{"id":"https://openalex.org/W4400446331","doi":"https://doi.org/10.1109/mmul.2024.3422022","title":"Multimodal Integration of an Enhanced Novel Pulmonary Auscultation Real-Time Diagnostic System","display_name":"Multimodal Integration of an Enhanced Novel Pulmonary Auscultation Real-Time Diagnostic System","publication_year":2024,"publication_date":"2024-07-01","ids":{"openalex":"https://openalex.org/W4400446331","doi":"https://doi.org/10.1109/mmul.2024.3422022"},"language":"en","primary_location":{"id":"doi:10.1109/mmul.2024.3422022","doi":"https://doi.org/10.1109/mmul.2024.3422022","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmul.2024.3422022","pdf_url":null,"source":{"id":"https://openalex.org/S72873717","display_name":"IEEE Multimedia","issn_l":"1070-986X","issn":["1070-986X","1941-0166"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 MultiMedia","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5034138023","display_name":"S Abhishek","orcid":"https://orcid.org/0009-0002-6537-5746","observed_orcids":["https://orcid.org/0009-0002-6537-5746"]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Abhishek","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham, Amritapuri, India","Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, India"],"raw_orcid":"https://orcid.org/0009-0002-6537-5746","affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110991511","display_name":"A. J. Ananthapadmanabhan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A J Ananthapadmanabhan","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham, Amritapuri, India","Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102963931","display_name":"Tricha Anjali","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"T. Anjali","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham, Amritapuri, India","Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, India"],"raw_orcid":"https://orcid.org/0000-0003-1584-0179","affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":null,"display_name":"S. Reyma","orcid":"https://orcid.org/0000-0003-2391-2013","observed_orcids":["https://orcid.org/0000-0003-2391-2013"]},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Reyma","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham, Amritapuri, India","Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, India"],"raw_orcid":"https://orcid.org/0000-0003-2391-2013","affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005066553","display_name":"Arvind Perathur","orcid":"https://orcid.org/0000-0002-7167-0998","observed_orcids":["https://orcid.org/0000-0002-7167-0998"]},"institutions":[{"id":"https://openalex.org/I1282879092","display_name":"Amrita Institute of Medical Sciences and Research Centre","ror":"https://ror.org/05ahcwz21","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I1282879092"]},{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arvind Perathur","raw_affiliation_strings":["Amrita Institute of Medical Science, Kochi, India","Department of Pulmonary Medicine, Amrita Institute of Medical Science, Kochi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Institute of Medical Science, Kochi, India","institution_ids":["https://openalex.org/I1282879092","https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Pulmonary Medicine, Amrita Institute of Medical Science, Kochi, India","institution_ids":["https://openalex.org/I1282879092","https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068771985","display_name":"Rina Barouch\u2010Bentov","orcid":"https://orcid.org/0000-0002-5964-2329","observed_orcids":["https://orcid.org/0000-0002-5964-2329"]},"institutions":[{"id":"https://openalex.org/I4210137306","display_name":"Stanford Medicine","ror":"https://ror.org/03mtd9a03","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210137306","https://openalex.org/I97018004"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rina Barouch Bentov","raw_affiliation_strings":["Stanford University School of Medicine, Stanford, CA, USA","Department of Competitive medicine, Stanford University School of Medicine, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University School of Medicine, Stanford, CA, USA","institution_ids":["https://openalex.org/I4210137306","https://openalex.org/I97018004"]},{"raw_affiliation_string":"Department of Competitive medicine, Stanford University School of Medicine, Stanford, CA, USA","institution_ids":["https://openalex.org/I4210137306","https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2995,"currency":"USD","value_usd":2995},"apc_paid":null,"fwci":2.327,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.87698663,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"31","issue":"3","first_page":"18","last_page":"43"},"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":0.0,"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/T11309","display_name":"Music and Audio Processing","score":0.0,"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/lung-auscultation","display_name":"lung auscultation","score":0.9549999833106995},{"id":"https://openalex.org/keywords/respiratory-sound-classification","display_name":"respiratory sound classification","score":0.9449999928474426},{"id":"https://openalex.org/keywords/real-time-diagnosis","display_name":"real-time diagnosis","score":0.6439999938011169},{"id":"https://openalex.org/keywords/raspberry-pi","display_name":"Raspberry Pi","score":0.9470000267028809},{"id":"https://openalex.org/keywords/multimodal-integration","display_name":"multimodal integration","score":0.7860000133514404},{"id":"https://openalex.org/keywords/respiratory-diseases","display_name":"respiratory diseases","score":0.3529999852180481},{"id":"https://openalex.org/keywords/temporal-context-modeling","display_name":"temporal context modeling","score":0.5580000281333923}],"concepts":[{"id":"https://openalex.org/C2777324038","wikidata":"https://www.wikidata.org/wiki/Q779054","display_name":"Auscultation","level":2,"score":0.8075553178787231},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7705010175704956},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40397024154663086},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.40005677938461304},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35827744007110596},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3447585701942444},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.33973756432533264},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1643121838569641},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.09033265709877014}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mmul.2024.3422022","doi":"https://doi.org/10.1109/mmul.2024.3422022","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmul.2024.3422022","pdf_url":null,"source":{"id":"https://openalex.org/S72873717","display_name":"IEEE Multimedia","issn_l":"1070-986X","issn":["1070-986X","1941-0166"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 MultiMedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8560000061988831,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4396913675","https://openalex.org/W7115679195","https://openalex.org/W4401071483","https://openalex.org/W4323041795","https://openalex.org/W4366979100","https://openalex.org/W7117493953","https://openalex.org/W6981146632","https://openalex.org/W7147703014","https://openalex.org/W4415897756","https://openalex.org/W7163767372"],"abstract_inverted_index":{"Respiratory":[0],"illnesses":[1,37],"pose":[2],"a":[3,40,53,145],"significant":[4],"threat":[5,34],"to":[6,26,82,102,153],"life":[7],"worldwide,":[8],"necessitating":[9],"prompt":[10],"identification":[11],"and":[12,106,127],"effective":[13],"intervention.":[14],"Conventional":[15],"organ":[16],"examination":[17,76],"methods":[18],"are":[19],"restrained":[20],"by":[21,38,122],"certain":[22],"shortcomings":[23],"that":[24,150],"lead":[25],"inconsistent":[27],"diagnosis.":[28],"This":[29],"research":[30],"addresses":[31],"the":[32,64,72,78,109],"global":[33],"of":[35,59,66,74,87,111,116,147],"respiratory":[36,60,142,148],"introducing":[39],"unique":[41],"hybrid":[42],"convolutional":[43],"neural":[44],"network":[45],"(CNN)\u2013gated":[46],"recurrent":[47],"unit":[48],"(GRU)":[49],"architecture":[50],"deployed":[51],"on":[52,141],"Raspberry":[54],"Pi":[55],"for":[56,108],"real-time":[57],"classification":[58],"auditory":[61],"cues,":[62],"leveraging":[63],"power":[65],"sound":[67,99,125,143],"in":[68,89],"diagnostics.":[69],"By":[70],"overcoming":[71],"limitations":[73],"conventional":[75],"methods,":[77],"system":[79,94],"was":[80],"able":[81],"achieve":[83],"an":[84,117],"impressive":[85],"accuracy":[86],"98%":[88],"distinguishing":[90],"unusual":[91],"auscultations.":[92],"The":[93,114,136],"incorporated":[95],"multimedia":[96],"elements,":[97,129],"particularly":[98,140],"with":[100,133],"CNNs":[101],"extract":[103],"spatial":[104],"attributes,":[105],"GRUs":[107],"comprehension":[110],"temporal":[112],"context.":[113],"utilization":[115],"instinctual":[118],"online":[119],"interface,":[120],"complemented":[121],"visualizations,":[123],"dynamic":[124],"patterns,":[126],"interactive":[128],"eased":[130],"direct":[131],"communication":[132],"medical":[134],"professionals.":[135],"multimedia-centered":[137],"approach":[138],"focused":[139],"indicates":[144],"landmark":[146],"diagnostics":[149],"is":[151],"poised":[152],"enhance":[154],"health-care":[155],"outcomes":[156],"globally.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":4}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-07-10T00:00:00"}