{"id":"https://openalex.org/W2980310627","doi":"https://doi.org/10.1109/embc.2019.8856747","title":"A 3D Deep Residual Convolutional Neural Network for Differential Diagnosis of Parkinsonian Syndromes on <sup>18</sup>F-FDG PET Images","display_name":"A 3D Deep Residual Convolutional Neural Network for Differential Diagnosis of Parkinsonian Syndromes on <sup>18</sup>F-FDG PET Images","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2980310627","doi":"https://doi.org/10.1109/embc.2019.8856747","mag":"2980310627","pmid":"https://pubmed.ncbi.nlm.nih.gov/31946640"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2019.8856747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8856747","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"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/A5080161214","display_name":"Yu Zhao","orcid":"https://orcid.org/0000-0001-8179-4903"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Yu Zhao","raw_affiliation_strings":["Department of Computer Science, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044995419","display_name":"Paul Cumming","orcid":"https://orcid.org/0000-0002-0257-9621"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Paul Cumming","raw_affiliation_strings":["Dept. Nuclear Medicine, University of Bern, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Nuclear Medicine, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065710231","display_name":"Axel Rominger","orcid":"https://orcid.org/0000-0002-1954-736X"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Axel Rominger","raw_affiliation_strings":["Dept. Nuclear Medicine, University of Bern, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Nuclear Medicine, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chuantao Zuo","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210159575","display_name":"Huashan Hospital","ror":"https://ror.org/05201qm87","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210159575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuantao Zuo","raw_affiliation_strings":["PET Center, Huashan Hospital, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PET Center, Huashan Hospital, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210159575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083651238","display_name":"Kuangyu Shi","orcid":"https://orcid.org/0000-0002-8714-3084"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Kuangyu Shi","raw_affiliation_strings":["Dept. Nuclear Medicine, University of Bern, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Nuclear Medicine, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083649032","display_name":"Ping Wu","orcid":"https://orcid.org/0000-0002-2758-1218"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210159575","display_name":"Huashan Hospital","ror":"https://ror.org/05201qm87","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210159575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Wu","raw_affiliation_strings":["PET Center, Huashan Hospital, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PET Center, Huashan Hospital, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210159575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100370498","display_name":"Jian Wang","orcid":"https://orcid.org/0000-0002-8376-5898"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Wang","raw_affiliation_strings":["Dept. Neurology, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Neurology, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100325337","display_name":"Hongwei Li","orcid":"https://orcid.org/0000-0002-5328-6407"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hongwei Li","raw_affiliation_strings":["Department of Computer Science, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046896448","display_name":"Nassir Navab","orcid":"https://orcid.org/0000-0002-6032-5611"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nassir Navab","raw_affiliation_strings":["Department of Computer Science, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073895168","display_name":"Igor Yakushev","orcid":"https://orcid.org/0000-0003-4764-798X"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Igor Yakushev","raw_affiliation_strings":["Dept. Nuclear Medicine, Technical University of Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Nuclear Medicine, Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080877411","display_name":"Wolfgang Weber","orcid":"https://orcid.org/0000-0002-7854-4345"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wolfgang Weber","raw_affiliation_strings":["Dept. Nuclear Medicine, Technical University of Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Nuclear Medicine, Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000481071","display_name":"Markus Schwaiger","orcid":"https://orcid.org/0000-0002-2305-7144"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Schwaiger","raw_affiliation_strings":["Dept. Nuclear Medicine, Technical University of Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Nuclear Medicine, Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102225588","display_name":"Sung-Cheng Huang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sung-Cheng Huang","raw_affiliation_strings":["Dept. Molecular and Medical Pharmacology, UCLA, Los Angeles, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Molecular and Medical Pharmacology, UCLA, Los Angeles, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.732,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.79946138,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"2019","issue":null,"first_page":"3531","last_page":"3534"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9884999990463257,"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":0.9879000186920166,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7939635515213013},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.771212100982666},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7521522045135498},{"id":"https://openalex.org/keywords/differential-diagnosis","display_name":"Differential diagnosis","score":0.5251462459564209},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5103809237480164},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4621584713459015},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41255974769592285},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20873600244522095},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.15329089760780334}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7939635515213013},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.771212100982666},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7521522045135498},{"id":"https://openalex.org/C2780801072","wikidata":"https://www.wikidata.org/wiki/Q837512","display_name":"Differential diagnosis","level":2,"score":0.5251462459564209},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5103809237480164},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4621584713459015},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41255974769592285},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20873600244522095},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.15329089760780334}],"mesh":[{"descriptor_ui":"D003937","descriptor_name":"Diagnosis, Differential","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003937","descriptor_name":"Diagnosis, Differential","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003937","descriptor_name":"Diagnosis, Differential","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019788","descriptor_name":"Fluorodeoxyglucose F18","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019788","descriptor_name":"Fluorodeoxyglucose F18","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019788","descriptor_name":"Fluorodeoxyglucose F18","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020734","descriptor_name":"Parkinsonian Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D020734","descriptor_name":"Parkinsonian Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D020734","descriptor_name":"Parkinsonian Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D049268","descriptor_name":"Positron-Emission Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049268","descriptor_name":"Positron-Emission Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049268","descriptor_name":"Positron-Emission Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2019.8856747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8856747","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:31946640","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31946640","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:mediatum.ub.tum.de:node/1590814","is_oa":false,"landing_page_url":"https://mediatum.ub.tum.de/1590814","pdf_url":null,"source":{"id":"https://openalex.org/S4306400453","display_name":"mediaTUM \u2013 the media and publications repository of the Technical University Munich (Technical University Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"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/W1871050032","https://openalex.org/W1903029394","https://openalex.org/W1965111810","https://openalex.org/W1974874858","https://openalex.org/W1999694937","https://openalex.org/W2001993472","https://openalex.org/W2056145524","https://openalex.org/W2069816479","https://openalex.org/W2084818418","https://openalex.org/W2091536386","https://openalex.org/W2093977564","https://openalex.org/W2113090840","https://openalex.org/W2118740080","https://openalex.org/W2123045220","https://openalex.org/W2155299862","https://openalex.org/W2194775991","https://openalex.org/W2257979135","https://openalex.org/W2341106171","https://openalex.org/W2502312327","https://openalex.org/W2574978968","https://openalex.org/W2581082771","https://openalex.org/W2588003167","https://openalex.org/W2919115771","https://openalex.org/W2963382180","https://openalex.org/W3011983552","https://openalex.org/W6677995690","https://openalex.org/W6774802683"],"related_works":["https://openalex.org/W4312417841","https://openalex.org/W4321369474","https://openalex.org/W2731899572","https://openalex.org/W3133861977","https://openalex.org/W4200173597","https://openalex.org/W3116150086","https://openalex.org/W2999805992","https://openalex.org/W4380075502","https://openalex.org/W4291897433","https://openalex.org/W4223943233"],"abstract_inverted_index":{"Idiopathic":[0],"Parkinsons":[1],"disease":[2,12],"and":[3,36,97],"atypical":[4],"parkinsonian":[5],"syndromes":[6],"have":[7,50,80,88],"similar":[8],"symptoms":[9],"at":[10],"early":[11,17,30,133],"stages,":[13],"which":[14,79,201],"makes":[15],"the":[16,26,44,55,74,89,111,114,131,141,145,151,173,176,185,216],"differential":[18,56,177],"diagnosis":[19,57,115,178],"difficult.":[20],"Positron":[21],"emission":[22],"tomography":[23],"with18F-FDG":[24],"shows":[25],"ability":[27],"to":[28,149,171,182],"assess":[29],"neuronal":[31],"dysfunction":[32],"of":[33,58,91,113,144,154,179,196,219],"neurodegenerative":[34],"diseases":[35],"is":[37],"well":[38],"established":[39],"for":[40,54,110,130,209],"clinical":[41],"use.":[42],"In":[43,169],"past":[45],"decades,":[46],"machine":[47,67],"learning":[48,68,92,147,156,187],"methods":[49,69,188],"been":[51],"widely":[52,203],"used":[53],"parkinsonism":[59,180],"based":[60],"on":[61,71,163],"metabolic":[62],"patterns.":[63],"Unlike":[64],"these":[65],"conventional":[66,217],"relying":[70],"hand-crafted":[72],"features,":[73],"deep":[75,123,146,155,186],"convolutional":[76,124],"neural":[77,125],"networks,":[78],"achieved":[81],"significant":[82],"success":[83],"in":[84,138,175,193,215],"medical":[85],"applications":[86],"recently,":[87],"advantage":[90,100],"salient":[93],"feature":[94],"representations":[95],"automatically":[96],"effectively.":[98],"This":[99],"may":[101],"offer":[102],"more":[103],"appropriate":[104],"invisible":[105],"features":[106,192],"extracted":[107],"from":[108],"data":[109],"enhancement":[112],"accuracy.":[116],"Therefore,":[117],"this":[118],"paper":[119],"develops":[120],"a":[121,164,194],"3D":[122],"network":[126],"on18F-FDG":[127],"PET":[128,221],"images":[129],"automated":[132],"diagnosis.":[134],"Furthermore,":[135],"we":[136],"depicted":[137],"saliency":[139,191],"maps":[140],"decision":[142],"mechanism":[143],"method":[148,160],"assist":[150],"physiological":[152],"interpretation":[153],"performance.":[157],"The":[158],"proposed":[159],"was":[161],"evaluated":[162],"dataset":[165],"with":[166],"920":[167],"patients.":[168],"addition":[170],"improving":[172],"accuracy":[174],"compared":[181],"state-of-the-art":[183],"approaches,":[184],"also":[189],"discovered":[190],"number":[195],"critical":[197],"regions":[198,208],"(e.g.,":[199],"midbrain),":[200],"are":[202],"accepted":[204],"as":[205],"characteristic":[206],"pathological":[207],"movement":[210],"disorders":[211],"but":[212],"were":[213],"ignored":[214],"analysis":[218],"FDG":[220],"images.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
