{"id":"https://openalex.org/W3159090902","doi":"https://doi.org/10.1109/iscas51556.2021.9401353","title":"Smart Dysphagia Detection System with Adaptive Boosting Analysis of Throat Signals","display_name":"Smart Dysphagia Detection System with Adaptive Boosting Analysis of Throat Signals","publication_year":2021,"publication_date":"2021-04-27","ids":{"openalex":"https://openalex.org/W3159090902","doi":"https://doi.org/10.1109/iscas51556.2021.9401353","mag":"3159090902"},"language":"en","primary_location":{"id":"doi:10.1109/iscas51556.2021.9401353","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas51556.2021.9401353","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Symposium on Circuits and Systems (ISCAS)","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/A5101539440","display_name":"Shenghan Wang","orcid":"https://orcid.org/0000-0002-4472-3986"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shenghan Wang","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101970189","display_name":"Yangyang Jiang","orcid":"https://orcid.org/0000-0001-8291-4161"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangyang Jiang","raw_affiliation_strings":["The Center of Gerontology and Geriatrics, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"The Center of Gerontology and Geriatrics, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038450555","display_name":"Hengling Zhao","orcid":"https://orcid.org/0000-0001-9882-0872"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hengling Zhao","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035483282","display_name":"Xue Yang","orcid":"https://orcid.org/0000-0002-9775-5009"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue Yang","raw_affiliation_strings":["The Center of Gerontology and Geriatrics, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"The Center of Gerontology and Geriatrics, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100782372","display_name":"Zhonghao Zhang","orcid":"https://orcid.org/0000-0002-4354-4636"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhonghao Zhang","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034427070","display_name":"Ce Zhu","orcid":"https://orcid.org/0000-0001-7607-707X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ce Zhu","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414468","display_name":"Ying Li","orcid":"https://orcid.org/0000-0003-4148-0154"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Li","raw_affiliation_strings":["The Center of Gerontology and Geriatrics, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"The Center of Gerontology and Geriatrics, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100610065","display_name":"Yipeng Liu","orcid":"https://orcid.org/0000-0003-2084-8781"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yipeng Liu","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101539440"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":1.1071,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.78342484,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11358","display_name":"Dysphagia Assessment and Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11358","display_name":"Dysphagia Assessment and Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"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/T10863","display_name":"Voice and Speech Disorders","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T11260","display_name":"Tracheal and airway disorders","score":0.9976999759674072,"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/computer-science","display_name":"Computer science","score":0.7049710154533386},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6192979216575623},{"id":"https://openalex.org/keywords/headset","display_name":"Headset","score":0.6142258644104004},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.5488739609718323},{"id":"https://openalex.org/keywords/dysphagia","display_name":"Dysphagia","score":0.5487398505210876},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5441991686820984},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.526546061038971},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4361039102077484},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.4116251468658447},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.26565098762512207},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18057483434677124},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.09541016817092896}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7049710154533386},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6192979216575623},{"id":"https://openalex.org/C2780657452","wikidata":"https://www.wikidata.org/wiki/Q1193170","display_name":"Headset","level":2,"score":0.6142258644104004},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.5488739609718323},{"id":"https://openalex.org/C2780596822","wikidata":"https://www.wikidata.org/wiki/Q623289","display_name":"Dysphagia","level":2,"score":0.5487398505210876},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5441991686820984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.526546061038971},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4361039102077484},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.4116251468658447},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.26565098762512207},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18057483434677124},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.09541016817092896},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas51556.2021.9401353","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas51556.2021.9401353","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5600000023841858}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322990","display_name":"Sichuan University","ror":"https://ror.org/011ashp19"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W187481269","https://openalex.org/W1967196704","https://openalex.org/W1982255114","https://openalex.org/W1986184447","https://openalex.org/W1988790447","https://openalex.org/W2022410788","https://openalex.org/W2024860198","https://openalex.org/W2079789220","https://openalex.org/W2083350059","https://openalex.org/W2160447150","https://openalex.org/W2761197040","https://openalex.org/W2763471831","https://openalex.org/W2764175304","https://openalex.org/W2765626876","https://openalex.org/W2789804061","https://openalex.org/W2897150037","https://openalex.org/W2964676347","https://openalex.org/W3090805226","https://openalex.org/W3216401400","https://openalex.org/W4242401812"],"related_works":["https://openalex.org/W2549567669","https://openalex.org/W104838418","https://openalex.org/W1532889363","https://openalex.org/W4292416459","https://openalex.org/W2394331374","https://openalex.org/W4225253169","https://openalex.org/W2626842453","https://openalex.org/W2946426818","https://openalex.org/W4321180712","https://openalex.org/W1487671059"],"abstract_inverted_index":{"Dysphagia":[0],"is":[1,71,84],"a":[2,30,50],"symptom":[3],"of":[4,112],"many":[5],"neurological":[6],"disorders.":[7],"Existing":[8],"diagnosis":[9],"systems":[10],"are":[11,19],"either":[12],"invasive":[13],"or":[14],"require":[15],"swallowing":[16],"liquids,":[17],"which":[18],"costly":[20],"and":[21,80,119,125],"harmful":[22],"to":[23,61,73,99],"humans.":[24],"In":[25,89],"this":[26,90],"work,":[27],"we":[28,48,92],"design":[29],"smart":[31],"dysphagia":[32,102],"detection":[33],"system":[34,115],"based":[35],"on":[36],"speech":[37,64,67],"signals.":[38,65],"Rather":[39],"than":[40],"the":[41,59,76,101,108,113],"voice":[42],"data":[43,78],"acquired":[44],"by":[45],"traditional":[46],"microphones,":[47],"apply":[49],"bone":[51],"conduction":[52],"headset":[53],"for":[54,86],"vibration":[55],"signal":[56],"acquisition":[57],"from":[58],"throat":[60],"get":[62],"cleaner":[63],"After":[66],"feature":[68],"extraction,":[69],"under-sampling":[70],"performed":[72],"deal":[74],"with":[75],"imbalanced":[77],"problem,":[79],"principal":[81],"component":[82],"analysis":[83],"used":[85],"dimensionality":[87],"reduction.":[88],"paper,":[91],"construct":[93],"an":[94],"ensemble":[95],"adaptive":[96],"boosting":[97],"classifier":[98],"detect":[100],"patient.":[103],"Experimental":[104],"results":[105],"show":[106],"that":[107],"testing":[109],"classification":[110],"accuracy":[111],"proposed":[114],"reaches":[116],"71.2%.":[117],"Sensitivity":[118],"specificity":[120],"can":[121],"reach":[122],"66.6":[123],"%":[124],"76":[126],"%,":[127],"respectively.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
