{"id":"https://openalex.org/W134039131","doi":"https://doi.org/10.1007/978-3-319-10265-8_11","title":"On Patient\u2019s Characteristics Extraction for Metabolic Syndrome Diagnosis: Predictive Modelling Based on Machine Learning","display_name":"On Patient\u2019s Characteristics Extraction for Metabolic Syndrome Diagnosis: Predictive Modelling Based on Machine Learning","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W134039131","doi":"https://doi.org/10.1007/978-3-319-10265-8_11","mag":"134039131"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-10265-8_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-10265-8_11","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":"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/A5018983065","display_name":"Franti\u0161ek Babi\u010d","orcid":"https://orcid.org/0000-0003-2225-5955"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Franti\u0161ek Babi\u010d","raw_affiliation_strings":["Technical University of Ko\u0161ice"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Ko\u0161ice","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045132220","display_name":"Ljiljana Trtica Majnari\u0107","orcid":"https://orcid.org/0000-0003-1330-2254"},"institutions":[{"id":"https://openalex.org/I51314090","display_name":"University of Osijek","ror":"https://ror.org/05sw4wc49","country_code":"HR","type":"education","lineage":["https://openalex.org/I51314090"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Ljiljana Majnari\u0107","raw_affiliation_strings":["Josip Juraj Strossmayer University, Osijek, Croatia","Josip Juraj Strossmayer University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Josip Juraj Strossmayer University, Osijek, Croatia","institution_ids":["https://openalex.org/I51314090"]},{"raw_affiliation_string":"Josip Juraj Strossmayer University","institution_ids":["https://openalex.org/I51314090"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089682597","display_name":"Alexandra Luk\u00e1\u010dov\u00e1","orcid":null},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Alexandra Luk\u00e1\u010dov\u00e1","raw_affiliation_strings":["Technical University of Ko\u0161ice"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Ko\u0161ice","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071015069","display_name":"J\u00e1n Parali\u010d","orcid":"https://orcid.org/0000-0002-4603-0411"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"J\u00e1n Parali\u010d","raw_affiliation_strings":["Technical University of Ko\u0161ice"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Ko\u0161ice","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034657358","display_name":"Andreas Holzinger","orcid":"https://orcid.org/0000-0002-6786-5194"},"institutions":[{"id":"https://openalex.org/I202276237","display_name":"Medical University of Graz","ror":"https://ror.org/02n0bts35","country_code":"AT","type":"education","lineage":["https://openalex.org/I202276237"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Andreas Holzinger","raw_affiliation_strings":["Institute for Medical Informatics, Statistics and Documentation Research Unit HCI, Medical University Graz, Graz, Austria","Medical University Graz"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Medical Informatics, Statistics and Documentation Research Unit HCI, Medical University Graz, Graz, Austria","institution_ids":["https://openalex.org/I202276237"]},{"raw_affiliation_string":"Medical University Graz","institution_ids":["https://openalex.org/I202276237"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":8.9333,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.98206278,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"118","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9573000073432922,"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":0.9573000073432922,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.942300021648407,"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/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.91839998960495,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"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/computer-science","display_name":"Computer science","score":0.5843114852905273},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.489957720041275},{"id":"https://openalex.org/keywords/metabolic-syndrome","display_name":"Metabolic syndrome","score":0.4848955273628235},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45083582401275635},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4482448995113373},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2857418358325958},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.17217984795570374},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.06845107674598694},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.06751957535743713}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5843114852905273},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.489957720041275},{"id":"https://openalex.org/C2780578515","wikidata":"https://www.wikidata.org/wiki/Q657193","display_name":"Metabolic syndrome","level":3,"score":0.4848955273628235},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45083582401275635},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4482448995113373},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2857418358325958},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.17217984795570374},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.06845107674598694},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.06751957535743713},{"id":"https://openalex.org/C511355011","wikidata":"https://www.wikidata.org/wiki/Q12174","display_name":"Obesity","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-10265-8_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-10265-8_11","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W3563469","https://openalex.org/W67259458","https://openalex.org/W1963739832","https://openalex.org/W1971126238","https://openalex.org/W1974109692","https://openalex.org/W1974726402","https://openalex.org/W1981560461","https://openalex.org/W1983303180","https://openalex.org/W1999909662","https://openalex.org/W2011368202","https://openalex.org/W2014663082","https://openalex.org/W2022306762","https://openalex.org/W2026550655","https://openalex.org/W2027370678","https://openalex.org/W2044405592","https://openalex.org/W2053590587","https://openalex.org/W2059862716","https://openalex.org/W2060084757","https://openalex.org/W2060939697","https://openalex.org/W2061925808","https://openalex.org/W2062858315","https://openalex.org/W2063116492","https://openalex.org/W2077350268","https://openalex.org/W2086835134","https://openalex.org/W2087333455","https://openalex.org/W2096759065","https://openalex.org/W2103643972","https://openalex.org/W2106773686","https://openalex.org/W2107264399","https://openalex.org/W2118660745","https://openalex.org/W2138235760","https://openalex.org/W2152575748","https://openalex.org/W2165048840","https://openalex.org/W2316279092","https://openalex.org/W2490083709","https://openalex.org/W2789732774","https://openalex.org/W4210956151","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}