{"id":"https://openalex.org/W4402726887","doi":"https://doi.org/10.1109/cis-ram61939.2024.10673220","title":"Enhanced Spatial and Temporal Feature Integration for fMRI-Based ASD Classification","display_name":"Enhanced Spatial and Temporal Feature Integration for fMRI-Based ASD Classification","publication_year":2024,"publication_date":"2024-08-08","ids":{"openalex":"https://openalex.org/W4402726887","doi":"https://doi.org/10.1109/cis-ram61939.2024.10673220"},"language":"en","primary_location":{"id":"doi:10.1109/cis-ram61939.2024.10673220","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cis-ram61939.2024.10673220","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE International Conference on Robotics, Automation and Mechatronics (RAM)","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/A5015881010","display_name":"Minghui Tan","orcid":"https://orcid.org/0000-0001-6260-4115"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Minghui Tan","raw_affiliation_strings":["Chongqing University of Posts and Telecommunications,The Key Laboratory of Data Engineering and Visual Computing,Chongqing,China,400065"],"affiliations":[{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications,The Key Laboratory of Data Engineering and Visual Computing,Chongqing,China,400065","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040495514","display_name":"Xin Deng","orcid":"https://orcid.org/0000-0002-4708-6572"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Deng","raw_affiliation_strings":["Chongqing University of Posts and Telecommunications,The Key Laboratory of Data Engineering and Visual Computing,Chongqing,China,400065"],"affiliations":[{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications,The Key Laboratory of Data Engineering and Visual Computing,Chongqing,China,400065","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101697873","display_name":"Lianhua Zhang","orcid":"https://orcid.org/0000-0002-6296-5057"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianhua Zhang","raw_affiliation_strings":["Chongqing University of Posts and Telecommunications,The Key Laboratory of Data Engineering and Visual Computing,Chongqing,China,400065"],"affiliations":[{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications,The Key Laboratory of Data Engineering and Visual Computing,Chongqing,China,400065","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397061","display_name":"Hao Zhang","orcid":"https://orcid.org/0000-0003-3877-7512"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["Chongqing University of Posts and Telecommunications,The Key Laboratory of Data Engineering and Visual Computing,Chongqing,China,400065"],"affiliations":[{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications,The Key Laboratory of Data Engineering and Visual Computing,Chongqing,China,400065","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111087483","display_name":"Daijiang Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daijiang Xu","raw_affiliation_strings":["Chongqing University of Posts and Telecommunications,The Key Laboratory of Data Engineering and Visual Computing,Chongqing,China,400065"],"affiliations":[{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications,The Key Laboratory of Data Engineering and Visual Computing,Chongqing,China,400065","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015881010"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16332257,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":null,"first_page":"222","last_page":"226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9972000122070312,"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":0.9972000122070312,"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":0.9851999878883362,"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":0.9713000059127808,"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":0.6467092633247375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6020606756210327},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5564923286437988},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.516581654548645}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6467092633247375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6020606756210327},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5564923286437988},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.516581654548645},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cis-ram61939.2024.10673220","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cis-ram61939.2024.10673220","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE International Conference on Robotics, Automation and Mechatronics (RAM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1671274119","https://openalex.org/W1964311753","https://openalex.org/W2109975534","https://openalex.org/W2157106546","https://openalex.org/W2604525417","https://openalex.org/W2751527031","https://openalex.org/W2803679388","https://openalex.org/W2806489700","https://openalex.org/W2807412656","https://openalex.org/W2914502083","https://openalex.org/W2964015378","https://openalex.org/W3087738204","https://openalex.org/W3095479837","https://openalex.org/W3110197833","https://openalex.org/W3135099709","https://openalex.org/W3155129510","https://openalex.org/W3161624073","https://openalex.org/W3178187090","https://openalex.org/W3191882681","https://openalex.org/W4206714166","https://openalex.org/W4309631262","https://openalex.org/W4385245566","https://openalex.org/W4391505393","https://openalex.org/W6726873649","https://openalex.org/W6791456744","https://openalex.org/W6861990800"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2033914206","https://openalex.org/W2042327336","https://openalex.org/W4386159726"],"abstract_inverted_index":{"Autism":[0],"Spectrum":[1],"Disorder":[2],"(ASD)":[3],"poses":[4],"diagnostic":[5],"challenges":[6],"due":[7],"to":[8,86,134],"its":[9],"varied":[10],"manifestations":[11],"and":[12,53,71,102,122],"the":[13,16,22,40,66,74,88,97,107,114,119,125,135,143],"absence":[14],"of":[15,25,42,58,90,110,116,137,146],"specific":[17],"biological":[18],"test.":[19],"To":[20],"improve":[21],"auxiliary":[23],"diagnosis":[24],"ASD,":[26],"this":[27,59,84,111],"work":[28],"proposes":[29],"a":[30,131],"novel":[31],"deep":[32],"learning":[33],"framework":[34],"called":[35],"BWA-GCN,":[36],"which":[37],"capitalizes":[38],"on":[39,96,118,124,142],"strengths":[41],"Graph":[43],"Convolutional":[44],"Networks":[45],"(GCN),":[46],"Bidirectional":[47],"Long":[48],"Short-Term":[49],"Memory":[50],"(BiLSTM)":[51],"networks,":[52],"attention":[54,79],"mechanisms.":[55],"The":[56,78],"advantage":[57],"model":[60,85],"is":[61],"by":[62],"incorporating":[63],"BiLSTM":[64],"for":[65,73],"significant":[67],"temporal":[68],"feature":[69],"extraction":[70],"GCN":[72],"spatial":[75],"information":[76],"aggregation.":[77],"mechanisms":[80],"are":[81],"adopted":[82],"in":[83,150],"enhance":[87],"precision":[89],"ASD":[91,138,151],"classification.":[92],"Extensive":[93],"experiments":[94],"based":[95],"ABIDE":[98],"dataset":[99],"with":[100,113],"CC200":[101,120],"AAL":[103,126],"brain":[104],"atlas":[105,121],"prove":[106],"good":[108],"performance":[109],"model,":[112],"accuracy":[115],"70.92%":[117],"68.72%":[123],"atlas.":[127],"This":[128],"research":[129,136],"contributes":[130],"new":[132],"method":[133],"classification,":[139],"shedding":[140],"light":[141],"spatial-temporal":[144],"dynamics":[145],"fMRI":[147],"time-series":[148],"data":[149],"diagnosis.":[152]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}