{"id":"https://openalex.org/W4388937238","doi":"https://doi.org/10.1109/icccnt56998.2023.10307469","title":"Leveraging Multimodal Information in Speech Data for the Non-Invasive Detection of Alzheimer\u2019s Disease","display_name":"Leveraging Multimodal Information in Speech Data for the Non-Invasive Detection of Alzheimer\u2019s Disease","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4388937238","doi":"https://doi.org/10.1109/icccnt56998.2023.10307469"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt56998.2023.10307469","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt56998.2023.10307469","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5028892629","display_name":"Siddhant Bikram Shah","orcid":"https://orcid.org/0009-0000-9403-8728"},"institutions":[{"id":"https://openalex.org/I863896202","display_name":"Delhi Technological University","ror":"https://ror.org/01ztcvt22","country_code":"IN","type":"education","lineage":["https://openalex.org/I863896202"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Siddhant Bikram Shah","raw_affiliation_strings":["Delhi Technological University,Department of Computer Science and Engineering,New Delhi,India"],"affiliations":[{"raw_affiliation_string":"Delhi Technological University,Department of Computer Science and Engineering,New Delhi,India","institution_ids":["https://openalex.org/I863896202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044373204","display_name":"Aashish Bhandari","orcid":"https://orcid.org/0000-0002-3467-9168"},"institutions":[{"id":"https://openalex.org/I863896202","display_name":"Delhi Technological University","ror":"https://ror.org/01ztcvt22","country_code":"IN","type":"education","lineage":["https://openalex.org/I863896202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aashish Bhandari","raw_affiliation_strings":["Delhi Technological University,Department of Computer Science and Engineering,New Delhi,India"],"affiliations":[{"raw_affiliation_string":"Delhi Technological University,Department of Computer Science and Engineering,New Delhi,India","institution_ids":["https://openalex.org/I863896202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020774211","display_name":"Prashant Giridhar Shambharkar","orcid":"https://orcid.org/0000-0002-5064-1653"},"institutions":[{"id":"https://openalex.org/I863896202","display_name":"Delhi Technological University","ror":"https://ror.org/01ztcvt22","country_code":"IN","type":"education","lineage":["https://openalex.org/I863896202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prashant Giridhar Shambharkar","raw_affiliation_strings":["Delhi Technological University,Department of Computer Science and Engineering,New Delhi,India"],"affiliations":[{"raw_affiliation_string":"Delhi Technological University,Department of Computer Science and Engineering,New Delhi,India","institution_ids":["https://openalex.org/I863896202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5028892629"],"corresponding_institution_ids":["https://openalex.org/I863896202"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1660512,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9968000054359436,"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"}},"topics":[{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9968000054359436,"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"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6849344968795776},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6713834404945374},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5978302955627441},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5683126449584961},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.5472712516784668},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.49832606315612793},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.489272803068161},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4826924800872803},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3640276789665222},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.341455340385437},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1835038661956787}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6849344968795776},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6713834404945374},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5978302955627441},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5683126449584961},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.5472712516784668},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.49832606315612793},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.489272803068161},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4826924800872803},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3640276789665222},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.341455340385437},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1835038661956787},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"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":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt56998.2023.10307469","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt56998.2023.10307469","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1853705225","https://openalex.org/W2074037951","https://openalex.org/W2089974109","https://openalex.org/W2143017621","https://openalex.org/W2191779130","https://openalex.org/W2896457183","https://openalex.org/W2963446712","https://openalex.org/W2965373594","https://openalex.org/W2969322340","https://openalex.org/W2978017171","https://openalex.org/W2990138404","https://openalex.org/W2996428491","https://openalex.org/W3116032906","https://openalex.org/W3154143698","https://openalex.org/W4200554941","https://openalex.org/W4211074837","https://openalex.org/W4283704748","https://openalex.org/W4306404621","https://openalex.org/W4307974904","https://openalex.org/W4308601243","https://openalex.org/W4311000453","https://openalex.org/W4311431881","https://openalex.org/W4312769131","https://openalex.org/W4319718016","https://openalex.org/W6766904570","https://openalex.org/W6791353385"],"related_works":["https://openalex.org/W2409059799","https://openalex.org/W364817481","https://openalex.org/W1972242255","https://openalex.org/W2890927416","https://openalex.org/W2775021631","https://openalex.org/W2128765271","https://openalex.org/W2966412519","https://openalex.org/W2028416698","https://openalex.org/W3126949736","https://openalex.org/W4285295191"],"abstract_inverted_index":{"Alzheimer\u2019s":[0,71],"disease":[1,72],"(AD)":[2],"is":[3,37],"the":[4,28,43,51,112,121,130,146],"most":[5],"common":[6],"form":[7],"of":[8,12,19,31,46,53,79,116,124,132,149],"dementia,":[9],"affecting":[10],"millions":[11],"individuals":[13],"worldwide.":[14],"Early":[15],"identification":[16,45,123],"and":[17,26,58,75,93,98,114,136],"treatment":[18],"AD":[20,97,155],"are":[21],"critical":[22],"for":[23,42,63,69,139,154],"advanced":[24],"planning":[25],"preventing":[27],"gradual":[29],"emergence":[30],"harsher":[32],"symptoms.":[33],"Speech":[34],"data":[35,65,77,134],"analysis":[36,78,135],"a":[38,80],"promising":[39],"non-invasive":[40,152],"tool":[41],"early":[44,122],"AD.":[47,125],"This":[48],"study":[49],"investigates":[50],"possibilities":[52,131],"employing":[54],"machine":[55],"learning":[56,60],"(ML)":[57],"deep":[59],"(DL)":[61],"approaches":[62],"speech":[64,89,133],"processing":[66],"describing":[67],"methods":[68,153],"detecting":[70],"using":[73,107],"unimodal":[74],"multimodal":[76,108,137],"patient\u2019s":[81],"speech.":[82],"Thus,":[83],"in":[84],"this":[85,140,142],"study,":[86],"we":[87],"analyzed":[88],"recordings":[90],"from":[91],"participants":[92],"classified":[94],"them":[95],"into":[96,129],"normal":[99],"control":[100],"(NC)":[101],"categories.":[102],"According":[103],"to":[104,120,145],"experimental":[105],"findings,":[106],"models":[109,138],"might":[110],"increase":[111],"accuracy":[113],"robustness":[115],"speech-related":[117],"diagnoses,":[118],"leading":[119],"With":[126],"its":[127],"insights":[128],"purpose,":[141],"work":[143],"adds":[144],"expanding":[147],"body":[148],"knowledge":[150],"on":[151],"identification.":[156]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}