{"id":"https://openalex.org/W2121296573","doi":"https://doi.org/10.1109/cbms.2012.6266358","title":"Detecting cardiac pathologies from annotated auscultations","display_name":"Detecting cardiac pathologies from annotated auscultations","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2121296573","doi":"https://doi.org/10.1109/cbms.2012.6266358","mag":"2121296573"},"language":"en","primary_location":{"id":"doi:10.1109/cbms.2012.6266358","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbms.2012.6266358","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS)","raw_type":"proceedings-article"},"type":"article","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/A5047757075","display_name":"Pedro Ferreira","orcid":"https://orcid.org/0000-0002-4657-6991"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Pedro Ferreira","raw_affiliation_strings":["CRACS-INESC TEC, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"CRACS-INESC TEC, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101630889","display_name":"Daniel Pereira","orcid":"https://orcid.org/0000-0001-8138-7216"},"institutions":[{"id":"https://openalex.org/I4210137384","display_name":"Centre for Health Technology and Services Research","ror":"https://ror.org/0434vme59","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4210137384"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Daniel Pereira","raw_affiliation_strings":["CINTESIS, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"CINTESIS, Porto, Portugal","institution_ids":["https://openalex.org/I4210137384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058253113","display_name":"Felipe Alves Mourato","orcid":"https://orcid.org/0000-0001-8102-9654"},"institutions":[{"id":"https://openalex.org/I4210086023","display_name":"Real Hospital Portugu\u00eas","ror":"https://ror.org/00ccgr484","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210086023"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Felipe Mourato","raw_affiliation_strings":["Real Hospital Portugu\u00eas, Recife, Pernambuco, Brazil"],"affiliations":[{"raw_affiliation_string":"Real Hospital Portugu\u00eas, Recife, Pernambuco, Brazil","institution_ids":["https://openalex.org/I4210086023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017501201","display_name":"Sandra da Silva Mattos","orcid":"https://orcid.org/0000-0003-0896-3568"},"institutions":[{"id":"https://openalex.org/I4210086023","display_name":"Real Hospital Portugu\u00eas","ror":"https://ror.org/00ccgr484","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210086023"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Sandra Mattos","raw_affiliation_strings":["Real Hospital Portugu\u00eas, Recife, Pernambuco, Brazil"],"affiliations":[{"raw_affiliation_string":"Real Hospital Portugu\u00eas, Recife, Pernambuco, Brazil","institution_ids":["https://openalex.org/I4210086023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048922185","display_name":"Ricardo Cruz\u2010Correia","orcid":"https://orcid.org/0000-0002-3764-5158"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210137384","display_name":"Centre for Health Technology and Services Research","ror":"https://ror.org/0434vme59","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4210137384"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ricardo Cruz-Correia","raw_affiliation_strings":["CINTESIS, Faculdade de Medicina, University of Porta, Porto, Portugal","CINTESIS, Porto, Portugal Faculdade de Medicina, University of Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"CINTESIS, Faculdade de Medicina, University of Porta, Porto, Portugal","institution_ids":["https://openalex.org/I4210137384"]},{"raw_affiliation_string":"CINTESIS, Porto, Portugal Faculdade de Medicina, University of Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038594477","display_name":"Miguel Coimbra","orcid":"https://orcid.org/0000-0001-7501-6523"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]},{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Miguel Coimbra","raw_affiliation_strings":["IT-Porto and CRACS-INESC TEC, Department of Computer Science, Faculdade de Ci\u00eancias, University of Porta, Porto, Portugal","IT-Porto and CRACS-INESC TEC, Department of Computer Science, Faculdade de Ci\u00eancias, University of Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"IT-Porto and CRACS-INESC TEC, Department of Computer Science, Faculdade de Ci\u00eancias, University of Porta, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]},{"raw_affiliation_string":"IT-Porto and CRACS-INESC TEC, Department of Computer Science, Faculdade de Ci\u00eancias, University of Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049291048","display_name":"In\u00eas Dutra","orcid":"https://orcid.org/0000-0002-3578-7769"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]},{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ines Dutra","raw_affiliation_strings":["IT-Porto and CRACS-INESC TEC, Department of Computer Science, Faculdade de Ci\u00eancias, University of Porta, Porto, Portugal","IT-Porto and CRACS-INESC TEC, Department of Computer Science, Faculdade de Ci\u00eancias, University of Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"IT-Porto and CRACS-INESC TEC, Department of Computer Science, Faculdade de Ci\u00eancias, University of Porta, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]},{"raw_affiliation_string":"IT-Porto and CRACS-INESC TEC, Department of Computer Science, Faculdade de Ci\u00eancias, University of Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5047757075"],"corresponding_institution_ids":["https://openalex.org/I4210166615"],"apc_list":null,"apc_paid":null,"fwci":0.2448,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65343891,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9995999932289124,"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9995999932289124,"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/T11309","display_name":"Music and Audio Processing","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/stethoscope","display_name":"Stethoscope","score":0.8479103446006775},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6304394006729126},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5056986808776855},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43478891253471375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.340417742729187},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3172333240509033},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15970081090927124}],"concepts":[{"id":"https://openalex.org/C2779055095","wikidata":"https://www.wikidata.org/wiki/Q162339","display_name":"Stethoscope","level":2,"score":0.8479103446006775},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6304394006729126},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5056986808776855},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43478891253471375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.340417742729187},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3172333240509033},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15970081090927124},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cbms.2012.6266358","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbms.2012.6266358","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.873.1146","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.873.1146","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.dcc.fc.up.pt/%7Epedroferreira/papers/CBMS_2012.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.880.2451","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.880.2451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.researchgate.net/profile/Daniel_Pereira/publication/236004650_Detecting_Cardiac_Pathologies_from_Annotated_Auscultations/links/02e7e5158d3c73056d000000.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W73959248","https://openalex.org/W127842464","https://openalex.org/W1604624123","https://openalex.org/W1860760959","https://openalex.org/W1988511720","https://openalex.org/W1998839399","https://openalex.org/W1998943174","https://openalex.org/W2012451988","https://openalex.org/W2032878483","https://openalex.org/W2092126505","https://openalex.org/W2111676838","https://openalex.org/W2130319253","https://openalex.org/W2132058240","https://openalex.org/W2133990480","https://openalex.org/W6605186408","https://openalex.org/W6636133351","https://openalex.org/W6679721351"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W2586801360","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725"],"abstract_inverted_index":{"The":[0],"DigiScope":[1,34],"project":[2],"aims":[3],"at":[4],"developing":[5],"a":[6,38,52,65],"digitally":[7],"enhanced":[8],"stethoscope":[9],"capable":[10],"of":[11,14,29,33,40,57,64],"using":[12],"state":[13],"the":[15,30,58],"art":[16],"technology":[17],"in":[18,23],"order":[19],"to":[20,36],"help":[21],"physicians":[22],"their":[24],"daily":[25],"medical":[26,44],"routine.":[27],"One":[28],"main":[31],"tasks":[32],"is":[35],"build":[37],"repository":[39],"auscultations":[41,60],"(sound":[42],"and":[43,55],"related":[45],"data).":[46],"In":[47],"this":[48],"work,":[49],"we":[50],"present":[51],"preliminary":[53],"analysis":[54],"study":[56],"first":[59],"performed":[61],"on":[62],"children":[63],"Brazilian":[66],"hospital.":[67],"Results":[68],"indicate":[69],"that":[70,75,85],"classifiers":[71],"can":[72],"be":[73],"obtained":[74],"distinguish":[76],"reasonably":[77],"well":[78],"patients":[79],"with":[80],"cardiac":[81],"pathologies":[82],"from":[83],"those":[84],"do":[86],"not":[87],"have":[88],"pathologies.":[89]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
