{"id":"https://openalex.org/W3034296946","doi":"https://doi.org/10.1109/icme46284.2020.9102776","title":"S3F: A Multi-View Slow-Fast Network For Alzheimer\u2019s Disease Diagnosis","display_name":"S3F: A Multi-View Slow-Fast Network For Alzheimer\u2019s Disease Diagnosis","publication_year":2020,"publication_date":"2020-06-09","ids":{"openalex":"https://openalex.org/W3034296946","doi":"https://doi.org/10.1109/icme46284.2020.9102776","mag":"3034296946"},"language":"en","primary_location":{"id":"doi:10.1109/icme46284.2020.9102776","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme46284.2020.9102776","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Multimedia and Expo (ICME)","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/A5017953589","display_name":"Ziqiao Weng","orcid":null},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ziqiao Weng","raw_affiliation_strings":["University at Buffalo, Buffalo, NY, USA"],"affiliations":[{"raw_affiliation_string":"University at Buffalo, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055403026","display_name":"Jingjing Meng","orcid":"https://orcid.org/0000-0001-9776-4805"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jingjing Meng","raw_affiliation_strings":["University at Buffalo, Buffalo, NY, USA"],"affiliations":[{"raw_affiliation_string":"University at Buffalo, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075870288","display_name":"Zhaohua Ding","orcid":"https://orcid.org/0000-0002-1805-2955"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhaohua Ding","raw_affiliation_strings":["Vanderbilt University, Nashville, TN, USA"],"affiliations":[{"raw_affiliation_string":"Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085245110","display_name":"Junsong Yuan","orcid":"https://orcid.org/0000-0002-7901-8793"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junsong Yuan","raw_affiliation_strings":["University at Buffalo, Buffalo, NY, USA"],"affiliations":[{"raw_affiliation_string":"University at Buffalo, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5017953589"],"corresponding_institution_ids":["https://openalex.org/I63190737"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.06048331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9998999834060669,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9968000054359436,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7429653406143188},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6346359848976135},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.6256445050239563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6175867319107056},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.6134771704673767},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.589482843875885},{"id":"https://openalex.org/keywords/sagittal-plane","display_name":"Sagittal plane","score":0.4673222601413727},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4557901620864868},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4351990818977356},{"id":"https://openalex.org/keywords/alzheimers-disease","display_name":"Alzheimer's disease","score":0.43489906191825867},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4306179881095886},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.38085025548934937},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3692089021205902},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.24171271920204163},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1830855906009674},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14299452304840088},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.08270630240440369}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7429653406143188},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6346359848976135},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.6256445050239563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6175867319107056},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.6134771704673767},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.589482843875885},{"id":"https://openalex.org/C178910020","wikidata":"https://www.wikidata.org/wiki/Q2211994","display_name":"Sagittal plane","level":2,"score":0.4673222601413727},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4557901620864868},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4351990818977356},{"id":"https://openalex.org/C502032728","wikidata":"https://www.wikidata.org/wiki/Q11081","display_name":"Alzheimer's disease","level":3,"score":0.43489906191825867},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4306179881095886},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.38085025548934937},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3692089021205902},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.24171271920204163},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1830855906009674},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14299452304840088},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08270630240440369},{"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/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme46284.2020.9102776","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme46284.2020.9102776","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2057550180","https://openalex.org/W2533800772","https://openalex.org/W2725237741","https://openalex.org/W2769795331","https://openalex.org/W2783188875","https://openalex.org/W2788945907","https://openalex.org/W2789488272","https://openalex.org/W2791282053","https://openalex.org/W2798998662","https://openalex.org/W2800401531","https://openalex.org/W2883429621","https://openalex.org/W2891599848","https://openalex.org/W2900386946","https://openalex.org/W2900451465","https://openalex.org/W2906155095","https://openalex.org/W2908835407","https://openalex.org/W2914281342","https://openalex.org/W2948884513","https://openalex.org/W2963113370","https://openalex.org/W2963168174","https://openalex.org/W2963420686","https://openalex.org/W2963446712","https://openalex.org/W2963645879","https://openalex.org/W2964784299","https://openalex.org/W2990503944","https://openalex.org/W4211050998","https://openalex.org/W6743731764","https://openalex.org/W6748831540","https://openalex.org/W6766376405"],"related_works":["https://openalex.org/W2327340211","https://openalex.org/W2027542625","https://openalex.org/W4292199793","https://openalex.org/W2282195379","https://openalex.org/W2053950117","https://openalex.org/W2089784006","https://openalex.org/W2295388821","https://openalex.org/W2102312026","https://openalex.org/W2885663991","https://openalex.org/W2071433170"],"abstract_inverted_index":{"Alzheimer's":[0,128],"disease":[1],"(AD)":[2],"is":[3,18,61],"the":[4,11,21,39,59,74,108,116,152],"most":[5],"common":[6],"form":[7],"of":[8,25,159],"dementia":[9],"in":[10,104,115],"elderly.":[12],"As":[13],"early":[14,46],"detection":[15],"and":[16,23,97,107,141],"diagnosis":[17],"imperative":[19],"for":[20,81],"intervention":[22],"prevention":[24],"its":[26],"progression":[27],"into":[28],"more":[29],"detrimental":[30],"stages,":[31],"pioneering":[32],"works":[33],"have":[34],"been":[35],"proposed":[36,79],"that":[37],"use":[38],"resting-state":[40],"functional":[41],"MRI":[42],"(rs-fMRI)":[43],"to":[44,100],"identify":[45],"mild":[47],"cognitive":[48],"impairment":[49],"(EMCI)":[50],"based":[51,72],"on":[52,73,124,151],"various":[53],"convolutional":[54],"neural":[55],"networks":[56],"(CNNs).":[57],"However":[58],"accuracy":[60],"not":[62],"satisfactory.":[63],"In":[64],"this":[65],"paper,":[66],"we":[67,146],"propose":[68],"a":[69,77,125,149],"multi-view":[70],"model":[71,80,123],"SlowFast":[75],"network,":[76],"recently":[78],"video":[82],"recognition.":[83],"The":[84],"rs-fMRI":[85],"data":[86],"are":[87,113],"treated":[88],"as":[89],"videos":[90],"from":[91],"three":[92,101],"perspectives":[93],"(i.e.":[94],"coronal,":[95],"horizontal":[96],"sagittal,":[98],"corresponding":[99],"anatomical":[102],"planes":[103],"human":[105],"body)":[106],"jointly":[109],"learned":[110],"hierarchical":[111],"representations":[112],"fused":[114],"fully":[117],"connected":[118],"layer.":[119],"We":[120],"examine":[121],"our":[122],"publicly":[126],"accessible":[127],"Disease":[129],"Neuroimaging":[130],"Initiative":[131],"(ADNI)":[132],"database.":[133],"Our":[134],"method":[135],"significantly":[136],"outperforms":[137],"other":[138],"competing":[139],"methods":[140],"achieves":[142],"state-of-the-art":[143],"accuracy.":[144],"Besides,":[145],"also":[147],"provide":[148],"baseline":[150],"classification":[153],"task":[154],"over":[155],"all":[156],"clinical":[157],"phases":[158],"AD.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}