{"id":"https://openalex.org/W4379352365","doi":"https://doi.org/10.1007/978-3-031-34344-5_31","title":"Learning EKG Diagnostic Models with\u00a0Hierarchical Class Label Dependencies","display_name":"Learning EKG Diagnostic Models with\u00a0Hierarchical Class Label Dependencies","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4379352365","doi":"https://doi.org/10.1007/978-3-031-34344-5_31","pmid":"https://pubmed.ncbi.nlm.nih.gov/37303465"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-34344-5_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-34344-5_31","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":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10256236/pdf/nihms-1899160.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061616382","display_name":"Junheng Wang","orcid":"https://orcid.org/0000-0003-2331-5446"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Junheng Wang","raw_affiliation_strings":["Department of Computer Science, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":"https://orcid.org/0000-0003-2331-5446","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012461386","display_name":"Milo\u0161 Hauskrecht","orcid":"https://orcid.org/0000-0002-7818-0633"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Milos Hauskrecht","raw_affiliation_strings":["Department of Computer Science, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":"https://orcid.org/0000-0002-7818-0633","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061616382"],"corresponding_institution_ids":["https://openalex.org/I170201317"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.0373,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85475213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"13897","issue":null,"first_page":"260","last_page":"270"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9713000059127808,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9682000279426575,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7578510642051697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7265834808349609},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6672935485839844},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.5636521577835083},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5081851482391357},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4859112799167633},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.4654693603515625},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.4564135670661926},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4339219927787781},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33447688817977905},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1359347403049469}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7578510642051697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7265834808349609},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6672935485839844},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.5636521577835083},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5081851482391357},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4859112799167633},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.4654693603515625},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.4564135670661926},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4339219927787781},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33447688817977905},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1359347403049469},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-34344-5_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-34344-5_31","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"},{"id":"pmid:37303465","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37303465","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":"Artificial intelligence in medicine. Conference on Artificial Intelligence in Medicine (2005- )","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10256236","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10256236","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10256236/pdf/nihms-1899160.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Artif Intell Med Conf Artif Intell Med (2005-)","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:10256236","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10256236","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10256236/pdf/nihms-1899160.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Artif Intell Med Conf Artif Intell Med (2005-)","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.75}],"awards":[{"id":"https://openalex.org/G5028651445","display_name":null,"funder_award_id":"R01DK131586","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4379352365.pdf","grobid_xml":"https://content.openalex.org/works/W4379352365.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1988179310","https://openalex.org/W1992699959","https://openalex.org/W1999954155","https://openalex.org/W2064675550","https://openalex.org/W2090916474","https://openalex.org/W2095409369","https://openalex.org/W2103166887","https://openalex.org/W2133441640","https://openalex.org/W2194775991","https://openalex.org/W2551393996","https://openalex.org/W2734657638","https://openalex.org/W2963355311","https://openalex.org/W2964052309","https://openalex.org/W2972810968","https://openalex.org/W3004713750","https://openalex.org/W3015226328","https://openalex.org/W3027572331","https://openalex.org/W3083891030","https://openalex.org/W3084949122","https://openalex.org/W3099085560","https://openalex.org/W3197632104","https://openalex.org/W3201016655","https://openalex.org/W4200155034","https://openalex.org/W4207024335"],"related_works":["https://openalex.org/W4249377076","https://openalex.org/W2090763504","https://openalex.org/W4210389441","https://openalex.org/W2067317451","https://openalex.org/W4211085505","https://openalex.org/W1910186363","https://openalex.org/W2604451061","https://openalex.org/W2395241803","https://openalex.org/W2154771632","https://openalex.org/W2124898661"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}