{"id":"https://openalex.org/W3215093274","doi":"https://doi.org/10.1101/2021.11.18.21266503","title":"Artificial intelligence in the respiratory sounds analysis and computer diagnostics of bronchial asthma","display_name":"Artificial intelligence in the respiratory sounds analysis and computer diagnostics of bronchial asthma","publication_year":2021,"publication_date":"2021-11-21","ids":{"openalex":"https://openalex.org/W3215093274","doi":"https://doi.org/10.1101/2021.11.18.21266503","mag":"3215093274"},"language":"en","primary_location":{"id":"doi:10.1101/2021.11.18.21266503","doi":"https://doi.org/10.1101/2021.11.18.21266503","is_oa":true,"landing_page_url":"https://doi.org/10.1101/2021.11.18.21266503","pdf_url":"https://www.medrxiv.org/content/medrxiv/early/2021/11/21/2021.11.18.21266503.full.pdf","source":{"id":"https://openalex.org/S3005729997","display_name":"medRxiv","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":["https://openalex.org/P4310315909"],"host_organization_lineage_names":["Cold Spring Harbor Laboratory Press"],"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":"medRxiv","raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.medrxiv.org/content/medrxiv/early/2021/11/21/2021.11.18.21266503.full.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032076353","display_name":"A. Gelman","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"A. Gelman","raw_affiliation_strings":["Physics Department, Ben-Gurion University of the Negev, Beer-Sheva, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Physics Department, Ben-Gurion University of the Negev, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056971797","display_name":"Vladimir Sokolovsky","orcid":"https://orcid.org/0000-0003-4887-413X","observed_orcids":["https://orcid.org/0000-0003-4887-413X"]},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"V. Sokolovsky","raw_affiliation_strings":["Physics Department, Ben-Gurion University of the Negev, Beer-Sheva, Israel"],"raw_orcid":"https://orcid.org/0000-0003-4887-413X","affiliations":[{"raw_affiliation_string":"Physics Department, Ben-Gurion University of the Negev, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050730329","display_name":"\u0415. \u0413. \u0424\u0443\u0440\u043c\u0430\u043d","orcid":"https://orcid.org/0000-0002-1751-5532","observed_orcids":["https://orcid.org/0000-0002-1751-5532"]},"institutions":[{"id":"https://openalex.org/I4210088483","display_name":"Perm State Medical Academy","ror":"https://ror.org/003a79y48","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210088483"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"E. Furman","raw_affiliation_strings":["Pediatrics Department, E.A. Vagner Perm State Medical University, Perm, Russian Federation"],"raw_orcid":"https://orcid.org/0000-0002-1751-5532","affiliations":[{"raw_affiliation_string":"Pediatrics Department, E.A. Vagner Perm State Medical University, Perm, Russian Federation","institution_ids":["https://openalex.org/I4210088483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048053761","display_name":"\u041d. \u041c. \u041a\u0430\u043b\u0438\u043d\u0438\u043d\u0430","orcid":"https://orcid.org/0000-0002-4357-1212","observed_orcids":["https://orcid.org/0000-0002-4357-1212"]},"institutions":[{"id":"https://openalex.org/I4210088483","display_name":"Perm State Medical Academy","ror":"https://ror.org/003a79y48","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210088483"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"N. Kalinina","raw_affiliation_strings":["Pediatrics Department, E.A. Vagner Perm State Medical University, Perm, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pediatrics Department, E.A. Vagner Perm State Medical University, Perm, Russian Federation","institution_ids":["https://openalex.org/I4210088483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034128393","display_name":"G. B. Furman","orcid":"https://orcid.org/0000-0001-7303-9414","observed_orcids":["https://orcid.org/0000-0001-7303-9414"]},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"G. Furman","raw_affiliation_strings":["Physics Department, Ben-Gurion University of the Negev, Beer-Sheva, Israel"],"raw_orcid":"https://orcid.org/0000-0001-7303-9414","affiliations":[{"raw_affiliation_string":"Physics Department, Ben-Gurion University of the Negev, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5034128393"],"corresponding_institution_ids":["https://openalex.org/I124227911"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10051","display_name":"Asthma and respiratory diseases","score":0.0,"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/asthma","display_name":"asthma","score":0.9950000047683716},{"id":"https://openalex.org/keywords/respiratory-sounds","display_name":"lung sounds","score":0.703000009059906},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.9350000023841858},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.7889999747276306},{"id":"https://openalex.org/keywords/asthma-screening","display_name":"asthma screening","score":0.597000002861023},{"id":"https://openalex.org/keywords/telemedicine","display_name":"telemedicine","score":0.8349999785423279},{"id":"https://openalex.org/keywords/remote-patient-monitoring","display_name":"remote patient monitoring","score":0.8009999990463257},{"id":"https://openalex.org/keywords/disease-stage","display_name":"disease stage","score":0.36800000071525574}],"concepts":[{"id":"https://openalex.org/C2776042228","wikidata":"https://www.wikidata.org/wiki/Q35869","display_name":"Asthma","level":2,"score":0.8064652681350708},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6519103646278381},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5618586540222168},{"id":"https://openalex.org/C160798450","wikidata":"https://www.wikidata.org/wiki/Q4230870","display_name":"Concordance","level":2,"score":0.48664388060569763},{"id":"https://openalex.org/C2777402568","wikidata":"https://www.wikidata.org/wiki/Q779038","display_name":"Respiratory sounds","level":3,"score":0.48581385612487793},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35745716094970703},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3322962522506714},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2146795392036438},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1101/2021.11.18.21266503","doi":"https://doi.org/10.1101/2021.11.18.21266503","is_oa":true,"landing_page_url":"https://doi.org/10.1101/2021.11.18.21266503","pdf_url":"https://www.medrxiv.org/content/medrxiv/early/2021/11/21/2021.11.18.21266503.full.pdf","source":{"id":"https://openalex.org/S3005729997","display_name":"medRxiv","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":["https://openalex.org/P4310315909"],"host_organization_lineage_names":["Cold Spring Harbor Laboratory Press"],"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":"medRxiv","raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.1101/2021.11.18.21266503","doi":"https://doi.org/10.1101/2021.11.18.21266503","is_oa":true,"landing_page_url":"https://doi.org/10.1101/2021.11.18.21266503","pdf_url":"https://www.medrxiv.org/content/medrxiv/early/2021/11/21/2021.11.18.21266503.full.pdf","source":{"id":"https://openalex.org/S3005729997","display_name":"medRxiv","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":["https://openalex.org/P4310315909"],"host_organization_lineage_names":["Cold Spring Harbor Laboratory Press"],"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":"medRxiv","raw_type":"posted-content"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.9537000060081482,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321079","display_name":"Russian Foundation for Basic Research","ror":"https://ror.org/02mh1ke95"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3215093274.pdf","grobid_xml":"https://content.openalex.org/works/W3215093274.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W178628438","https://openalex.org/W1845596500","https://openalex.org/W1985372952","https://openalex.org/W1985886735","https://openalex.org/W2002830978","https://openalex.org/W2006496915","https://openalex.org/W2060900973","https://openalex.org/W2074322948","https://openalex.org/W2133073150","https://openalex.org/W2134466274","https://openalex.org/W2151124172","https://openalex.org/W2158135394","https://openalex.org/W2160422165","https://openalex.org/W2329354866","https://openalex.org/W2329696343","https://openalex.org/W2554616561","https://openalex.org/W2572642597","https://openalex.org/W2747821050","https://openalex.org/W2770001088","https://openalex.org/W2796251467","https://openalex.org/W2891623003","https://openalex.org/W2904277181","https://openalex.org/W2916099831","https://openalex.org/W2941670483","https://openalex.org/W2947606239","https://openalex.org/W2953935365","https://openalex.org/W2954918427","https://openalex.org/W2994404151","https://openalex.org/W3049208113","https://openalex.org/W3186346307","https://openalex.org/W3212961237","https://openalex.org/W4213102919","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4307687698","https://openalex.org/W4315487202","https://openalex.org/W4416636360","https://openalex.org/W1970931220","https://openalex.org/W2473167446","https://openalex.org/W3213532725","https://openalex.org/W4211192981","https://openalex.org/W4409010004","https://openalex.org/W2905835226","https://openalex.org/W2906383475"],"abstract_inverted_index":{"Abstract":[0],"Using":[1],"a":[2,17,70,96,149],"database":[3,37],"containing":[4],"audio":[5],"files":[6],"of":[7,11,19,30,41,44,50,63,104,115,118,121,127,144,151,158,175,185,193,199],"respiratory":[8,42],"sound":[9,159],"records":[10,40,62],"asthmatic":[12],"patients":[13,46],"and":[14,60,94,124,147,178,196],"healthy":[15],"patients,":[16],"method":[18,103,163,171],"computer-aided":[20,105],"diagnostics":[21,106,174],"based":[22],"on":[23,83,90,98],"the":[24,51,77,81,84,86,91,99,156,173,181,197,200],"machine":[25],"learning":[26],"technique":[27],"\u2013":[28],"creation":[29],"neural":[31],"networks,":[32],"has":[33],"been":[34],"developed.":[35],"The":[36,101,129,161],"contains":[38],"952":[39],"sounds":[43],"asthma":[45,110,139,177],"at":[47,73,95],"different":[48],"stages":[49],"disease,":[52,152],"aged":[53],"from":[54],"several":[55],"months":[56],"to":[57,136],"47":[58],"years,":[59],"167":[61],"volunteers.":[64],"Records":[65],"were":[66],"carried":[67],"out":[68],"with":[69,111,140],"quiet":[71],"breathing":[72],"four":[74],"points:":[75],"in":[76,203],"oral":[78],"cavity,":[79],"above":[80],"trachea,":[82],"chest,":[85],"second":[87],"intercostal":[88],"space":[89],"right":[92],"side,":[93],"point":[97,157],"back.":[100],"developed":[102,162],"allows":[107],"diagnosing":[108],"bronchial":[109,138,176],"high":[112,141],"reliability:":[113],"sensitivity":[114],"89.3%,":[116],"specificity":[117],"86%,":[119],"accuracy":[120],"about":[122],"88%":[123],"Youden\u2019s":[125],"index":[126],"0.753.":[128],"program":[130],"learned":[131],"once":[132],"makes":[133],"it":[134],"possible":[135],"diagnose":[137],"reliability":[142],"regardless":[143],"patient\u2019s":[145,194],"gender":[146],"age,":[148],"stage":[150],"as":[153,155,167,180],"well":[154],"recording.":[160],"can":[164],"be":[165],"used":[166],"an":[168],"additional":[169],"screening":[170],"for":[172,183],"serve":[179],"basis":[182],"development":[184],"computer":[186],"control":[187,191],"methods,":[188],"including":[189],"remote":[190],"(telemedicine)":[192],"condition":[195],"effectiveness":[198],"applied":[201],"drugs":[202],"real":[204],"time.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2021-12-06T00:00:00"}
