{"id":"https://openalex.org/W2513217656","doi":"https://doi.org/10.1109/tbme.2016.2603787","title":"Automated Identification of Innocent Still's Murmur in Children","display_name":"Automated Identification of Innocent Still's Murmur in Children","publication_year":2016,"publication_date":"2016-08-26","ids":{"openalex":"https://openalex.org/W2513217656","doi":"https://doi.org/10.1109/tbme.2016.2603787","mag":"2513217656","pmid":"https://pubmed.ncbi.nlm.nih.gov/27576242"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2016.2603787","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2016.2603787","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","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/A5087356502","display_name":"Sukryool Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I1336742384","display_name":"Children's National","ror":"https://ror.org/03wa2q724","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1336742384"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sukryool Kang","raw_affiliation_strings":["Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Health System"],"affiliations":[{"raw_affiliation_string":"Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Health System","institution_ids":["https://openalex.org/I1336742384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089409795","display_name":"Robin Winkler Doroshow","orcid":null},"institutions":[{"id":"https://openalex.org/I1336742384","display_name":"Children's National","ror":"https://ror.org/03wa2q724","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1336742384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robin Doroshow","raw_affiliation_strings":["Division of Cardiology, Children's National Health System"],"affiliations":[{"raw_affiliation_string":"Division of Cardiology, Children's National Health System","institution_ids":["https://openalex.org/I1336742384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020910153","display_name":"James McConnaughey","orcid":null},"institutions":[{"id":"https://openalex.org/I1336742384","display_name":"Children's National","ror":"https://ror.org/03wa2q724","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1336742384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James McConnaughey","raw_affiliation_strings":["Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Health System"],"affiliations":[{"raw_affiliation_string":"Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Health System","institution_ids":["https://openalex.org/I1336742384"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015444670","display_name":"Raj Shekhar","orcid":"https://orcid.org/0000-0002-2047-3214"},"institutions":[{"id":"https://openalex.org/I1336742384","display_name":"Children's National","ror":"https://ror.org/03wa2q724","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1336742384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raj Shekhar","raw_affiliation_strings":["Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Health System, Washington, DC, USA"],"affiliations":[{"raw_affiliation_string":"Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Health System, Washington, DC, USA","institution_ids":["https://openalex.org/I1336742384"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5087356502"],"corresponding_institution_ids":["https://openalex.org/I1336742384"],"apc_list":null,"apc_paid":null,"fwci":1.7709,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.86109044,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"64","issue":"6","first_page":"1326","last_page":"1334"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":1.0,"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":1.0,"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/stethoscope","display_name":"Stethoscope","score":0.693781852722168},{"id":"https://openalex.org/keywords/auscultation","display_name":"Auscultation","score":0.6716018319129944},{"id":"https://openalex.org/keywords/heart-murmur","display_name":"Heart murmur","score":0.6588355898857117},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.5960189700126648},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5329172611236572},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5235414505004883},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5170927047729492},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.47260621190071106},{"id":"https://openalex.org/keywords/heart-sounds","display_name":"Heart sounds","score":0.4562368094921112},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4498247504234314},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4151929020881653},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2710998058319092},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.12993955612182617},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.10036727786064148}],"concepts":[{"id":"https://openalex.org/C2779055095","wikidata":"https://www.wikidata.org/wiki/Q162339","display_name":"Stethoscope","level":2,"score":0.693781852722168},{"id":"https://openalex.org/C2777324038","wikidata":"https://www.wikidata.org/wiki/Q779054","display_name":"Auscultation","level":2,"score":0.6716018319129944},{"id":"https://openalex.org/C2780379053","wikidata":"https://www.wikidata.org/wiki/Q1060911","display_name":"Heart murmur","level":2,"score":0.6588355898857117},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.5960189700126648},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5329172611236572},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5235414505004883},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5170927047729492},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.47260621190071106},{"id":"https://openalex.org/C2779435589","wikidata":"https://www.wikidata.org/wiki/Q967103","display_name":"Heart sounds","level":2,"score":0.4562368094921112},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4498247504234314},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4151929020881653},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2710998058319092},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.12993955612182617},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.10036727786064148},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006326","descriptor_name":"Heart Auscultation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006326","descriptor_name":"Heart Auscultation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006326","descriptor_name":"Heart Auscultation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006337","descriptor_name":"Heart Murmurs","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D006337","descriptor_name":"Heart Murmurs","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D006337","descriptor_name":"Heart Murmurs","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D006337","descriptor_name":"Heart Murmurs","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006337","descriptor_name":"Heart Murmurs","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006337","descriptor_name":"Heart Murmurs","qualifier_ui":"Q000175","qualifier_name":"diagnosis","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":"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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013018","descriptor_name":"Sound Spectrography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013018","descriptor_name":"Sound Spectrography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013018","descriptor_name":"Sound Spectrography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tbme.2016.2603787","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2016.2603787","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:27576242","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27576242","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":"IEEE transactions on bio-medical engineering","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1751223533","https://openalex.org/W1783460453","https://openalex.org/W1849589026","https://openalex.org/W1966425029","https://openalex.org/W1974617363","https://openalex.org/W1995819996","https://openalex.org/W1996346147","https://openalex.org/W1998630656","https://openalex.org/W2003574589","https://openalex.org/W2006584053","https://openalex.org/W2011620511","https://openalex.org/W2021568760","https://openalex.org/W2028558462","https://openalex.org/W2034231036","https://openalex.org/W2043999892","https://openalex.org/W2049734941","https://openalex.org/W2049958307","https://openalex.org/W2052118492","https://openalex.org/W2064615500","https://openalex.org/W2070122672","https://openalex.org/W2083974013","https://openalex.org/W2086982570","https://openalex.org/W2089184563","https://openalex.org/W2089982194","https://openalex.org/W2097085008","https://openalex.org/W2107216691","https://openalex.org/W2109723817","https://openalex.org/W2120578902","https://openalex.org/W2122136987","https://openalex.org/W2132818006","https://openalex.org/W2143755314","https://openalex.org/W2145641829","https://openalex.org/W2162451429","https://openalex.org/W2162627165","https://openalex.org/W2163518096","https://openalex.org/W2171740201","https://openalex.org/W2294814606","https://openalex.org/W2604929922","https://openalex.org/W4237805639","https://openalex.org/W4294236058","https://openalex.org/W4295106390","https://openalex.org/W6735749456"],"related_works":["https://openalex.org/W1970711085","https://openalex.org/W2169429233","https://openalex.org/W4206320658","https://openalex.org/W2028865152","https://openalex.org/W4386897925","https://openalex.org/W1972438460","https://openalex.org/W2754177862","https://openalex.org/W1980130537","https://openalex.org/W3004587664","https://openalex.org/W1601748943"],"abstract_inverted_index":{"To":[0],"our":[1,3],"knowledge,":[2],"solution":[4],"is":[5],"the":[6,21,26],"first":[7],"murmur":[8,32],"classifier":[9],"that":[10],"focuses":[11],"singularly":[12],"on":[13],"Still's":[14,31],"murmur.":[15],"Following":[16],"further":[17],"refinement":[18],"and":[19],"testing,":[20],"presented":[22],"algorithm":[23],"could":[24],"reduce":[25],"number":[27],"of":[28],"children":[29],"with":[30],"referred":[33],"unnecessarily":[34],"to":[35],"pediatric":[36],"cardiologists.":[37]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}