{"id":"https://openalex.org/W7117708698","doi":"https://doi.org/10.1016/j.compbiomed.2025.111438","title":"Vulnerabilities of feature clustering in EIT radiomics","display_name":"Vulnerabilities of feature clustering in EIT radiomics","publication_year":2025,"publication_date":"2025-12-31","ids":{"openalex":"https://openalex.org/W7117708698","doi":"https://doi.org/10.1016/j.compbiomed.2025.111438","pmid":"https://pubmed.ncbi.nlm.nih.gov/41478018"},"language":"en","primary_location":{"id":"doi:10.1016/j.compbiomed.2025.111438","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2025.111438","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Biology and Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5121691455","display_name":"Maike S.V. Imkamp","orcid":null},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Maike S.V. Imkamp","raw_affiliation_strings":["Department of Radiation Oncology (MAASTRO), School for Oncology and Reproduction (GROW), Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands; Department of Clinical Epidemiology and Medical Technology, Maastricht University Medical Centre+ (MUMC+), Maastricht, the Netherlands; Department of Advanced Computing Sciences (DACS), Maastricht University, Maastricht, the Netherlands. Electronic address: m.imkamp@basaltrevalidatie.nl"],"raw_orcid":"https://orcid.org/0000-0002-3581-7948","affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology (MAASTRO), School for Oncology and Reproduction (GROW), Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands; Department of Clinical Epidemiology and Medical Technology, Maastricht University Medical Centre+ (MUMC+), Maastricht, the Netherlands; Department of Advanced Computing Sciences (DACS), Maastricht University, Maastricht, the Netherlands. Electronic address: m.imkamp@basaltrevalidatie.nl","institution_ids":["https://openalex.org/I2800191616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124007987","display_name":"Vasco C. G. Prudente","orcid":null},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]},{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]},{"id":"https://openalex.org/I4210161616","display_name":"Maastro Clinic","ror":"https://ror.org/059wkzj26","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210161616"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Vasco C.G. Prudente","raw_affiliation_strings":["Department of Radiation Oncology (MAASTRO), School for Oncology and Reproduction (GROW), Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-0623-1259","affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology (MAASTRO), School for Oncology and Reproduction (GROW), Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands; Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands","institution_ids":["https://openalex.org/I2800191616","https://openalex.org/I4210161616","https://openalex.org/I34352273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121671539","display_name":"Eda Aydeniz","orcid":null},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]},{"id":"https://openalex.org/I4210153051","display_name":"Laurentius Ziekenhuis","ror":"https://ror.org/053njym08","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210153051"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Eda Aydeniz","raw_affiliation_strings":["Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands; Department of Intensive Care Medicine, Laurentius Hospital Roermond, Roermond, the Netherlands"],"raw_orcid":"https://orcid.org/0009-0007-4950-9026","affiliations":[{"raw_affiliation_string":"Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands; Department of Intensive Care Medicine, Laurentius Hospital Roermond, Roermond, the Netherlands","institution_ids":["https://openalex.org/I4210153051","https://openalex.org/I2800191616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058117174","display_name":"Frank van Rosmalen","orcid":"https://orcid.org/0000-0002-9522-3711"},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]},{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Frank van Rosmalen","raw_affiliation_strings":["Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands; Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-9522-3711","affiliations":[{"raw_affiliation_string":"Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands; Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands","institution_ids":["https://openalex.org/I2800191616","https://openalex.org/I34352273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121672272","display_name":"Sebastiaan de Jongh","orcid":null},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Sebastiaan de Jongh","raw_affiliation_strings":["Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-9394-2288","affiliations":[{"raw_affiliation_string":"Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands","institution_ids":["https://openalex.org/I2800191616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087173002","display_name":"Sander M. J. van Kuijk","orcid":"https://orcid.org/0000-0003-2796-729X"},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Sander M.J. van Kuijk","raw_affiliation_strings":["Department of Clinical Epidemiology and Medical Technology, Maastricht University Medical Centre+ (MUMC+), Maastricht, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Epidemiology and Medical Technology, Maastricht University Medical Centre+ (MUMC+), Maastricht, the Netherlands","institution_ids":["https://openalex.org/I2800191616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065938629","display_name":"Christof Seiler","orcid":"https://orcid.org/0000-0001-8802-3642"},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Christof Seiler","raw_affiliation_strings":["Department of Advanced Computing Sciences (DACS), Maastricht University, Maastricht, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-8802-3642","affiliations":[{"raw_affiliation_string":"Department of Advanced Computing Sciences (DACS), Maastricht University, Maastricht, the Netherlands","institution_ids":["https://openalex.org/I34352273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042569928","display_name":"Joep Schellens","orcid":null},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Joep Schellens","raw_affiliation_strings":["Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands"],"raw_orcid":"https://orcid.org/0009-0007-4123-9236","affiliations":[{"raw_affiliation_string":"Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands","institution_ids":["https://openalex.org/I2800191616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057527809","display_name":"Mari\u00eblle Driessen","orcid":null},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Mari\u00eblle Driessen","raw_affiliation_strings":["Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands","institution_ids":["https://openalex.org/I2800191616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121645012","display_name":"Serge J.H. Heines","orcid":null},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Serge J.H. Heines","raw_affiliation_strings":["Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-7672-4177","affiliations":[{"raw_affiliation_string":"Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands","institution_ids":["https://openalex.org/I2800191616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121687908","display_name":"Iwan C.C. van der Horst","orcid":null},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]},{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Iwan C.C. van der Horst","raw_affiliation_strings":["Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands; Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-3891-8522","affiliations":[{"raw_affiliation_string":"Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands; Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands","institution_ids":["https://openalex.org/I2800191616","https://openalex.org/I34352273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121623620","display_name":"Dennis C.J.J. Bergmans","orcid":null},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]},{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Dennis C.J.J. Bergmans","raw_affiliation_strings":["Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands; School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Maastricht, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-4224-6426","affiliations":[{"raw_affiliation_string":"Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands; School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Maastricht, the Netherlands","institution_ids":["https://openalex.org/I2800191616","https://openalex.org/I34352273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004688031","display_name":"Leonard Wee","orcid":"https://orcid.org/0000-0003-1612-9055"},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]},{"id":"https://openalex.org/I4210161616","display_name":"Maastro Clinic","ror":"https://ror.org/059wkzj26","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210161616"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Leonard Wee","raw_affiliation_strings":["Department of Radiation Oncology (MAASTRO), School for Oncology and Reproduction (GROW), Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-1612-9055","affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology (MAASTRO), School for Oncology and Reproduction (GROW), Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands","institution_ids":["https://openalex.org/I4210161616","https://openalex.org/I2800191616"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121657610","display_name":"Bas C.T. van Bussel","orcid":null},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]},{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Bas C.T. van Bussel","raw_affiliation_strings":["Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands; Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands; Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, the Netherlands; Department of Intensive Care Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, the Netherlands; Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands","institution_ids":["https://openalex.org/I2800191616","https://openalex.org/I34352273"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":14,"corresponding_author_ids":["https://openalex.org/A5121691455"],"corresponding_institution_ids":["https://openalex.org/I2800191616"],"apc_list":{"value":2610,"currency":"USD","value_usd":2610},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.68510591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"201","issue":null,"first_page":"111438","last_page":"111438"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.249099999666214,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.249099999666214,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10641","display_name":"Central Venous Catheters and Hemodialysis","score":0.06650000065565109,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"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/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.065700002014637,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6956999897956848},{"id":"https://openalex.org/keywords/confounding","display_name":"Confounding","score":0.5673999786376953},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5170000195503235},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49549999833106995},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48069998621940613},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4634999930858612},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4133000075817108}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6956999897956848},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.612500011920929},{"id":"https://openalex.org/C77350462","wikidata":"https://www.wikidata.org/wiki/Q1125472","display_name":"Confounding","level":2,"score":0.5673999786376953},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5205000042915344},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5170000195503235},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49549999833106995},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48069998621940613},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4634999930858612},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4453999996185303},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4133000075817108},{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.4059000015258789},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38100001215934753},{"id":"https://openalex.org/C535046627","wikidata":"https://www.wikidata.org/wiki/Q30612","display_name":"Clinical trial","level":2,"score":0.35370001196861267},{"id":"https://openalex.org/C200457457","wikidata":"https://www.wikidata.org/wiki/Q584049","display_name":"Ventilation (architecture)","level":2,"score":0.3416000008583069},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.320499986410141},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.3107999861240387},{"id":"https://openalex.org/C2777080012","wikidata":"https://www.wikidata.org/wiki/Q3766250","display_name":"Mechanical ventilation","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.2800000011920929},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.27950000762939453},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.26339998841285706}],"mesh":[{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014054","descriptor_name":"Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014054","descriptor_name":"Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017097","descriptor_name":"Electric Impedance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017097","descriptor_name":"Electric Impedance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.compbiomed.2025.111438","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2025.111438","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Biology and Medicine","raw_type":"journal-article"},{"id":"pmid:41478018","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41478018","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":"Computers in biology and medicine","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1951724000","https://openalex.org/W1977195417","https://openalex.org/W2013854521","https://openalex.org/W2063527824","https://openalex.org/W2082012484","https://openalex.org/W2097475056","https://openalex.org/W2103004421","https://openalex.org/W2119374153","https://openalex.org/W2121331582","https://openalex.org/W2338137334","https://openalex.org/W2600642189","https://openalex.org/W2737453412","https://openalex.org/W2899847761","https://openalex.org/W2900422713","https://openalex.org/W3004868960","https://openalex.org/W3013671288","https://openalex.org/W3019336217","https://openalex.org/W3048802680","https://openalex.org/W3091459927","https://openalex.org/W3102371316","https://openalex.org/W3110740480","https://openalex.org/W3162739727","https://openalex.org/W3164903258","https://openalex.org/W4213426315","https://openalex.org/W4223435497","https://openalex.org/W4291676337","https://openalex.org/W4293102041","https://openalex.org/W4389898611","https://openalex.org/W4399430482"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-30T09:15:22.047038","created_date":"2025-12-31T00:00:00"}
