{"id":"https://openalex.org/W7166144786","doi":"https://doi.org/10.1007/978-3-032-29924-6_17","title":"Vasculitis Outcome Prediction Using Machine Learning and Federated Learning","display_name":"Vasculitis Outcome Prediction Using Machine Learning and Federated Learning","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7166144786","doi":"https://doi.org/10.1007/978-3-032-29924-6_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-29924-6_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29924-6_17","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/A5053086714","display_name":"Kamil Wozniak","orcid":"https://orcid.org/0000-0002-2342-3407"},"institutions":[{"id":"https://openalex.org/I4210090147","display_name":"Uniwersytecki Szpital Dzieci\u0119cy","ror":"https://ror.org/009x1kj44","country_code":"PL","type":"healthcare","lineage":["https://openalex.org/I4210090147"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Kamil Wo\u017aniak","raw_affiliation_strings":["Sano - Centre for Personalised Computational Medicine, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sano - Centre for Personalised Computational Medicine, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I4210090147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030968598","display_name":"Tadeusz Sat\u0142awa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090147","display_name":"Uniwersytecki Szpital Dzieci\u0119cy","ror":"https://ror.org/009x1kj44","country_code":"PL","type":"healthcare","lineage":["https://openalex.org/I4210090147"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Tadeusz Sat\u0142awa","raw_affiliation_strings":["Sano - Centre for Personalised Computational Medicine, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sano - Centre for Personalised Computational Medicine, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I4210090147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005133631","display_name":"Krzysztof W\u00f3jcik","orcid":"https://orcid.org/0000-0001-9786-2499"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof W\u00f3jcik","raw_affiliation_strings":["Prof A. Szczeklik 2nd Chair of Internal Medicine, Department of Allergy, Autoimmunization and Hypercoagulation, Jagiellonian University Medical College, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Prof A. Szczeklik 2nd Chair of Internal Medicine, Department of Allergy, Autoimmunization and Hypercoagulation, Jagiellonian University Medical College, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I126596746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027214010","display_name":"Krystyna Milian","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090147","display_name":"Uniwersytecki Szpital Dzieci\u0119cy","ror":"https://ror.org/009x1kj44","country_code":"PL","type":"healthcare","lineage":["https://openalex.org/I4210090147"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krystyna Milian","raw_affiliation_strings":["Sano - Centre for Personalised Computational Medicine, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sano - Centre for Personalised Computational Medicine, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I4210090147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053746593","display_name":"Sabina Licho\u0142ai","orcid":"https://orcid.org/0000-0001-7008-2492"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Sabina Licho\u0142ai","raw_affiliation_strings":["Academic Computer Centre Cyfronet, AGH University of Science and Technology, Krak\u00f3w, Poland","Division of Molecular Biology and Clinical Genetics, Jagiellonian University Medical College, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academic Computer Centre Cyfronet, AGH University of Science and Technology, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"Division of Molecular Biology and Clinical Genetics, Jagiellonian University Medical College, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I126596746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045103038","display_name":"Tomasz Guba\u0142a","orcid":"https://orcid.org/0000-0002-3822-5163"},"institutions":[{"id":"https://openalex.org/I4210090147","display_name":"Uniwersytecki Szpital Dzieci\u0119cy","ror":"https://ror.org/009x1kj44","country_code":"PL","type":"healthcare","lineage":["https://openalex.org/I4210090147"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Tomasz Guba\u0142a","raw_affiliation_strings":["Sano - Centre for Personalised Computational Medicine, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sano - Centre for Personalised Computational Medicine, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I4210090147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006652634","display_name":"Grzegorz Biedro\u0144","orcid":"https://orcid.org/0000-0002-2643-9818"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Grzegorz Biedro\u0144","raw_affiliation_strings":["Department of Rheumatology and Immunology, Jagiellonian University Medical College, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rheumatology and Immunology, Jagiellonian University Medical College, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I126596746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059656973","display_name":"Katarzyna Wawrzycka\u2010Adamczyk","orcid":"https://orcid.org/0000-0002-1439-1474"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Katarzyna Wawrzycka-Adamczyk","raw_affiliation_strings":["Center for the Development of Therapies for Civilization and Age-Related Diseases, Jagiellonian University Medical College, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for the Development of Therapies for Civilization and Age-Related Diseases, Jagiellonian University Medical College, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I126596746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018683924","display_name":"Stanis\u0142awa Bazan\u2010Socha","orcid":"https://orcid.org/0000-0001-9634-0963"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Stanis\u0142awa Bazan-Socha","raw_affiliation_strings":["Prof A. Szczeklik 2nd Chair of Internal Medicine, Department of Allergy, Autoimmunization and Hypercoagulation, Jagiellonian University Medical College, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Prof A. Szczeklik 2nd Chair of Internal Medicine, Department of Allergy, Autoimmunization and Hypercoagulation, Jagiellonian University Medical College, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I126596746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063771400","display_name":"Anna Masiak","orcid":"https://orcid.org/0000-0001-6687-2408"},"institutions":[{"id":"https://openalex.org/I75124487","display_name":"Gda\u0144sk Medical University","ror":"https://ror.org/019sbgd69","country_code":"PL","type":"education","lineage":["https://openalex.org/I75124487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Anna Masiak","raw_affiliation_strings":["Department of Internal Medicine, Connective Tissue Diseases and Geriatrics, Medical University of Gdansk, Gda\u0144sk, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine, Connective Tissue Diseases and Geriatrics, Medical University of Gdansk, Gda\u0144sk, Poland","institution_ids":["https://openalex.org/I75124487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139401787","display_name":"Micha\u0142 Chmielewski","orcid":null},"institutions":[{"id":"https://openalex.org/I75124487","display_name":"Gda\u0144sk Medical University","ror":"https://ror.org/019sbgd69","country_code":"PL","type":"education","lineage":["https://openalex.org/I75124487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Micha\u0142 Chmielewski","raw_affiliation_strings":["Department of Internal Medicine, Connective Tissue Diseases and Geriatrics, Medical University of Gdansk, Gda\u0144sk, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine, Connective Tissue Diseases and Geriatrics, Medical University of Gdansk, Gda\u0144sk, Poland","institution_ids":["https://openalex.org/I75124487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069094030","display_name":"Barbara Bu\u0142\u0142o\u2010Piontecka","orcid":"https://orcid.org/0000-0003-2190-2903"},"institutions":[{"id":"https://openalex.org/I75124487","display_name":"Gda\u0144sk Medical University","ror":"https://ror.org/019sbgd69","country_code":"PL","type":"education","lineage":["https://openalex.org/I75124487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Barbara Bu\u0142\u0142o-Piontecka","raw_affiliation_strings":["Department of Nephrology, Transplantology and Internal Diseases, Medical University of Gdansk, Gda\u0144sk, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nephrology, Transplantology and Internal Diseases, Medical University of Gdansk, Gda\u0144sk, Poland","institution_ids":["https://openalex.org/I75124487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139429473","display_name":"Alicja D\u0119bska-\u015alizie\u0144","orcid":null},"institutions":[{"id":"https://openalex.org/I75124487","display_name":"Gda\u0144sk Medical University","ror":"https://ror.org/019sbgd69","country_code":"PL","type":"education","lineage":["https://openalex.org/I75124487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Alicja D\u0119bska-\u015alizie\u0144","raw_affiliation_strings":["Department of Nephrology, Transplantology and Internal Diseases, Medical University of Gdansk, Gda\u0144sk, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nephrology, Transplantology and Internal Diseases, Medical University of Gdansk, Gda\u0144sk, Poland","institution_ids":["https://openalex.org/I75124487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077696428","display_name":"Hanna Storoniak","orcid":"https://orcid.org/0000-0001-5067-2719"},"institutions":[{"id":"https://openalex.org/I75124487","display_name":"Gda\u0144sk Medical University","ror":"https://ror.org/019sbgd69","country_code":"PL","type":"education","lineage":["https://openalex.org/I75124487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Hanna Storoniak","raw_affiliation_strings":["Department of Nephrology, Transplantology and Internal Diseases, Medical University of Gdansk, Gda\u0144sk, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nephrology, Transplantology and Internal Diseases, Medical University of Gdansk, Gda\u0144sk, Poland","institution_ids":["https://openalex.org/I75124487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139400643","display_name":"Magdalena Krajewska","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139119","display_name":"Central Clinical Hospital","ror":"https://ror.org/03b45mr48","country_code":"PL","type":"healthcare","lineage":["https://openalex.org/I4210139119"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Magdalena Krajewska","raw_affiliation_strings":["Division of Nephrology, Transplantology and Clinical Immunology at 4th Military Clinical Hospital, Department of Non-Procedural Clinical Sciences Faculty of Medicine, Wroclaw University of Science and Technology, Wroc\u0142aw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Nephrology, Transplantology and Clinical Immunology at 4th Military Clinical Hospital, Department of Non-Procedural Clinical Sciences Faculty of Medicine, Wroclaw University of Science and Technology, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I4210139119"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124000808","display_name":"Hanna Augustyniak-Bartosik","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139119","display_name":"Central Clinical Hospital","ror":"https://ror.org/03b45mr48","country_code":"PL","type":"healthcare","lineage":["https://openalex.org/I4210139119"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Hanna Augustyniak-Bartosik","raw_affiliation_strings":["Division of Nephrology, Transplantology and Clinical Immunology at 4th Military Clinical Hospital, Department of Non-Procedural Clinical Sciences Faculty of Medicine, Wroclaw University of Science and Technology, Wroc\u0142aw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Nephrology, Transplantology and Clinical Immunology at 4th Military Clinical Hospital, Department of Non-Procedural Clinical Sciences Faculty of Medicine, Wroclaw University of Science and Technology, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I4210139119"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016477429","display_name":"Rados\u0142aw Jeleniewicz","orcid":null},"institutions":[{"id":"https://openalex.org/I121032520","display_name":"Medical University of Lublin","ror":"https://ror.org/016f61126","country_code":"PL","type":"education","lineage":["https://openalex.org/I121032520"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Rados\u0142aw Jeleniewicz","raw_affiliation_strings":["Department of Rheumatology and Connective Tissue Diseases, Medical University of Lublin, Lublin, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rheumatology and Connective Tissue Diseases, Medical University of Lublin, Lublin, Poland","institution_ids":["https://openalex.org/I121032520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025955879","display_name":"Maria Majdan","orcid":"https://orcid.org/0000-0002-4345-1675"},"institutions":[{"id":"https://openalex.org/I121032520","display_name":"Medical University of Lublin","ror":"https://ror.org/016f61126","country_code":"PL","type":"education","lineage":["https://openalex.org/I121032520"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Maria Majdan","raw_affiliation_strings":["Department of Rheumatology and Connective Tissue Diseases, Medical University of Lublin, Lublin, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rheumatology and Connective Tissue Diseases, Medical University of Lublin, Lublin, Poland","institution_ids":["https://openalex.org/I121032520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057524682","display_name":"Katarzyna Jakuszko","orcid":"https://orcid.org/0000-0002-1693-5201"},"institutions":[{"id":"https://openalex.org/I385303915","display_name":"Wroclaw Medical University","ror":"https://ror.org/01qpw1b93","country_code":"PL","type":"education","lineage":["https://openalex.org/I385303915"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Katarzyna Jakuszko","raw_affiliation_strings":["Department of Nephrology and Transplantation Medicine, Wroclaw Medical University, Wroc\u0142aw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nephrology and Transplantation Medicine, Wroclaw Medical University, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I385303915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037747961","display_name":"Marcin Milchert","orcid":"https://orcid.org/0000-0002-0943-8768"},"institutions":[{"id":"https://openalex.org/I79833322","display_name":"Pomeranian Medical University","ror":"https://ror.org/01v1rak05","country_code":"PL","type":"education","lineage":["https://openalex.org/I79833322"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marcin Milchert","raw_affiliation_strings":["Department of Rheumatology, Internal Medicine, Diabetology, Geriatrics and Clinical Immunology with the Gastroenterology Unit, Pomeranian Medical University in Szczecin, Szczecin, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rheumatology, Internal Medicine, Diabetology, Geriatrics and Clinical Immunology with the Gastroenterology Unit, Pomeranian Medical University in Szczecin, Szczecin, Poland","institution_ids":["https://openalex.org/I79833322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045182020","display_name":"Marek Brzosko","orcid":"https://orcid.org/0000-0001-7681-4367"},"institutions":[{"id":"https://openalex.org/I79833322","display_name":"Pomeranian Medical University","ror":"https://ror.org/01v1rak05","country_code":"PL","type":"education","lineage":["https://openalex.org/I79833322"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marek Brzosko","raw_affiliation_strings":["Department of Rheumatology, Internal Medicine, Diabetology, Geriatrics and Clinical Immunology with the Gastroenterology Unit, Pomeranian Medical University in Szczecin, Szczecin, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rheumatology, Internal Medicine, Diabetology, Geriatrics and Clinical Immunology with the Gastroenterology Unit, Pomeranian Medical University in Szczecin, Szczecin, Poland","institution_ids":["https://openalex.org/I79833322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030495797","display_name":"Joanna Kur\u2010Zalewska","orcid":"https://orcid.org/0000-0001-8954-9144"},"institutions":[{"id":"https://openalex.org/I1282927378","display_name":"National Academy of Medicine","ror":"https://ror.org/05bts0a67","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1282927378","https://openalex.org/I197604219"]},{"id":"https://openalex.org/I4210166577","display_name":"Narodowy Instytut Lek\u00f3w","ror":"https://ror.org/05m2pwn60","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210166577"]}],"countries":["PL","US"],"is_corresponding":false,"raw_author_name":"Joanna Kur-Zalewska","raw_affiliation_strings":["Military Medical Institute, National Research Institute, Warszawa, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Military Medical Institute, National Research Institute, Warszawa, Poland","institution_ids":["https://openalex.org/I4210166577","https://openalex.org/I1282927378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066775189","display_name":"Witold T\u0142ustochowicz","orcid":"https://orcid.org/0000-0002-7750-2901"},"institutions":[{"id":"https://openalex.org/I1282927378","display_name":"National Academy of Medicine","ror":"https://ror.org/05bts0a67","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1282927378","https://openalex.org/I197604219"]},{"id":"https://openalex.org/I4210166577","display_name":"Narodowy Instytut Lek\u00f3w","ror":"https://ror.org/05m2pwn60","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210166577"]}],"countries":["PL","US"],"is_corresponding":false,"raw_author_name":"Witold T\u0142ustochowicz","raw_affiliation_strings":["Military Medical Institute, National Research Institute, Warszawa, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Military Medical Institute, National Research Institute, Warszawa, Poland","institution_ids":["https://openalex.org/I4210166577","https://openalex.org/I1282927378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139431927","display_name":"Marta Madej","orcid":null},"institutions":[{"id":"https://openalex.org/I385303915","display_name":"Wroclaw Medical University","ror":"https://ror.org/01qpw1b93","country_code":"PL","type":"education","lineage":["https://openalex.org/I385303915"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marta Madej","raw_affiliation_strings":["Department of Rheumatology and Internal Medicine, Wroclaw Medical University, Wroc\u0142aw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rheumatology and Internal Medicine, Wroclaw Medical University, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I385303915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019396780","display_name":"Anna Hawrot\u2010Kawecka","orcid":"https://orcid.org/0000-0001-7771-8721"},"institutions":[{"id":"https://openalex.org/I166182418","display_name":"Medical University of Silesia","ror":"https://ror.org/005k7hp45","country_code":"PL","type":"education","lineage":["https://openalex.org/I166182418"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Anna Hawrot-Kawecka","raw_affiliation_strings":["Department of Internal Medicine and Metabolic Diseases, Medical University of Silesia, Katowice, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine and Metabolic Diseases, Medical University of Silesia, Katowice, Poland","institution_ids":["https://openalex.org/I166182418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097180714","display_name":"Eugeniusz Kucharz","orcid":null},"institutions":[{"id":"https://openalex.org/I166182418","display_name":"Medical University of Silesia","ror":"https://ror.org/005k7hp45","country_code":"PL","type":"education","lineage":["https://openalex.org/I166182418"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Eugeniusz Kucharz","raw_affiliation_strings":["Department of Internal Medicine, Rheumatology and Clinical Immunology, Medical University of Silesia, Katowice, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine, Rheumatology and Clinical Immunology, Medical University of Silesia, Katowice, Poland","institution_ids":["https://openalex.org/I166182418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107643535","display_name":"Piotr G\u0142uszko","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Piotr G\u0142uszko","raw_affiliation_strings":["Pratia MCM Krak\u00f3w, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pratia MCM Krak\u00f3w, Krak\u00f3w, Poland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047714057","display_name":"Krzysztof Bonek","orcid":"https://orcid.org/0000-0002-0814-4063"},"institutions":[{"id":"https://openalex.org/I4210136230","display_name":"National Institute of Geriatrics, Rheumatology and Rehabilitation","ror":"https://ror.org/03gz68w66","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210136230"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof Bonek","raw_affiliation_strings":["Department of Rheumatology, National Institute of Geriatrics, Rheumatology and Rehabiitation, Warszawa, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rheumatology, National Institute of Geriatrics, Rheumatology and Rehabiitation, Warszawa, Poland","institution_ids":["https://openalex.org/I4210136230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139443579","display_name":"Ma\u0142gorzata Wis\u0142owska","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136230","display_name":"National Institute of Geriatrics, Rheumatology and Rehabilitation","ror":"https://ror.org/03gz68w66","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210136230"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Ma\u0142gorzata Wis\u0142owska","raw_affiliation_strings":["Department of Rheumatology, National Institute of Geriatrics, Rheumatology and Rehabiitation, Warszawa, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rheumatology, National Institute of Geriatrics, Rheumatology and Rehabiitation, Warszawa, Poland","institution_ids":["https://openalex.org/I4210136230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053460689","display_name":"Joanna Mi\u0142kowska-Dymanowska","orcid":"https://orcid.org/0000-0003-1287-9289"},"institutions":[{"id":"https://openalex.org/I4210122071","display_name":"Medical University of Lodz","ror":"https://ror.org/02t4ekc95","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210122071"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Joanna Mi\u0142kowska-Dymanowska","raw_affiliation_strings":["Department of Pneumology, Chair of Internal Medicine, Medical University of Lodz, \u0141\u00f3d\u017a, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pneumology, Chair of Internal Medicine, Medical University of Lodz, \u0141\u00f3d\u017a, Poland","institution_ids":["https://openalex.org/I4210122071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085265927","display_name":"Anna Lewandowska\u2010Polak","orcid":"https://orcid.org/0000-0002-8389-7399"},"institutions":[{"id":"https://openalex.org/I4210122071","display_name":"Medical University of Lodz","ror":"https://ror.org/02t4ekc95","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210122071"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Anna Lewandowska-Polak","raw_affiliation_strings":["Department of Rheumatology, Medical University of Lodz, \u0141\u00f3d\u017a, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rheumatology, Medical University of Lodz, \u0141\u00f3d\u017a, Poland","institution_ids":["https://openalex.org/I4210122071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139427391","display_name":"Joanna Makowska","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122071","display_name":"Medical University of Lodz","ror":"https://ror.org/02t4ekc95","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210122071"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Joanna Makowska","raw_affiliation_strings":["Department of Rheumatology, Medical University of Lodz, \u0141\u00f3d\u017a, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rheumatology, Medical University of Lodz, \u0141\u00f3d\u017a, Poland","institution_ids":["https://openalex.org/I4210122071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030981129","display_name":"Joanna Zalewska","orcid":"https://orcid.org/0000-0002-0522-2476"},"institutions":[{"id":"https://openalex.org/I3019271933","display_name":"Nicolaus Copernicus University","ror":"https://ror.org/0102mm775","country_code":"PL","type":"education","lineage":["https://openalex.org/I3019271933"]},{"id":"https://openalex.org/I4210148386","display_name":"Collegium Medicum in Bydgoszcz","ror":"https://ror.org/04c5jwj47","country_code":"PL","type":"education","lineage":["https://openalex.org/I3019271933","https://openalex.org/I4210148386"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Joanna Zalewska","raw_affiliation_strings":["Department of Rheumatology and Connective Tissue Diseases, Ludwik Rydygier Collegium Medicum in Bydgoszcz of the Nicolaus Copernicus University in Torun, Bydgoszcz, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rheumatology and Connective Tissue Diseases, Ludwik Rydygier Collegium Medicum in Bydgoszcz of the Nicolaus Copernicus University in Torun, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I3019271933","https://openalex.org/I4210148386"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139463656","display_name":"Jacek Musia\u0142","orcid":null},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Jacek Musia\u0142","raw_affiliation_strings":["Prof A. Szczeklik 2nd Chair of Internal Medicine, Department of Allergy, Autoimmunization and Hypercoagulation, Jagiellonian University Medical College, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Prof A. Szczeklik 2nd Chair of Internal Medicine, Department of Allergy, Autoimmunization and Hypercoagulation, Jagiellonian University Medical College, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I126596746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139434819","display_name":"Jose Sousa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090147","display_name":"Uniwersytecki Szpital Dzieci\u0119cy","ror":"https://ror.org/009x1kj44","country_code":"PL","type":"healthcare","lineage":["https://openalex.org/I4210090147"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Jose Sousa","raw_affiliation_strings":["Sano - Centre for Personalised Computational Medicine, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sano - Centre for Personalised Computational Medicine, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I4210090147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5139407897","display_name":"Maciej Malawski","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090147","display_name":"Uniwersytecki Szpital Dzieci\u0119cy","ror":"https://ror.org/009x1kj44","country_code":"PL","type":"healthcare","lineage":["https://openalex.org/I4210090147"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Maciej Malawski","raw_affiliation_strings":["Sano - Centre for Personalised Computational Medicine, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sano - Centre for Personalised Computational Medicine, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I4210090147"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5053086714"],"corresponding_institution_ids":["https://openalex.org/I4210090147"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"241","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10697","display_name":"Vasculitis and related conditions","score":0.1445000022649765,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T10697","display_name":"Vasculitis and related conditions","score":0.1445000022649765,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T13702","display_name":"Machine Learning in Healthcare","score":0.10499999672174454,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.05590000003576279,"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/outcome","display_name":"Outcome (game theory)","score":0.5354999899864197},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.3709999918937683},{"id":"https://openalex.org/keywords/robotics","display_name":"Robotics","score":0.3199000060558319},{"id":"https://openalex.org/keywords/vasculitis","display_name":"Vasculitis","score":0.3043999969959259},{"id":"https://openalex.org/keywords/computational-learning-theory","display_name":"Computational learning theory","score":0.2928999960422516}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8137999773025513},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6690999865531921},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6488000154495239},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.5354999899864197},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.3709999918937683},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.3199000060558319},{"id":"https://openalex.org/C2776015282","wikidata":"https://www.wikidata.org/wiki/Q644318","display_name":"Vasculitis","level":3,"score":0.3043999969959259},{"id":"https://openalex.org/C50292564","wikidata":"https://www.wikidata.org/wiki/Q2462783","display_name":"Computational learning theory","level":3,"score":0.2928999960422516},{"id":"https://openalex.org/C22367795","wikidata":"https://www.wikidata.org/wiki/Q7625208","display_name":"Structured prediction","level":2,"score":0.2750000059604645},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.24629999697208405}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-29924-6_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29924-6_17","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":12,"referenced_works":["https://openalex.org/W1980276147","https://openalex.org/W2121399461","https://openalex.org/W2123497409","https://openalex.org/W2132740030","https://openalex.org/W2586687248","https://openalex.org/W2590231349","https://openalex.org/W2747987134","https://openalex.org/W2942247676","https://openalex.org/W2990168612","https://openalex.org/W3045674654","https://openalex.org/W3084119945","https://openalex.org/W4366342364"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2026-06-27T00:00:00"}
