{"id":"https://openalex.org/W4405758328","doi":"https://doi.org/10.1155/acis/5582371","title":"Enhanced Parkinson\u2019s Disease Diagnosis via MRI Analysis: Integrating Deep Features From DenseNet201 With Neural Network Techniques","display_name":"Enhanced Parkinson\u2019s Disease Diagnosis via MRI Analysis: Integrating Deep Features From DenseNet201 With Neural Network Techniques","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4405758328","doi":"https://doi.org/10.1155/acis/5582371"},"language":"en","primary_location":{"id":"doi:10.1155/acis/5582371","is_oa":true,"landing_page_url":"https://doi.org/10.1155/acis/5582371","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/acis/5582371","source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/acis/5582371","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jyoti Kumari","orcid":"https://orcid.org/0009-0005-4853-8963"},"institutions":[{"id":"https://openalex.org/I185065464","display_name":"Veer Surendra Sai University of Technology","ror":"https://ror.org/02yghbg68","country_code":"IN","type":"education","lineage":["https://openalex.org/I185065464"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jyoti Kumari","raw_affiliation_strings":["Department of Computer Science and Engineering ,  VSSUT ,  Burla , Odisha,  768019 ,  India"],"raw_orcid":"https://orcid.org/0009-0005-4853-8963","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering ,  VSSUT ,  Burla , Odisha,  768019 ,  India","institution_ids":["https://openalex.org/I185065464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046191638","display_name":"Santi Kumari Behera","orcid":"https://orcid.org/0000-0003-4857-7821"},"institutions":[{"id":"https://openalex.org/I185065464","display_name":"Veer Surendra Sai University of Technology","ror":"https://ror.org/02yghbg68","country_code":"IN","type":"education","lineage":["https://openalex.org/I185065464"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Santi Kumari Behera","raw_affiliation_strings":["Department of Computer Science and Engineering ,  VSSUT ,  Burla , Odisha,  768019 ,  India"],"raw_orcid":"https://orcid.org/0000-0003-4857-7821","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering ,  VSSUT ,  Burla , Odisha,  768019 ,  India","institution_ids":["https://openalex.org/I185065464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045062998","display_name":"Prabira Kumar Sethy","orcid":"https://orcid.org/0000-0003-3477-6715"},"institutions":[{"id":"https://openalex.org/I112754052","display_name":"Sambalpur University","ror":"https://ror.org/04s222234","country_code":"IN","type":"education","lineage":["https://openalex.org/I112754052"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Prabira Kumar Sethy","raw_affiliation_strings":["Department of Electronics ,  Sambalpur University ,  Sambalpur , Odisha,  768018 ,  India , suniv.ac.in"],"raw_orcid":"https://orcid.org/0000-0003-3477-6715","affiliations":[{"raw_affiliation_string":"Department of Electronics ,  Sambalpur University ,  Sambalpur , Odisha,  768018 ,  India , suniv.ac.in","institution_ids":["https://openalex.org/I112754052"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089916394","display_name":"Aziz Nanthaamornphong","orcid":"https://orcid.org/0000-0002-1618-6001"},"institutions":[{"id":"https://openalex.org/I131868736","display_name":"Prince of Songkla University","ror":"https://ror.org/0575ycz84","country_code":"TH","type":"education","lineage":["https://openalex.org/I131868736"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Aziz Nanthaamornphong","raw_affiliation_strings":["College of Computing ,  Prince of Songkla University ,  Phuket ,  Thailand , psu.ac.th"],"raw_orcid":"https://orcid.org/0000-0002-1618-6001","affiliations":[{"raw_affiliation_string":"College of Computing ,  Prince of Songkla University ,  Phuket ,  Thailand , psu.ac.th","institution_ids":["https://openalex.org/I131868736"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5045062998","https://openalex.org/A5089916394"],"corresponding_institution_ids":["https://openalex.org/I112754052","https://openalex.org/I131868736"],"apc_list":{"value":900,"currency":"USD","value_usd":900},"apc_paid":{"value":900,"currency":"USD","value_usd":900},"fwci":0.9632,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78331804,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"2024","issue":"1","first_page":null,"last_page":null},"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":0.9979000091552734,"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":0.9979000091552734,"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/T10919","display_name":"Neurological disorders and treatments","score":0.9894000291824341,"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":0.9664999842643738,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8220510482788086},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5666441321372986},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5541107058525085},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.49573051929473877},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35204100608825684},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.28580862283706665},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1760883331298828},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17249679565429688}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8220510482788086},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5666441321372986},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5541107058525085},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.49573051929473877},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35204100608825684},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.28580862283706665},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1760883331298828},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17249679565429688}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/acis/5582371","is_oa":true,"landing_page_url":"https://doi.org/10.1155/acis/5582371","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/acis/5582371","source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bc7330bb058f4bb7909cbfa8fd00da23","is_oa":true,"landing_page_url":"https://doaj.org/article/bc7330bb058f4bb7909cbfa8fd00da23","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Computational Intelligence and Soft Computing, Vol 2024 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/acis/5582371","is_oa":true,"landing_page_url":"https://doi.org/10.1155/acis/5582371","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/acis/5582371","source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405758328.pdf","grobid_xml":"https://content.openalex.org/works/W4405758328.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W91108901","https://openalex.org/W1586118024","https://openalex.org/W2025514142","https://openalex.org/W2126965340","https://openalex.org/W2134886133","https://openalex.org/W2901519529","https://openalex.org/W2923463496","https://openalex.org/W2954660215","https://openalex.org/W2974308384","https://openalex.org/W3034702168","https://openalex.org/W3048731797","https://openalex.org/W3093099598","https://openalex.org/W3102814955","https://openalex.org/W4200064254","https://openalex.org/W4220748816","https://openalex.org/W4229333392","https://openalex.org/W4386781887","https://openalex.org/W4387877519","https://openalex.org/W4390611612","https://openalex.org/W4390917993","https://openalex.org/W4391392631","https://openalex.org/W4391708340","https://openalex.org/W4391722540","https://openalex.org/W4391960537","https://openalex.org/W4392045526","https://openalex.org/W4393036017","https://openalex.org/W4398138593"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Parkinson\u2019s":[0],"disease":[1,21,159],"(PD)":[2],"is":[3],"a":[4,26,43,86],"neurodegenerative":[5],"disorder":[6],"that":[7],"affects":[8],"millions":[9],"of":[10,63,88,91,97,118,123,145,184],"people":[11],"worldwide,":[12],"necessitating":[13],"accurate":[14],"and":[15,60,65,71,79,93,114,174,182],"timely":[16],"diagnostic":[17],"methods":[18],"for":[19,29,158,167],"effective":[20],"management.":[22],"This":[23],"study":[24],"proposes":[25],"novel":[27],"approach":[28,163],"PD":[30,78,172],"detection":[31],"using":[32],"deep":[33,146],"features":[34,135],"extracted":[35],"from":[36,136],"magnetic":[37],"resonance":[38],"imaging":[39],"(MRI)":[40],"scans,":[41],"employing":[42],"pattern":[44],"recognition":[45],"neural":[46,151],"network":[47],"architecture":[48],"based":[49],"on":[50],"DenseNet201.":[51],"The":[52,120,161],"developed":[53],"model":[54,84,125],"demonstrated":[55],"exceptional":[56],"performance,":[57],"achieving":[58],"validation":[59],"test":[61,101],"accuracies":[62],"99.4%":[64],"99.2%,":[66,106],"respectively,":[67],"indicating":[68],"its":[69,130],"robustness":[70],"efficacy":[72],"in":[73,132,154,170],"distinguishing":[74],"between":[75],"patients":[76],"with":[77,107],"healthy":[80],"individuals.":[81],"Furthermore,":[82],"the":[83,100,103,124,142],"achieved":[85],"precision":[87,108],"99.5%,":[89],"recall":[90,111],"99.3%,":[92,110],"an":[94,115],"F1":[95,116],"score":[96,117],"99.4%.":[98],"For":[99],"set,":[102],"accuracy":[104],"was":[105],"at":[109,112],"99.1%,":[113],"99.2%.":[119],"rapid":[121],"convergence":[122],"during":[126],"training":[127],"further":[128],"underscores":[129],"efficiency":[131],"learning":[133,147],"discriminative":[134],"MRI":[137],"images.":[138],"These":[139],"findings":[140],"underscore":[141],"promising":[143],"role":[144],"techniques,":[148],"particularly":[149],"convolutional":[150],"networks":[152],"(CNNs),":[153],"medical":[155],"image":[156],"analysis":[157],"diagnosis.":[160],"proposed":[162],"holds":[164],"significant":[165],"potential":[166],"assisting":[168],"clinicians":[169],"early":[171],"diagnosis":[173],"personalized":[175],"treatment":[176],"planning,":[177],"ultimately":[178],"improving":[179],"patient":[180],"outcomes":[181],"quality":[183],"life.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2025-10-10T00:00:00"}