{"id":"https://openalex.org/W4388937404","doi":"https://doi.org/10.1109/icccnt56998.2023.10307641","title":"A Transfer Learning Approach with MobileNetV2 for Parkinson\u2019s Disease Detection using Hand-Drawings","display_name":"A Transfer Learning Approach with MobileNetV2 for Parkinson\u2019s Disease Detection using Hand-Drawings","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4388937404","doi":"https://doi.org/10.1109/icccnt56998.2023.10307641"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt56998.2023.10307641","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10307641","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":"conference-paper","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/A5069852514","display_name":"B. Anil Kumar","orcid":"https://orcid.org/0000-0002-3468-3650"},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]},{"id":"https://openalex.org/I4401726783","display_name":"VIT-AP University","ror":"https://ror.org/007v4hf75","country_code":null,"type":"education","lineage":["https://openalex.org/I4401726783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. Anil Kumar","raw_affiliation_strings":["VIT-AP University,School of Electronics Engineering,Amaravati,India","School of Electronics Engineering, VIT-AP University, Amaravati, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VIT-AP University,School of Electronics Engineering,Amaravati,India","institution_ids":["https://openalex.org/I4210131147","https://openalex.org/I4401726783"]},{"raw_affiliation_string":"School of Electronics Engineering, VIT-AP University, Amaravati, India","institution_ids":["https://openalex.org/I4210131147","https://openalex.org/I4401726783"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038846660","display_name":"Mohan Bansal","orcid":"https://orcid.org/0000-0002-4947-2389"},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]},{"id":"https://openalex.org/I4401726783","display_name":"VIT-AP University","ror":"https://ror.org/007v4hf75","country_code":null,"type":"education","lineage":["https://openalex.org/I4401726783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mohan Bansal","raw_affiliation_strings":["VIT-AP University,School of Electronics Engineering,Amaravati,India","School of Electronics Engineering, VIT-AP University, Amaravati, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VIT-AP University,School of Electronics Engineering,Amaravati,India","institution_ids":["https://openalex.org/I4210131147","https://openalex.org/I4401726783"]},{"raw_affiliation_string":"School of Electronics Engineering, VIT-AP University, Amaravati, India","institution_ids":["https://openalex.org/I4210131147","https://openalex.org/I4401726783"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":17.5,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.99553172,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10863","display_name":"Voice and Speech Disorders","score":0.9710000157356262,"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/T11274","display_name":"Botulinum Toxin and Related Neurological Disorders","score":0.960099995136261,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/disease","display_name":"Disease","score":0.6726383566856384},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.671626627445221},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.41194969415664673},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.37949293851852417},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3591207265853882},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.323550820350647},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1712821125984192}],"concepts":[{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.6726383566856384},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.671626627445221},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.41194969415664673},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.37949293851852417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3591207265853882},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.323550820350647},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1712821125984192}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt56998.2023.10307641","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10307641","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1726410169","https://openalex.org/W2064996887","https://openalex.org/W2112455323","https://openalex.org/W2464977649","https://openalex.org/W2751557542","https://openalex.org/W2754967293","https://openalex.org/W3015259593","https://openalex.org/W3093436511","https://openalex.org/W3118375133","https://openalex.org/W3122227093","https://openalex.org/W3129034713","https://openalex.org/W3161432824","https://openalex.org/W3161708518","https://openalex.org/W4206408428","https://openalex.org/W4213029048","https://openalex.org/W4225140383","https://openalex.org/W4284967207","https://openalex.org/W4292065146","https://openalex.org/W4295808644","https://openalex.org/W4296363319","https://openalex.org/W4313591347","https://openalex.org/W4313907048","https://openalex.org/W4315574199","https://openalex.org/W4317905965","https://openalex.org/W4378977364"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3134596587","https://openalex.org/W3216329096","https://openalex.org/W2416973532","https://openalex.org/W3116665257","https://openalex.org/W2011324577","https://openalex.org/W2066174631","https://openalex.org/W2791159354"],"abstract_inverted_index":{"Parkinson\u2019s":[0,59,104,147],"disease":[1,21,60,105,148],"is":[2,22,55,67],"a":[3,23,87,94,112,118,138],"condition":[4],"that":[5,134],"affects":[6],"common":[7],"human":[8],"movements":[9],"because":[10],"of":[11,19,25,89,115,122,146],"the":[12,28,72,144],"brain\u2019s":[13],"failing":[14],"neurons.":[15],"The":[16],"primary":[17],"cause":[18,33],"this":[20],"deficiency":[24],"dopamine":[26],"in":[27,35],"brain,":[29],"which":[30],"can":[31,141],"also":[32],"changes":[34],"blood":[36],"pressure,":[37],"eating":[38],"difficulties,":[39],"and":[40,49,83],"disrupted":[41],"sleep.":[42],"For":[43],"patients":[44],"to":[45,50,57,101],"receive":[46],"proper":[47],"treatment":[48],"improve":[51,143],"their":[52],"health,":[53],"it":[54],"essential":[56],"detect":[58],"at":[61],"an":[62],"early":[63,90],"stage,":[64],"as":[65,86,137],"there":[66],"currently":[68],"no":[69],"cure":[70],"for":[71],"disease.":[73],"To":[74],"address":[75],"this,":[76],"our":[77],"research":[78],"focuses":[79],"on":[80],"using":[81,106,125,135],"spiral":[82],"wave":[84],"hand-drawings":[85,136],"means":[88],"detection.":[91],"We":[92],"developed":[93],"modified":[95],"MobileNetV2":[96],"approach":[97,110],"with":[98,117],"deep":[99],"learning":[100],"accurately":[102],"predict":[103],"these":[107],"drawings.":[108],"Our":[109,131],"achieved":[111],"high":[113],"accuracy":[114,145],"97.70%,":[116],"low":[119],"error":[120],"rate":[121],"2.30%,":[123],"while":[124],"fewer":[126],"parameters":[127],"than":[128],"other":[129],"models.":[130],"findings":[132],"suggest":[133],"diagnostic":[139],"tool":[140],"greatly":[142],"diagnosis.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":3}],"updated_date":"2026-08-12T07:12:00.856984","created_date":"2025-10-10T00:00:00"}