{"id":"https://openalex.org/W3174777244","doi":"https://doi.org/10.1109/jbhi.2022.3144314","title":"Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings","display_name":"Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings","publication_year":2022,"publication_date":"2022-01-21","ids":{"openalex":"https://openalex.org/W3174777244","doi":"https://doi.org/10.1109/jbhi.2022.3144314","mag":"3174777244","pmid":"https://pubmed.ncbi.nlm.nih.gov/35061595"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2022.3144314","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3144314","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","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":null,"display_name":"Tharindu Fernando","orcid":"https://orcid.org/0000-0002-6935-1816"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Tharindu Fernando","raw_affiliation_strings":["Signal Processing, Artificial Intelligence, and Vision Technologies (SAIVT), Queensland University of Technology, Brisbane, Queensland, Australia"],"affiliations":[{"raw_affiliation_string":"Signal Processing, Artificial Intelligence, and Vision Technologies (SAIVT), Queensland University of Technology, Brisbane, Queensland, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sridha Sridharan","orcid":"https://orcid.org/0000-0003-4316-9001"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sridha Sridharan","raw_affiliation_strings":["Signal Processing, Artificial Intelligence, and Vision Technologies (SAIVT), Queensland University of Technology, Brisbane, Queensland, Australia"],"affiliations":[{"raw_affiliation_string":"Signal Processing, Artificial Intelligence, and Vision Technologies (SAIVT), Queensland University of Technology, Brisbane, Queensland, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Simon Denman","orcid":"https://orcid.org/0000-0002-0983-5480"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Simon Denman","raw_affiliation_strings":["Signal Processing, Artificial Intelligence, and Vision Technologies (SAIVT), Queensland University of Technology, Brisbane, Queensland, Australia"],"affiliations":[{"raw_affiliation_string":"Signal Processing, Artificial Intelligence, and Vision Technologies (SAIVT), Queensland University of Technology, Brisbane, Queensland, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Houman Ghaemmaghami","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Houman Ghaemmaghami","raw_affiliation_strings":["M3DICINE Pty Ltd., Brisbane, Queensland, Australia"],"affiliations":[{"raw_affiliation_string":"M3DICINE Pty Ltd., Brisbane, Queensland, Australia","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Clinton Fookes","orcid":"https://orcid.org/0000-0002-8515-6324"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Clinton Fookes","raw_affiliation_strings":["Signal Processing, Artificial Intelligence, and Vision Technologies (SAIVT), Queensland University of Technology, Brisbane, Queensland, Australia"],"affiliations":[{"raw_affiliation_string":"Signal Processing, Artificial Intelligence, and Vision Technologies (SAIVT), Queensland University of Technology, Brisbane, Queensland, Australia","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I160993911"],"apc_list":null,"apc_paid":null,"fwci":6.3784,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.97551609,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"26","issue":"7","first_page":"2898","last_page":"2908"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9786999821662903,"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":0.9786999821662903,"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/T12418","display_name":"Respiratory and Cough-Related Research","score":0.008100000210106373,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.001500000013038516,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.927299976348877},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6392999887466431},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6008999943733215},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5787000060081482},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5073999762535095},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4408999979496002},{"id":"https://openalex.org/keywords/sound","display_name":"Sound (geography)","score":0.3763999938964844}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.927299976348877},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7791000008583069},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6392999887466431},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6274999976158142},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6008999943733215},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5787000060081482},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5073999762535095},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4408999979496002},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3903000056743622},{"id":"https://openalex.org/C203718221","wikidata":"https://www.wikidata.org/wiki/Q491713","display_name":"Sound (geography)","level":2,"score":0.3763999938964844},{"id":"https://openalex.org/C2777402568","wikidata":"https://www.wikidata.org/wiki/Q779038","display_name":"Respiratory sounds","level":3,"score":0.35179999470710754},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3353999853134155},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32580000162124634},{"id":"https://openalex.org/C34951282","wikidata":"https://www.wikidata.org/wiki/Q864191","display_name":"Bioacoustics","level":2,"score":0.3246999979019165},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.31040000915527344},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.3050000071525574},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.2996000051498413},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.2924000024795532},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2872999906539917},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.27000001072883606}],"mesh":[{"descriptor_ui":"D000087983","descriptor_name":"Sound Recordings","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000087983","descriptor_name":"Sound Recordings","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000087983","descriptor_name":"Sound Recordings","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":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":false},{"descriptor_ui":"D001314","descriptor_name":"Auscultation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001314","descriptor_name":"Auscultation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001314","descriptor_name":"Auscultation","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D008168","descriptor_name":"Lung","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012135","descriptor_name":"Respiratory Sounds","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012135","descriptor_name":"Respiratory Sounds","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012135","descriptor_name":"Respiratory Sounds","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2022.3144314","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3144314","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:35061595","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35061595","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 journal of biomedical and health informatics","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":33,"referenced_works":["https://openalex.org/W55501266","https://openalex.org/W639708223","https://openalex.org/W1989590026","https://openalex.org/W1999187577","https://openalex.org/W2064675550","https://openalex.org/W2090279030","https://openalex.org/W2157331557","https://openalex.org/W2194775991","https://openalex.org/W2550143307","https://openalex.org/W2599022205","https://openalex.org/W2770896033","https://openalex.org/W2794621083","https://openalex.org/W2899245535","https://openalex.org/W2923148076","https://openalex.org/W2936774411","https://openalex.org/W2963853051","https://openalex.org/W2964770898","https://openalex.org/W2982162446","https://openalex.org/W2984379537","https://openalex.org/W3003965947","https://openalex.org/W3011086304","https://openalex.org/W3016990543","https://openalex.org/W3027928993","https://openalex.org/W3031621189","https://openalex.org/W3080752099","https://openalex.org/W3081780118","https://openalex.org/W3116715673","https://openalex.org/W3135818473","https://openalex.org/W3174451793","https://openalex.org/W6631190155","https://openalex.org/W6736518430","https://openalex.org/W6739901393","https://openalex.org/W6751739117"],"related_works":[],"abstract_inverted_index":{"Lung":[0],"sound":[1],"event":[2],"detection":[3],"is":[4],"a":[5,17],"primary":[6],"diagnostic":[7],"step":[8],"for":[9,47],"numerous":[10],"respiratory":[11],"diseases.":[12],"The":[13,34],"proposed":[14],"method":[15],"provides":[16,27],"cost-effective":[18],"and":[19,26],"efficient":[20],"alternative":[21],"to":[22,39],"exhaustive":[23],"manual":[24],"segmentation,":[25],"more":[28],"accurate":[29],"segmentation":[30],"than":[31],"existing":[32],"methods.":[33],"end-to-end":[35],"model":[36],"interpretability":[37],"helps":[38],"build":[40],"the":[41,45],"required":[42],"trust":[43],"in":[44,49],"system":[46],"use":[48],"clinical":[50],"settings.":[51]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2021-07-05T00:00:00"}
