federico Cabitza","orcid":"https://orcid.org/0000-0002-4065-3415"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cabitza Federico","raw_affiliation_strings":["Dipartimento di Informatica, Sistemistica e Comunicazione, Universit\u00e0 degli Studi di Milano-Bicocca"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Sistemistica e Comunicazione, Universit\u00e0 degli Studi di Milano-Bicocca","institution_ids":["https://openalex.org/I66752286"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5076945258"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30134228,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"273","issue":null,"first_page":"252","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.5443000197410583,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.5443000197410583,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6737987995147705},{"id":"https://openalex.org/keywords/international-classification-of-functioning-disability-and-health","display_name":"International Classification of Functioning, Disability and Health","score":0.578945517539978},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5392664074897766},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48986002802848816},{"id":"https://openalex.org/keywords/multi-label-classification","display_name":"Multi-label classification","score":0.4358067810535431},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35025554895401},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1805381178855896},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.10326465964317322}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6737987995147705},{"id":"https://openalex.org/C115219716","wikidata":"https://www.wikidata.org/wiki/Q917426","display_name":"International Classification of Functioning, Disability and Health","level":3,"score":0.578945517539978},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5392664074897766},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48986002802848816},{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.4358067810535431},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35025554895401},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1805381178855896},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.10326465964317322},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D006304","descriptor_name":"Health Status","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006304","descriptor_name":"Health Status","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006304","descriptor_name":"Health Status","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti200650","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200650","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:33087621","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33087621","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":null}],"best_oa_location":{"id":"doi:10.3233/shti200650","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200650","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/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,12,23],"novel":[6],"method":[7],"for":[8,25],"the":[9,17,30,34],"validation":[10],"of":[11,22,33],"multi-classification":[13],"model":[14],"according":[15],"to":[16],"intended":[18],"use":[19],"and":[20,29],"aim":[21],"device":[24],"health":[26],"status":[27],"classification":[28],"clinical":[31],"needs":[32],"practitioners":[35],"involved.":[36]},"counts_by_year":[],"updated_date":"2026-02-25T21:11:00.739837","created_date":"2025-10-10T00:00:00"}
