{"id":"https://openalex.org/W4401329508","doi":"https://doi.org/10.1109/icsse61472.2024.10608928","title":"EEG-fMRI-Based Multimodal Fusion System for Analyzing Human Somatosensory Network","display_name":"EEG-fMRI-Based Multimodal Fusion System for Analyzing Human Somatosensory Network","publication_year":2024,"publication_date":"2024-06-26","ids":{"openalex":"https://openalex.org/W4401329508","doi":"https://doi.org/10.1109/icsse61472.2024.10608928"},"language":"en","primary_location":{"id":"doi:10.1109/icsse61472.2024.10608928","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsse61472.2024.10608928","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on System Science and Engineering (ICSSE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5114203355","display_name":"Syuan-Yi Chu","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Syuan-Yi Chu","raw_affiliation_strings":["Institute of Biological Science and Technology, National Yang Ming Chiao Tung University,Hsinchu,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biological Science and Technology, National Yang Ming Chiao Tung University,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006305924","display_name":"Congying He","orcid":"https://orcid.org/0000-0002-6331-4440"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Congying He","raw_affiliation_strings":["Institute of Bioinformatics and Systems Biology, National Yang Ming Chiao Tung University,Hsinchu,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Bioinformatics and Systems Biology, National Yang Ming Chiao Tung University,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053535749","display_name":"Cheng-Hua Su","orcid":"https://orcid.org/0000-0001-5116-0416"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Cheng-Hua Su","raw_affiliation_strings":["Institute of Bioinformatics and Systems Biology, National Yang Ming Chiao Tung University,Hsinchu,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Bioinformatics and Systems Biology, National Yang Ming Chiao Tung University,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113321054","display_name":"Hao-Yuan Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hao-Yuan Lin","raw_affiliation_strings":["Institute of Bioinformatics and Systems Biology, National Yang Ming Chiao Tung University,Hsinchu,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Bioinformatics and Systems Biology, National Yang Ming Chiao Tung University,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061280824","display_name":"Li\u2010Ling Hope Pan","orcid":"https://orcid.org/0000-0002-0192-389X"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Li-Ling Hope Pan","raw_affiliation_strings":["National Yang Ming Chiao Tung University,Brain Research Center,Taipei,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,Brain Research Center,Taipei,Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028390017","display_name":"Shuu\u2010Jiun Wang","orcid":"https://orcid.org/0000-0001-5179-5358"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shuu-Jiun Wang","raw_affiliation_strings":["National Yang Ming Chiao Tung University,Brain Research Center,Taipei,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,Brain Research Center,Taipei,Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103114601","display_name":"Li-Wei Ko","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Li-Wei Ko","raw_affiliation_strings":["National Yang Ming Chiao Tung University,Electrical and Control Engineering,Hsinchu,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,Electrical and Control Engineering,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I148366613"],"apc_list":null,"apc_paid":null,"fwci":1.3204,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.78739201,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9993000030517578,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9993000030517578,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9970999956130981,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9958999752998352,"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":0.7036729454994202},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6991095542907715},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.45400333404541016},{"id":"https://openalex.org/keywords/somatosensory-system","display_name":"Somatosensory system","score":0.4513614773750305},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4512757360935211},{"id":"https://openalex.org/keywords/eeg-fmri","display_name":"EEG-fMRI","score":0.43236905336380005},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4113399386405945},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3472711741924286},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.237382173538208},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13667991757392883}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7036729454994202},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6991095542907715},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.45400333404541016},{"id":"https://openalex.org/C172497186","wikidata":"https://www.wikidata.org/wiki/Q328835","display_name":"Somatosensory system","level":2,"score":0.4513614773750305},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4512757360935211},{"id":"https://openalex.org/C125990524","wikidata":"https://www.wikidata.org/wiki/Q5322921","display_name":"EEG-fMRI","level":3,"score":0.43236905336380005},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4113399386405945},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3472711741924286},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.237382173538208},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13667991757392883},{"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/icsse61472.2024.10608928","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsse61472.2024.10608928","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on System Science and Engineering (ICSSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4383524853","display_name":null,"funder_award_id":"111-2321-B-A49-004","funder_id":"https://openalex.org/F4320309618","funder_display_name":"Ministry of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320309618","display_name":"Ministry of Science and Technology","ror":"https://ror.org/02b207r52"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2004323875","https://openalex.org/W2009999332","https://openalex.org/W2067138948","https://openalex.org/W2101234009","https://openalex.org/W2105957367","https://openalex.org/W2108197576","https://openalex.org/W2151591509","https://openalex.org/W2331305554","https://openalex.org/W2608309354","https://openalex.org/W2912454742","https://openalex.org/W2914237854","https://openalex.org/W2964616019","https://openalex.org/W3025516413","https://openalex.org/W3126001296","https://openalex.org/W4205622395"],"related_works":["https://openalex.org/W410172207","https://openalex.org/W2045404030","https://openalex.org/W2125849636","https://openalex.org/W2087088957","https://openalex.org/W4302042481","https://openalex.org/W2335893660","https://openalex.org/W2043719218","https://openalex.org/W3136519575","https://openalex.org/W2086409382","https://openalex.org/W2977616198"],"abstract_inverted_index":{"Pain":[0],"perception":[1],"in":[2,16,108,165],"the":[3,9,38,48,76,81,117,134,137,145,159,166],"brain":[4,150,162,174,184],"is":[5],"inherently":[6],"subjective,":[7],"with":[8],"existing":[10],"quantitative":[11],"measures":[12],"of":[13,41,61,75,84,104,116,121,126,141,148,161,172,182],"somatosensory":[14,39,105,154],"sensitivity":[15],"healthy":[17,42,109],"adults":[18,43,110],"largely":[19],"confined":[20],"to":[21,36,44,72,143],"results":[22],"from":[23],"subjective":[24],"behavioral":[25],"surveys.":[26],"In":[27],"this":[28],"study,":[29],"we":[30],"used":[31],"an":[32],"unsupervised":[33],"K-mean":[34],"algorithm":[35],"cluster":[37,77],"sensitivities":[40],"different":[45,153],"stimuli,":[46],"and":[47,51,63,95,102,119,136,176],"Gaussian":[49],"classifier":[50,54],"K-nearest":[52],"neighbor":[53],"for":[55,65,80],"75":[56],"participants":[57],"achieved":[58,131],"peak":[59],"accuracy":[60],"0.982":[62],"0.924":[64],"K-means":[66],"with${k}={4}$.":[67],"Using":[68],"Multidimensional":[69],"scaling":[70],"(MDS)":[71],"perform":[73],"confirmation":[74],"distribution":[78],"relationships":[79],"four":[82],"types":[83,107],"generally":[85,88],"hypersensitive":[86],"(HS),":[87],"non-sensitive":[89],"(NS),":[90],"predominantly":[91,96],"thermally":[92],"sensitive":[93,98],"(TS),":[94],"mechanically":[97],"(MS).":[99],"The":[100,124],"investigation":[101],"quantification":[103],"stimulus":[106],"will":[111],"bring":[112],"a":[113,170,180],"deeper":[114],"understanding":[115],"breadth":[118],"applicability":[120],"cognitive":[122],"neuroscience.":[123],"effect":[125],"data":[127],"fusion":[128],"benefits":[129],"was":[130],"by":[132],"using":[133],"EEG":[135],"precise":[138],"spatial":[139],"localization":[140],"MRI":[142],"investigate":[144],"connectivity":[146],"coherence":[147],"functional":[149],"networks":[151],"across":[152],"phenotypes.":[155],"We":[156],"found":[157],"that":[158],"number":[160],"regions":[163,175],"activated":[164],"TS":[167],"type":[168,178],"has":[169,179],"maximum":[171],"43":[173],"NS":[177],"minimum":[181],"31":[183],"regions.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
