{"id":"https://openalex.org/W2291241541","doi":"https://doi.org/10.1109/icsipa.2015.7412204","title":"EEG-fMRI combination for better understanding of brain functions: Pros and cons","display_name":"EEG-fMRI combination for better understanding of brain functions: Pros and cons","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2291241541","doi":"https://doi.org/10.1109/icsipa.2015.7412204","mag":"2291241541"},"language":"en","primary_location":{"id":"doi:10.1109/icsipa.2015.7412204","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsipa.2015.7412204","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA)","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/A5016724662","display_name":"Rana Fayyaz Ahmad","orcid":"https://orcid.org/0000-0001-8197-8403"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Rana Fayyaz Ahmad","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Universiti Teknologi, Tronoh, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Universiti Teknologi, Tronoh, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077623317","display_name":"Aamir Saeed Malik","orcid":"https://orcid.org/0000-0003-1085-3157"},"institutions":[{"id":"https://openalex.org/I4210089400","display_name":"Hospital Universiti Sains Malaysia","ror":"https://ror.org/0090j2029","country_code":"MY","type":"healthcare","lineage":["https://openalex.org/I4210089400"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Aamir Saeed Malik","raw_affiliation_strings":["Department of neuroscience, Universiti Sains Malaysia, Kota Bharu, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of neuroscience, Universiti Sains Malaysia, Kota Bharu, Malaysia","institution_ids":["https://openalex.org/I4210089400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071162645","display_name":"Nidal Kamel","orcid":"https://orcid.org/0000-0002-9638-6379"},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nidal Kamel","raw_affiliation_strings":["Universiti Teknologi PETRONAS, Seri Iskandar, Perak, MY"],"affiliations":[{"raw_affiliation_string":"Universiti Teknologi PETRONAS, Seri Iskandar, Perak, MY","institution_ids":["https://openalex.org/I203899302"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036722921","display_name":"Faruque Reza","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089400","display_name":"Hospital Universiti Sains Malaysia","ror":"https://ror.org/0090j2029","country_code":"MY","type":"healthcare","lineage":["https://openalex.org/I4210089400"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Faruque Reza","raw_affiliation_strings":["Department of neuroscience, Universiti Sains Malaysia, Kota Bharu, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of neuroscience, Universiti Sains Malaysia, Kota Bharu, Malaysia","institution_ids":["https://openalex.org/I4210089400"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5016724662"],"corresponding_institution_ids":["https://openalex.org/I4576418"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.13417386,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"278","last_page":"281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":1.0,"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":1.0,"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":0.9998000264167786,"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":0.9987000226974487,"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/eeg-fmri","display_name":"EEG-fMRI","score":0.8314617872238159},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7627052068710327},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.691972017288208},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.6662652492523193},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6219562888145447},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.5678958892822266},{"id":"https://openalex.org/keywords/brain-activity-and-meditation","display_name":"Brain activity and meditation","score":0.4284970462322235},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.414799302816391},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.397601455450058},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3528802990913391},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3214021921157837},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.301186203956604}],"concepts":[{"id":"https://openalex.org/C125990524","wikidata":"https://www.wikidata.org/wiki/Q5322921","display_name":"EEG-fMRI","level":3,"score":0.8314617872238159},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7627052068710327},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.691972017288208},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.6662652492523193},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6219562888145447},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.5678958892822266},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.4284970462322235},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.414799302816391},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.397601455450058},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3528802990913391},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3214021921157837},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.301186203956604}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsipa.2015.7412204","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsipa.2015.7412204","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"id":"https://metadata.un.org/sdg/1","display_name":"No poverty"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W116232797","https://openalex.org/W1581881989","https://openalex.org/W1976781461","https://openalex.org/W2002229750","https://openalex.org/W2027833183","https://openalex.org/W2030907254","https://openalex.org/W2035788782","https://openalex.org/W2043719218","https://openalex.org/W2052035564","https://openalex.org/W2088272457","https://openalex.org/W2121973561","https://openalex.org/W2157184819","https://openalex.org/W2535389871","https://openalex.org/W3105762472","https://openalex.org/W4247782343","https://openalex.org/W6826397130"],"related_works":["https://openalex.org/W2113982903","https://openalex.org/W2163254535","https://openalex.org/W2127986617","https://openalex.org/W2137930904","https://openalex.org/W2114837488","https://openalex.org/W4313343512","https://openalex.org/W2090425593","https://openalex.org/W4385789004","https://openalex.org/W4210661685","https://openalex.org/W1987469773"],"abstract_inverted_index":{"Multimodal":[0],"neuroimaging":[1],"techniques":[2],"have":[3,33,151],"shown":[4],"better":[5,95],"understanding":[6,96],"of":[7,45,69,97,109,138,145,166],"human":[8],"brain":[9,98],"functions":[10],"and":[11,20,37,58,71,80,100,118,141,164],"dysfunctions":[12],"as":[13,121,123],"compared":[14],"to":[15,42,63,76,93],"the":[16,84,153],"standalone":[17],"modality.":[18],"EEG":[19,28,70],"fMRI":[21,72],"are":[22,169],"widely":[23],"used":[24,106],"in":[25,124,136],"neuroscience":[26],"community.":[27],"signals":[29],"recorded":[30],"at":[31,83],"scalp":[32],"high":[34,55,78],"temporal":[35,60,79],"resolution":[36,40,57,61,82],"poor":[38],"spatial":[39,56,81],"due":[41,62],"limited":[43],"number":[44],"electrodes.":[46],"Functional":[47],"Magnetic":[48],"Resonance":[49],"Imaging":[50],"(fMRI)":[51],"has":[52],"a":[53],"very":[54],"low":[59],"slow":[64],"scanning.":[65],"The":[66],"complementary":[67],"nature":[68],"can":[73,90,104],"be":[74,105],"combined":[75,167],"get":[77],"same":[85],"time.":[86],"Simultaneous":[87,102],"EEG-fMRI":[88,103,132,159,168],"imaging":[89],"help":[91],"researchers":[92],"develop":[94],"mechanism":[99],"functionality.":[101],"for":[107],"assessment":[108],"person's":[110],"cognitive":[111],"abilities":[112],"which":[113],"include":[114],"working":[115],"memory,":[116],"attention":[117],"learning":[119],"process":[120],"well":[122],"diseases":[125],"like":[126],"schizophrenia,":[127],"epilepsy,":[128],"etc.":[129],"However,":[130],"simultaneous":[131,158],"brings":[133],"many":[134],"challenges":[135],"terms":[137],"data":[139,142,160],"acquisition":[140],"quality":[143],"point":[144],"view.":[146],"In":[147],"this":[148],"paper,":[149],"we":[150],"addressed":[152],"main":[154],"issues":[155],"involved":[156],"during":[157],"recording.":[161],"Further,":[162],"pros":[163],"cons":[165],"discussed.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}