{"id":"https://openalex.org/W4283744394","doi":"https://doi.org/10.1109/codit55151.2022.9803959","title":"Statistical analysis of clinical and DaTSCAN SPECT imaging features' in Parkinson's Disease, SWEDD, and Healthy Control subjects","display_name":"Statistical analysis of clinical and DaTSCAN SPECT imaging features' in Parkinson's Disease, SWEDD, and Healthy Control subjects","publication_year":2022,"publication_date":"2022-05-17","ids":{"openalex":"https://openalex.org/W4283744394","doi":"https://doi.org/10.1109/codit55151.2022.9803959"},"language":"en","primary_location":{"id":"doi:10.1109/codit55151.2022.9803959","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit55151.2022.9803959","pdf_url":null,"source":{"id":"https://openalex.org/S4363607900","display_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","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/A5041319543","display_name":"Hajer Khachnaoui","orcid":"https://orcid.org/0000-0003-0871-8968"},"institutions":[{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]},{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Hajer Khachnaoui","raw_affiliation_strings":["Universite de Tunis El Manar, Institut Superieur des Technologies medic ales de Tunis,Laboratoire de Biophysique et Technologies M&#x00E9;dicales,Tunis,Tunisia"],"affiliations":[{"raw_affiliation_string":"Universite de Tunis El Manar, Institut Superieur des Technologies medic ales de Tunis,Laboratoire de Biophysique et Technologies M&#x00E9;dicales,Tunis,Tunisia","institution_ids":["https://openalex.org/I108714496","https://openalex.org/I63596082"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087117994","display_name":"Nawr\u00e8s Khlifa","orcid":"https://orcid.org/0000-0001-6043-6410"},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]},{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Nawres Khlifa","raw_affiliation_strings":["Universite de Tunis El Manar, Institut Superieur des Technologies medic ales de Tunis,Laboratoire de Biophysique et Technologies M&#x00E9;dicales,Tunis,Tunisia"],"affiliations":[{"raw_affiliation_string":"Universite de Tunis El Manar, Institut Superieur des Technologies medic ales de Tunis,Laboratoire de Biophysique et Technologies M&#x00E9;dicales,Tunis,Tunisia","institution_ids":["https://openalex.org/I108714496","https://openalex.org/I63596082"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051162019","display_name":"Rostom Mabrouk","orcid":"https://orcid.org/0000-0002-2847-2208"},"institutions":[{"id":"https://openalex.org/I113281461","display_name":"Bishop's University","ror":"https://ror.org/051prj435","country_code":"CA","type":"education","lineage":["https://openalex.org/I113281461"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rostom Mabrouk","raw_affiliation_strings":["Bishop&#x0027;s University,Department of computer sciences,Sherbrooke,Canada"],"affiliations":[{"raw_affiliation_string":"Bishop&#x0027;s University,Department of computer sciences,Sherbrooke,Canada","institution_ids":["https://openalex.org/I113281461"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041319543"],"corresponding_institution_ids":["https://openalex.org/I108714496","https://openalex.org/I63596082"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02390438,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"623","last_page":"628"},"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":0.98580002784729,"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":0.98580002784729,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9366999864578247,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9248999953269958,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/putamen","display_name":"Putamen","score":0.8785926103591919},{"id":"https://openalex.org/keywords/caudate-nucleus","display_name":"Caudate nucleus","score":0.6403951644897461},{"id":"https://openalex.org/keywords/dopamine-transporter","display_name":"Dopamine transporter","score":0.6270838975906372},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.5863440632820129},{"id":"https://openalex.org/keywords/analysis-of-variance","display_name":"Analysis of variance","score":0.5058412551879883},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.463430255651474},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.43247297406196594},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.42518049478530884},{"id":"https://openalex.org/keywords/single-photon-emission-computed-tomography","display_name":"Single-photon emission computed tomography","score":0.42358842492103577},{"id":"https://openalex.org/keywords/rating-scale","display_name":"Rating scale","score":0.4211842119693756},{"id":"https://openalex.org/keywords/dopamine","display_name":"Dopamine","score":0.379970908164978},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.37301716208457947},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.3484323024749756},{"id":"https://openalex.org/keywords/dopaminergic","display_name":"Dopaminergic","score":0.22689300775527954},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20772653818130493},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14231452345848083}],"concepts":[{"id":"https://openalex.org/C2779714222","wikidata":"https://www.wikidata.org/wiki/Q550934","display_name":"Putamen","level":2,"score":0.8785926103591919},{"id":"https://openalex.org/C2781423529","wikidata":"https://www.wikidata.org/wiki/Q1132309","display_name":"Caudate nucleus","level":2,"score":0.6403951644897461},{"id":"https://openalex.org/C2776755682","wikidata":"https://www.wikidata.org/wiki/Q2271947","display_name":"Dopamine transporter","level":4,"score":0.6270838975906372},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.5863440632820129},{"id":"https://openalex.org/C99476002","wikidata":"https://www.wikidata.org/wiki/Q42297","display_name":"Analysis of variance","level":2,"score":0.5058412551879883},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.463430255651474},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.43247297406196594},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.42518049478530884},{"id":"https://openalex.org/C2780441642","wikidata":"https://www.wikidata.org/wiki/Q849737","display_name":"Single-photon emission computed tomography","level":2,"score":0.42358842492103577},{"id":"https://openalex.org/C83849319","wikidata":"https://www.wikidata.org/wiki/Q7295720","display_name":"Rating scale","level":2,"score":0.4211842119693756},{"id":"https://openalex.org/C513476851","wikidata":"https://www.wikidata.org/wiki/Q170304","display_name":"Dopamine","level":2,"score":0.379970908164978},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.37301716208457947},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.3484323024749756},{"id":"https://openalex.org/C137183658","wikidata":"https://www.wikidata.org/wiki/Q461076","display_name":"Dopaminergic","level":3,"score":0.22689300775527954},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20772653818130493},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14231452345848083}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/codit55151.2022.9803959","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit55151.2022.9803959","pdf_url":null,"source":{"id":"https://openalex.org/S4363607900","display_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.699999988079071,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1936736588","https://openalex.org/W2071739807","https://openalex.org/W2322440910","https://openalex.org/W2491900144","https://openalex.org/W2492769849","https://openalex.org/W2512659827","https://openalex.org/W2586927543","https://openalex.org/W2887141826","https://openalex.org/W2909055311","https://openalex.org/W2921680889","https://openalex.org/W3013873651","https://openalex.org/W3093018267","https://openalex.org/W3095104908","https://openalex.org/W3130290884","https://openalex.org/W3171358344","https://openalex.org/W3200853137","https://openalex.org/W4200299539"],"related_works":["https://openalex.org/W2349665762","https://openalex.org/W2390359763","https://openalex.org/W2061538829","https://openalex.org/W3187281143","https://openalex.org/W1998309022","https://openalex.org/W174059960","https://openalex.org/W998151349","https://openalex.org/W2048230052","https://openalex.org/W2033227223","https://openalex.org/W4255205503"],"abstract_inverted_index":{"Background:":[0],"Single":[1],"Photon":[2],"Emission":[3],"Computed":[4],"Tomography":[5],"(SPECT)":[6],"scan":[7],"is":[8,46,78,192],"a":[9,47,65],"convenient":[10],"diagnostic":[11],"technique":[12],"for":[13,26,83],"Parkinson's":[14,136],"Disease":[15,137],"(PD).":[16],"Nevertheless,":[17],"certain":[18],"subjects":[19],"who":[20],"met":[21],"the":[22,73,85,97,103,117,123,128,131,163,171,174,179,185,196,201,204],"clinical":[23,92],"diagnosis":[24],"measurements":[25],"PD":[27,56,74],"had":[28],"normal":[29],"SPECT":[30,87],"images.":[31],"They":[32],"are":[33,130],"referred":[34],"to":[35],"have":[36],"Scans":[37],"Without":[38],"Evidence":[39],"of":[40,50,122,127,153,162,170,173],"Dopamine":[41],"Deficiency":[42],"(SWEDD).":[43],"Indeed,":[44],"SWEDD":[45],"heterogeneous":[48],"group":[49],"Healthy":[51],"Control":[52],"(HC)":[53],"and":[54,109,125,141,160,165,168,188,203],"early":[55],"subjects.":[57],"Method:":[58],"In":[59,149],"this":[60],"research":[61],"work,":[62],"we":[63,182],"developed":[64],"Stepwise":[66],"Multiple":[67],"Linear":[68],"Regression":[69],"(SMLR)":[70],"method":[71],"in":[72,102,200],"group.":[75],"This":[76],"process":[77],"an":[79],"optimal":[80],"regression":[81],"model":[82],"identifying":[84],"key":[86],"image-derived":[88],"features,":[89],"which":[90],"influence":[91,134],"scores.":[93],"We":[94],"also":[95],"investigate":[96],"interaction":[98],"between":[99,158,166],"these":[100],"features":[101],"three":[104,175],"groups":[105],"together":[106],"(PD,":[107],"SWEDD,":[108],"HC).":[110],"Results:":[111],"SMLR":[112,180],"results":[113],"showed":[114,155],"that":[115,133,184],"only":[116],"Specific":[118],"Binding":[119],"Ratio":[120],"(SBR)":[121],"Worst-Putamen":[124,202],"SBR":[126,161,169],"Worst-Caudate":[129,172],"factors":[132],"Unified":[135],"Rating":[138],"Scale":[139],"(UPDRS)":[140],"State":[142],"Trait":[143],"Anxiety":[144],"Inventory":[145],"(STAI)":[146],"scores,":[147],"respectively.":[148,206],"addition,":[150],"two":[151],"tests":[152],"Two-Way-ANOVA":[154],"significant":[156],"interactions":[157],"UPDRS":[159,187],"Worst-Putamen,":[164],"STAI":[167,189],"groups.":[176],"Conclusion:":[177],"From":[178],"results,":[181],"found":[183],"increased":[186],"scores":[190],"severity":[191],"highly":[193],"dependent":[194],"on":[195],"dopamine":[197],"transporter":[198],"density":[199],"Worst-Caudate,":[205]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
