{"id":"https://openalex.org/W7214978673","doi":"https://doi.org/10.64189/vai.26108","title":"Schizophrenia Diagnosis with a Transparent Multimodal MRI Fusion Approach for Early Detection and Clinical Trust","display_name":"Schizophrenia Diagnosis with a Transparent Multimodal MRI Fusion Approach for Early Detection and Clinical Trust","publication_year":2026,"publication_date":"2026-09-24","ids":{"openalex":"https://openalex.org/W7214978673","doi":"https://doi.org/10.64189/vai.26108"},"language":"en","primary_location":{"id":"doi:10.64189/vai.26108","doi":"https://doi.org/10.64189/vai.26108","is_oa":true,"landing_page_url":"https://doi.org/10.64189/vai.26108","pdf_url":null,"source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Visual Artificial Intelligence","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.64189/vai.26108","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079264680","display_name":"Mohammad Shohelur Rahman","orcid":"https://orcid.org/0009-0004-7008-2766","observed_orcids":["https://orcid.org/0009-0004-7008-2766"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammad Shohelur Rahman","raw_affiliation_strings":["Department of Computer Science and Engineering, Barkal Ragisb Rabeya College, Barkal, Rangamati, 4570, Chittagong, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0004-7008-2766","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Barkal Ragisb Rabeya College, Barkal, Rangamati, 4570, Chittagong, Bangladesh","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079676961","display_name":"Ahnaf Tajwar","orcid":"https://orcid.org/0000-0002-7872-328X","observed_orcids":["https://orcid.org/0000-0002-7872-328X"]},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Ahnaf Tajwar","raw_affiliation_strings":["Department of Computer Science and Engineering, Brac University, Badda, Dhaka, 1212, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Brac University, Badda, Dhaka, 1212, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5153563463","display_name":"Tawaz Rahman","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Tawaz Rahman","raw_affiliation_strings":["Department of Computer Science and Engineering, American International University, Khilkhet, Dhaka, 1229, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, American International University, Khilkhet, Dhaka, 1229, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I103434671"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10023","display_name":"Schizophrenia research and treatment","score":0.7554000020027161,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T10023","display_name":"Schizophrenia research and treatment","score":0.7554000020027161,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.10719999670982361,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.01759999990463257,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/schizophrenia-diagnosis","display_name":"schizophrenia diagnosis","score":0.9100000262260437},{"id":"https://openalex.org/keywords/multimodal-mri-fusion","display_name":"multimodal MRI fusion","score":0.9580000042915344},{"id":"https://openalex.org/keywords/structural-mri","display_name":"structural MRI","score":0.9670000076293945},{"id":"https://openalex.org/keywords/fmri","display_name":"functional MRI","score":0.9909999966621399},{"id":"https://openalex.org/keywords/early-detection","display_name":"early detection","score":0.7689999938011169},{"id":"https://openalex.org/keywords/explainable-ai","display_name":"explainable AI","score":0.8930000066757202},{"id":"https://openalex.org/keywords/brain-connectivity","display_name":"brain connectivity","score":0.5220000147819519},{"id":"https://openalex.org/keywords/interpretability","display_name":"interpretability","score":0.5860000252723694},{"id":"https://openalex.org/keywords/clinical-trust","display_name":"clinical trust","score":0.7490000128746033},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"neuroimaging","score":0.6819999814033508}],"concepts":[{"id":"https://openalex.org/C2776412080","wikidata":"https://www.wikidata.org/wiki/Q7431605","display_name":"Schizophrenia (object-oriented programming)","level":2,"score":0.6477000117301941},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.6291999816894531},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5407000184059143},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.49709999561309814},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.4207000136375427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41260001063346863},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.38600000739097595},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3720000088214874},{"id":"https://openalex.org/C2982962833","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information fusion","level":2,"score":0.36809998750686646},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.30399999022483826},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.30390000343322754},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.30329999327659607},{"id":"https://openalex.org/C2988762625","wikidata":"https://www.wikidata.org/wiki/Q492038","display_name":"Brain anatomy","level":3,"score":0.2890999913215637},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.28859999775886536},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2808000147342682},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2667999863624573},{"id":"https://openalex.org/C50231774","wikidata":"https://www.wikidata.org/wiki/Q639842","display_name":"Brain mapping","level":2,"score":0.26510000228881836},{"id":"https://openalex.org/C2781204524","wikidata":"https://www.wikidata.org/wiki/Q2802443","display_name":"Diagnosis of schizophrenia","level":3,"score":0.26339998841285706},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.26080000400543213}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.64189/vai.26108","doi":"https://doi.org/10.64189/vai.26108","is_oa":true,"landing_page_url":"https://doi.org/10.64189/vai.26108","pdf_url":null,"source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Visual Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.64189/vai.26108","doi":"https://doi.org/10.64189/vai.26108","is_oa":true,"landing_page_url":"https://doi.org/10.64189/vai.26108","pdf_url":null,"source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Visual Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9763000011444092,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4417370414","https://openalex.org/W4408663609","https://openalex.org/W4403211837","https://openalex.org/W4400070047","https://openalex.org/W7117487430","https://openalex.org/W3021814623","https://openalex.org/W4323666352","https://openalex.org/W4404756410","https://openalex.org/W7166579927","https://openalex.org/W7130708234"],"abstract_inverted_index":{"Schizophrenia":[0],"is":[1,25,36],"a":[2,50,131],"disorder":[3],"that":[4,114,149],"affects":[5],"the":[6,29,40,84,91,119,139,152],"brain.":[7],"We":[8,126],"can":[9],"find":[10,73],"it":[11,24,35,100,135],"earlier":[12],"and":[13,20,34,65,95,134,159,162],"more":[14],"accurately":[15],"via":[16],"special":[17],"brain":[18,58,92,120],"scans":[19],"computer":[21,106],"tools.":[22],"However,":[23],"difficult":[26],"to":[27,53,71,102],"understand":[28,103],"information":[30],"from":[31],"these":[32],"scans,":[33],"not":[37],"clear":[38,147],"how":[39,87,104,151],"computers":[41],"make":[42,99],"their":[43,96],"decisions.":[44],"In":[45],"our":[46,105,128,164],"study,":[47],"we":[48,109],"made":[49],"new":[51],"way":[52],"use":[54,110,163],"two":[55],"types":[56],"of":[57,75,90,118],"imaging,":[59],"structural":[60],"magnetic":[61,67],"resonance":[62,68],"imaging":[63,69],"(sMRI)":[64],"functional":[66],"(fMRI),":[70],"better":[72,137],"signs":[74],"schizophrenia.":[76],"Our":[77],"method":[78,129],"looks":[79],"for":[80,124],"important":[81,123],"changes":[82],"in":[83],"brain,":[85],"especially":[86],"different":[88],"parts":[89,117],"work":[93],"together":[94],"structure.":[97],"To":[98],"easier":[101],"model":[107,153],"works,":[108],"explainable":[111],"AI(XAI)":[112],"techniques":[113],"present":[115],"which":[116,156],"are":[121],"most":[122],"predictions.":[125],"tested":[127],"on":[130],"public":[132],"dataset,":[133],"worked":[136],"than":[138],"other":[140],"methods":[141],"did.":[142],"The":[143],"XAI":[144],"tools":[145],"provided":[146],"pictures":[148],"show":[150],"makes":[154],"decisions,":[155],"helps":[157],"doctors":[158],"researchers":[160],"trust":[161],"results.":[165]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-10-01T00:00:00"}
