{"id":"https://openalex.org/W4389577000","doi":"https://doi.org/10.1109/embc40787.2023.10340074","title":"Classification of patients with cardiac amyloidosis using machine learning models on Italian electronic clinical health records*","display_name":"Classification of patients with cardiac amyloidosis using machine learning models on Italian electronic clinical health records*","publication_year":2023,"publication_date":"2023-07-24","ids":{"openalex":"https://openalex.org/W4389577000","doi":"https://doi.org/10.1109/embc40787.2023.10340074","pmid":"https://pubmed.ncbi.nlm.nih.gov/38083260"},"language":"en","primary_location":{"id":"doi:10.1109/embc40787.2023.10340074","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10340074","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://infoscience.epfl.ch/handle/20.500.14299/206312","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017306055","display_name":"Sara Mazzucato","orcid":null},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Sara Mazzucato","raw_affiliation_strings":["Scuola Superiore Sant&#x2019;Anna,The BioRobotics Institute and the Department of Excellence in Robotics and Artificial Intelligence,Pisa,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scuola Superiore Sant&#x2019;Anna,The BioRobotics Institute and the Department of Excellence in Robotics and Artificial Intelligence,Pisa,Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055886310","display_name":"Andrea Bandini","orcid":"https://orcid.org/0000-0002-3509-2887"},"institutions":[{"id":"https://openalex.org/I2799838188","display_name":"Toronto Rehabilitation Institute","ror":"https://ror.org/00mxe0976","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441","https://openalex.org/I2799838188"]},{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]},{"id":"https://openalex.org/I1325899441","display_name":"University Health Network","ror":"https://ror.org/042xt5161","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441"]}],"countries":["CA","IT"],"is_corresponding":false,"raw_author_name":"Andrea Bandini","raw_affiliation_strings":["Scuola Superiore Sant&#x2019;Anna,The BioRobotics Institute and the Department of Excellence in Robotics and Artificial Intelligence,Pisa,Italy","KITE Research Institute - Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada","Health Science Interdisciplinary Center, Scuola Superiore Sant'Anna, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scuola Superiore Sant&#x2019;Anna,The BioRobotics Institute and the Department of Excellence in Robotics and Artificial Intelligence,Pisa,Italy","institution_ids":["https://openalex.org/I162290304"]},{"raw_affiliation_string":"KITE Research Institute - Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada","institution_ids":["https://openalex.org/I2799838188","https://openalex.org/I1325899441"]},{"raw_affiliation_string":"Health Science Interdisciplinary Center, Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080060929","display_name":"Silvestro Micera","orcid":"https://orcid.org/0000-0003-4396-8217"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]},{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["CH","IT"],"is_corresponding":false,"raw_author_name":"Silvestro Micera","raw_affiliation_strings":["Scuola Superiore Sant&#x2019;Anna,The BioRobotics Institute and the Department of Excellence in Robotics and Artificial Intelligence,Pisa,Italy","Bertarelli Foundation Chair in Translational Neural Engineering, Center for Neuroprosthetics and Institute of Bioengineering, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scuola Superiore Sant&#x2019;Anna,The BioRobotics Institute and the Department of Excellence in Robotics and Artificial Intelligence,Pisa,Italy","institution_ids":["https://openalex.org/I162290304"]},{"raw_affiliation_string":"Bertarelli Foundation Chair in Translational Neural Engineering, Center for Neuroprosthetics and Institute of Bioengineering, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035769119","display_name":"Giuseppe Vergaro","orcid":"https://orcid.org/0000-0002-7066-6006"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]},{"id":"https://openalex.org/I4210158339","display_name":"Fondazione Toscana Gabriele Monasterio","ror":"https://ror.org/058a2pj71","country_code":"IT","type":"other","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210158339"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Vergaro","raw_affiliation_strings":["Fondazione Toscana Gabriele Monasterio,Pisa,Italy","Health Science Interdisciplinary Center, Scuola Superiore Sant'Anna, Pisa, Italy","Fondazione Toscana Gabriele Monasterio, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fondazione Toscana Gabriele Monasterio,Pisa,Italy","institution_ids":["https://openalex.org/I4210158339"]},{"raw_affiliation_string":"Health Science Interdisciplinary Center, Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]},{"raw_affiliation_string":"Fondazione Toscana Gabriele Monasterio, Pisa, Italy","institution_ids":["https://openalex.org/I4210158339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033385412","display_name":"Stefano Dalmiani","orcid":"https://orcid.org/0000-0002-2010-9164"},"institutions":[{"id":"https://openalex.org/I4210158339","display_name":"Fondazione Toscana Gabriele Monasterio","ror":"https://ror.org/058a2pj71","country_code":"IT","type":"other","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210158339"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Dalmiani","raw_affiliation_strings":["Fondazione Toscana Gabriele Monasterio,Pisa,Italy","Fondazione Toscana Gabriele Monasterio, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fondazione Toscana Gabriele Monasterio,Pisa,Italy","institution_ids":["https://openalex.org/I4210158339"]},{"raw_affiliation_string":"Fondazione Toscana Gabriele Monasterio, Pisa, Italy","institution_ids":["https://openalex.org/I4210158339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024386124","display_name":"Michele Emdin","orcid":"https://orcid.org/0000-0002-8541-1962"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]},{"id":"https://openalex.org/I4210158339","display_name":"Fondazione Toscana Gabriele Monasterio","ror":"https://ror.org/058a2pj71","country_code":"IT","type":"other","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210158339"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michele Emdin","raw_affiliation_strings":["Fondazione Toscana Gabriele Monasterio,Pisa,Italy","Health Science Interdisciplinary Center, Scuola Superiore Sant'Anna, Pisa, Italy","Fondazione Toscana Gabriele Monasterio, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fondazione Toscana Gabriele Monasterio,Pisa,Italy","institution_ids":["https://openalex.org/I4210158339"]},{"raw_affiliation_string":"Health Science Interdisciplinary Center, Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]},{"raw_affiliation_string":"Fondazione Toscana Gabriele Monasterio, Pisa, Italy","institution_ids":["https://openalex.org/I4210158339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048432854","display_name":"Claudio Passino","orcid":"https://orcid.org/0000-0002-0723-4753"},"institutions":[{"id":"https://openalex.org/I4210158339","display_name":"Fondazione Toscana Gabriele Monasterio","ror":"https://ror.org/058a2pj71","country_code":"IT","type":"other","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210158339"]},{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudio Passino","raw_affiliation_strings":["Fondazione Toscana Gabriele Monasterio,Pisa,Italy","Health Science Interdisciplinary Center, Scuola Superiore Sant'Anna, Pisa, Italy","Fondazione Toscana Gabriele Monasterio, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fondazione Toscana Gabriele Monasterio,Pisa,Italy","institution_ids":["https://openalex.org/I4210158339"]},{"raw_affiliation_string":"Health Science Interdisciplinary Center, Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]},{"raw_affiliation_string":"Fondazione Toscana Gabriele Monasterio, Pisa, Italy","institution_ids":["https://openalex.org/I4210158339"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083638676","display_name":"Sara Moccia","orcid":"https://orcid.org/0000-0002-4494-8907"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sara Moccia","raw_affiliation_strings":["Scuola Superiore Sant&#x2019;Anna,The BioRobotics Institute and the Department of Excellence in Robotics and Artificial Intelligence,Pisa,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scuola Superiore Sant&#x2019;Anna,The BioRobotics Institute and the Department of Excellence in Robotics and Artificial Intelligence,Pisa,Italy","institution_ids":["https://openalex.org/I162290304"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5017306055"],"corresponding_institution_ids":["https://openalex.org/I162290304"],"apc_list":null,"apc_paid":null,"fwci":0.1497,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60519404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"2023","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11305","display_name":"Amyloidosis: Diagnosis, Treatment, Outcomes","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11305","display_name":"Amyloidosis: Diagnosis, Treatment, Outcomes","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10401","display_name":"Diabetes Treatment and Management","score":0.9510999917984009,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.9049999713897705,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular 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/interpretability","display_name":"Interpretability","score":0.7840533256530762},{"id":"https://openalex.org/keywords/amyloidosis","display_name":"Amyloidosis","score":0.7181137800216675},{"id":"https://openalex.org/keywords/transthyretin","display_name":"Transthyretin","score":0.5977975130081177},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5961055159568787},{"id":"https://openalex.org/keywords/clinical-practice","display_name":"Clinical Practice","score":0.460276335477829},{"id":"https://openalex.org/keywords/cardiac-amyloidosis","display_name":"Cardiac amyloidosis","score":0.4562074840068817},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.4457825720310211},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.43129223585128784},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.4279431700706482},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4198595881462097},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36126595735549927},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3579343557357788},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.28900083899497986},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.24272149801254272},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.23723286390304565}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7840533256530762},{"id":"https://openalex.org/C2779951007","wikidata":"https://www.wikidata.org/wiki/Q816798","display_name":"Amyloidosis","level":2,"score":0.7181137800216675},{"id":"https://openalex.org/C121157162","wikidata":"https://www.wikidata.org/wiki/Q419999","display_name":"Transthyretin","level":2,"score":0.5977975130081177},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5961055159568787},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.460276335477829},{"id":"https://openalex.org/C2777607188","wikidata":"https://www.wikidata.org/wiki/Q5038315","display_name":"Cardiac amyloidosis","level":3,"score":0.4562074840068817},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.4457825720310211},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.43129223585128784},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.4279431700706482},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4198595881462097},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36126595735549927},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3579343557357788},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.28900083899497986},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.24272149801254272},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.23723286390304565},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000686","descriptor_name":"Amyloidosis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000686","descriptor_name":"Amyloidosis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000686","descriptor_name":"Amyloidosis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000686","descriptor_name":"Amyloidosis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000686","descriptor_name":"Amyloidosis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000686","descriptor_name":"Amyloidosis","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D000686","descriptor_name":"Amyloidosis","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D000686","descriptor_name":"Amyloidosis","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D000686","descriptor_name":"Amyloidosis","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D000686","descriptor_name":"Amyloidosis","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D004581","descriptor_name":"Electronics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004581","descriptor_name":"Electronics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004581","descriptor_name":"Electronics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004581","descriptor_name":"Electronics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004581","descriptor_name":"Electronics","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":"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009202","descriptor_name":"Cardiomyopathies","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D009202","descriptor_name":"Cardiomyopathies","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D009202","descriptor_name":"Cardiomyopathies","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D009202","descriptor_name":"Cardiomyopathies","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D009202","descriptor_name":"Cardiomyopathies","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1109/embc40787.2023.10340074","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10340074","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:38083260","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38083260","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:infoscience.epfl.ch:309711","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/206312","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WoS","raw_type":"conference proceedings"},{"id":"pmh:oai:iris.unimore.it:11380/1401685","is_oa":false,"landing_page_url":"https://hdl.handle.net/11380/1401685","pdf_url":null,"source":{"id":"https://openalex.org/S4377196326","display_name":"Iris Unimore (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:www.iris.sssup.it:11382/561739","is_oa":false,"landing_page_url":"https://hdl.handle.net/11382/561739","pdf_url":null,"source":{"id":"https://openalex.org/S4377196376","display_name":"CINECA IRIS Institutional Research Information System (Sant'Anna School of Advanced Studies)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I162290304","host_organization_name":"Scuola Superiore Sant'Anna","host_organization_lineage":["https://openalex.org/I162290304"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:309711","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/206312","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WoS","raw_type":"conference proceedings"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320316213","display_name":"Fondazione Cassa di Risparmio di Lucca","ror":"https://ror.org/04h35ft75"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W175519329","https://openalex.org/W1494971749","https://openalex.org/W2008056655","https://openalex.org/W2088345985","https://openalex.org/W2127128200","https://openalex.org/W2157124852","https://openalex.org/W2308808652","https://openalex.org/W2800126338","https://openalex.org/W2808779485","https://openalex.org/W2889126834","https://openalex.org/W2911964244","https://openalex.org/W2914874661","https://openalex.org/W2914959816","https://openalex.org/W2951635356","https://openalex.org/W2978625798","https://openalex.org/W3008865417","https://openalex.org/W3126841512","https://openalex.org/W3177082483","https://openalex.org/W3195149063","https://openalex.org/W3216959250","https://openalex.org/W3217507737","https://openalex.org/W4281393809","https://openalex.org/W4289711551","https://openalex.org/W6785439672"],"related_works":["https://openalex.org/W4210472704","https://openalex.org/W2084731390","https://openalex.org/W2077316781","https://openalex.org/W2607140347","https://openalex.org/W2805908680","https://openalex.org/W2109513774","https://openalex.org/W4400599931","https://openalex.org/W270527095","https://openalex.org/W2333479840","https://openalex.org/W2112429383"],"abstract_inverted_index":{"Amyloidosis":[0],"refers":[1],"to":[2,26,41,64,77,92],"a":[3,48,61,120,129,170],"range":[4],"of":[5,29,43,73,88,106,115,123,128,149,165],"medical":[6],"conditions":[7],"in":[8,13,47,52,80,102,119,133,156],"which":[9],"misshapen":[10],"proteins":[11],"accumulate":[12],"various":[14],"organs":[15],"and":[16,83,163],"tissues,":[17],"forming":[18],"insoluble":[19],"fibrils.":[20],"Cardiac":[21],"amyloidosis":[22,82,157],"is":[23,59,91],"frequently":[24],"linked":[25],"the":[27,71,97,104,144,147],"buildup":[28],"misfolded":[30],"transthyretin":[31],"(TTR)":[32],"or":[33],"immunoglobulin":[34],"light":[35],"chains":[36],"(AL).":[37],"Delayed":[38],"diagnosis,":[39],"due":[40],"lack":[42],"disease":[44],"awareness,":[45],"results":[46],"poor":[49],"prognosis,":[50],"especially":[51],"patients":[53],"with":[54],"AL":[55],"amyloidosis.":[56,108],"Early":[57],"identification":[58],"therefore":[60],"key":[62],"factor":[63],"improve":[65],"patient":[66,181],"outcomes.":[67],"This":[68,141],"study":[69,131],"investigates":[70],"use":[72],"supervised":[74],"machine-learning":[75],"algorithms":[76],"support":[78],"clinicians":[79],"classifying":[81],"control":[84],"subjects.":[85],"The":[86,159],"aim":[87],"this":[89],"work":[90,142],"foster":[93],"model":[94],"interpretability":[95],"reporting":[96],"most":[98],"important":[99],"risk":[100],"factors":[101],"predicting":[103],"presence":[105],"cardiac":[107],"We":[109],"analyzed":[110],"electronic":[111],"health":[112,151],"records":[113],"(EHRs)":[114],"418":[116],"participants":[117],"acquired":[118],"time":[121],"window":[122],"12":[124],"years":[125],"as":[126],"part":[127],"case-control":[130],"conducted":[132],"Fondazione":[134],"Toscana":[135],"Gabriele":[136],"Monasterio":[137],"(Italy)":[138],"clinical":[139],"practice.":[140],"paves":[143],"way":[145],"for":[146,179],"creation":[148],"digital":[150],"solutions":[152,167],"that":[153],"can":[154,168],"aid":[155],"screening.":[158],"effective":[160],"handling,":[161],"analysis,":[162],"interpretation":[164],"these":[166],"have":[169],"transformative":[171],"effect":[172],"on":[173],"modern":[174],"healthcare,":[175],"offering":[176],"new":[177],"opportunities":[178],"improved":[180],"care.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-26T08:31:28.666265","created_date":"2025-10-10T00:00:00"}
