{"id":"https://openalex.org/W3004606649","doi":"https://doi.org/10.1109/bibm47256.2019.8983000","title":"Deep Neural Networks with Broad Views for Parkinson's Disease Screening","display_name":"Deep Neural Networks with Broad Views for Parkinson's Disease Screening","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3004606649","doi":"https://doi.org/10.1109/bibm47256.2019.8983000","mag":"3004606649"},"language":"en","primary_location":{"id":"doi:10.1109/bibm47256.2019.8983000","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm47256.2019.8983000","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5056120706","display_name":"Xiaobo Zhang","orcid":"https://orcid.org/0000-0002-6598-0519"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobo Zhang","raw_affiliation_strings":["School of Information Science and Technology, Southwest Jiaotong University,Chengdu,China,611756","School of Information Science and Technology, Southwest Jiaotong University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University,Chengdu,China,611756","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068951317","display_name":"Yan Yang","orcid":"https://orcid.org/0000-0002-6134-6094"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Yang","raw_affiliation_strings":["School of Information Science and Technology, Southwest Jiaotong University,Chengdu,China,611756","School of Information Science and Technology, Southwest Jiaotong University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University,Chengdu,China,611756","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100704211","display_name":"Hao Wang","orcid":"https://orcid.org/0000-0002-3243-487X"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Wang","raw_affiliation_strings":["School of Information Science and Technology, Southwest Jiaotong University,Chengdu,China,611756","School of Information Science and Technology, Southwest Jiaotong University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University,Chengdu,China,611756","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073444826","display_name":"Shangming Ning","orcid":null},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shangming Ning","raw_affiliation_strings":["School of Information Science and Technology, Southwest Jiaotong University,Chengdu,China,611756","School of Information Science and Technology, Southwest Jiaotong University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University,Chengdu,China,611756","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067018693","display_name":"Heng Wang","orcid":"https://orcid.org/0000-0002-9451-9393"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Wang","raw_affiliation_strings":["School of Information Science and Technology, Southwest Jiaotong University,Chengdu,China,611756","School of Information Science and Technology, Southwest Jiaotong University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University,Chengdu,China,611756","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4800084"],"apc_list":null,"apc_paid":null,"fwci":1.1869,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.80043241,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"2019","issue":null,"first_page":"1018","last_page":"1022"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9865000247955322,"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"}},"topics":[{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9865000247955322,"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9793000221252441,"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/T12610","display_name":"RNA regulation and disease","score":0.9222999811172485,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7365741729736328},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7026569843292236},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6848682165145874},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6753090620040894},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6101125478744507},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5561074614524841},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.4940510094165802},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.48634177446365356},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4258507490158081},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4257190227508545},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.33800673484802246},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1513875126838684}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7365741729736328},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7026569843292236},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6848682165145874},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6753090620040894},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6101125478744507},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5561074614524841},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.4940510094165802},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.48634177446365356},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4258507490158081},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4257190227508545},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.33800673484802246},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1513875126838684},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bibm47256.2019.8983000","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm47256.2019.8983000","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},{"id":"mag:3046973752","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002213391115699","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","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":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1670132599","https://openalex.org/W1988494453","https://openalex.org/W2112796928","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2322440910","https://openalex.org/W2533800772","https://openalex.org/W2549139847","https://openalex.org/W2592929672","https://openalex.org/W2595938919","https://openalex.org/W2605837155","https://openalex.org/W2618530766","https://openalex.org/W2619795719","https://openalex.org/W2738226240","https://openalex.org/W2793143549","https://openalex.org/W2891777910","https://openalex.org/W2906146483","https://openalex.org/W2951884840","https://openalex.org/W2963446712","https://openalex.org/W4233472122","https://openalex.org/W6757546759"],"related_works":["https://openalex.org/W2950183588","https://openalex.org/W3080754722","https://openalex.org/W3093978547","https://openalex.org/W3203790781","https://openalex.org/W2997056298","https://openalex.org/W2738001131","https://openalex.org/W3127875750","https://openalex.org/W4285785480","https://openalex.org/W4383221314","https://openalex.org/W4386850404"],"abstract_inverted_index":{"Parkinson's":[0,127],"Disease":[1],"(PD)":[2],"is":[3,9],"a":[4,87],"progressive":[5],"neurodegenerative":[6],"disorder,":[7],"which":[8,112],"characterized":[10],"by":[11],"motor":[12],"symptoms.":[13],"In":[14,43],"recent":[15],"years,":[16],"machine":[17],"learning":[18,90,143],"based":[19],"approaches":[20,32],"have":[21],"been":[22],"proposed":[23,101,136],"to":[24,59,73],"assist":[25],"the":[26,61,77,126,135],"diagnosis":[27],"of":[28,79],"PD.":[29,80],"However,":[30],"existing":[31,140],"mainly":[33],"concerned":[34],"classification":[35],"task":[36,50,57],"and":[37,75,110],"mostly":[38],"studied":[39],"using":[40,51,120],"single-view":[41],"data.":[42,53],"this":[44,83],"paper,":[45],"we":[46,85],"tackle":[47],"PD":[48,55],"screening":[49,56],"multi-view":[52,115,121],"A":[54],"aims":[58],"use":[60],"diagnostic":[62],"data":[63,116,124],"from":[64,125],"brain":[65,122],"magnetic":[66],"resonance":[67],"imaging":[68],"(MRI)":[69],"as":[70],"an":[71],"assistance":[72],"prevent":[74],"delay":[76],"deterioration":[78],"To":[81],"perform":[82],"task,":[84],"propose":[86],"novel":[88],"deep":[89,142],"architecture":[91],"called":[92],"Deep":[93],"neural":[94],"networks":[95],"with":[96],"Broad":[97],"Views":[98],"(DBV).":[99],"The":[100],"model":[102,137],"builds":[103],"upon":[104],"Wasserstein":[105],"Generative":[106],"Adversarial":[107],"Networks":[108],"(WGAN)":[109],"ResNeXt,":[111],"can":[113],"exploit":[114],"jointly.":[117],"Experimental":[118],"results":[119],"MRI":[123],"Progression":[128],"Markers":[129],"Initiative":[130],"(PPMI)":[131],"database":[132],"show":[133],"that":[134],"outperforms":[138],"several":[139],"solid":[141],"baselines":[144],"dramatically.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
