{"id":"https://openalex.org/W4385555048","doi":"https://doi.org/10.58530/2022/4024","title":"Detecting schizophrenia using structural and synthetic cerebral blood volume MRI with deep learning","display_name":"Detecting schizophrenia using structural and synthetic cerebral blood volume MRI with deep learning","publication_year":2023,"publication_date":"2023-08-03","ids":{"openalex":"https://openalex.org/W4385555048","doi":"https://doi.org/10.58530/2022/4024"},"language":"en","primary_location":{"id":"doi:10.58530/2022/4024","doi":"https://doi.org/10.58530/2022/4024","is_oa":false,"landing_page_url":"https://doi.org/10.58530/2022/4024","pdf_url":null,"source":{"id":"https://openalex.org/S4393917449","display_name":"Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition","issn_l":"1524-6965","issn":["1524-6965","1545-4428"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISMRM Annual Meeting","raw_type":"proceedings-article"},"volume":null,"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/A5100664140","display_name":"Junhao Zhang","orcid":"https://orcid.org/0000-0002-7512-7562","observed_orcids":["https://orcid.org/0000-0002-7512-7562"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Junhao Zhang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039204448","display_name":"Nicolas Acosta","orcid":"https://orcid.org/0009-0008-9278-7491","observed_orcids":["https://orcid.org/0009-0008-9278-7491"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nicolas Acosta","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021906807","display_name":"Vishwanatha Mitnala Rao","orcid":"https://orcid.org/0000-0002-0080-7299","observed_orcids":["https://orcid.org/0000-0002-0080-7299"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vishwanatha Mitnala Rao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013269675","display_name":"Pin-Yu Lee","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pin-Yu Lee","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079303657","display_name":"Sabrina Gjerswold-Selleck","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sabrina Gjerswold-Selleck","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056288476","display_name":"Zihan Wan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zihan Wan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029624988","display_name":"Xinyang Feng","orcid":"https://orcid.org/0000-0003-0331-0488","observed_orcids":["https://orcid.org/0000-0003-0331-0488"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinyang Feng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075093461","display_name":"Jeffrey Alan Lieberman","orcid":"https://orcid.org/0000-0002-1899-1776","observed_orcids":["https://orcid.org/0000-0002-1899-1776"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jeffrey A. Lieberman","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103178320","display_name":"Scott A. Small","orcid":"https://orcid.org/0000-0001-9742-8983","observed_orcids":["https://orcid.org/0000-0001-9742-8983"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Scott A. Small","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5043650123","display_name":"Jia Guo","orcid":"https://orcid.org/0000-0003-4803-0279","observed_orcids":["https://orcid.org/0000-0003-4803-0279"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jia Guo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":0.19093199,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"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":0.9550999999046326,"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":0.9550999999046326,"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.0071000000461936,"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":0.004900000058114529,"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/schizophrenia-detection","display_name":"schizophrenia detection","score":0.8360000252723694},{"id":"https://openalex.org/keywords/cerebral-blood-volume","display_name":"cerebral blood volume","score":0.8349999785423279},{"id":"https://openalex.org/keywords/t1-weighted-structural-mri","display_name":"T1-weighted structural MRI","score":0.9160000085830688},{"id":"https://openalex.org/keywords/3d-convolutional-neural-networks","display_name":"3D convolutional neural networks","score":0.9210000038146973},{"id":"https://openalex.org/keywords/brain-region-localization","display_name":"brain region localization","score":0.7049999833106995},{"id":"https://openalex.org/keywords/patient-classification","display_name":"patient classification","score":0.3720000088214874}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.9168716669082642},{"id":"https://openalex.org/C2776412080","wikidata":"https://www.wikidata.org/wiki/Q7431605","display_name":"Schizophrenia (object-oriented programming)","level":2,"score":0.77294921875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6293417811393738},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6203008890151978},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5417112112045288},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5351999402046204},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42657679319381714},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3828029930591583},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3784424960613251},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22644618153572083},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.58530/2022/4024","doi":"https://doi.org/10.58530/2022/4024","is_oa":false,"landing_page_url":"https://doi.org/10.58530/2022/4024","pdf_url":null,"source":{"id":"https://openalex.org/S4393917449","display_name":"Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition","issn_l":"1524-6965","issn":["1524-6965","1545-4428"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISMRM Annual Meeting","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9476000070571899,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3003442092","https://openalex.org/W4386393049","https://openalex.org/W2599580086","https://openalex.org/W7211962872","https://openalex.org/W2950023118","https://openalex.org/W7130708234","https://openalex.org/W4389868835","https://openalex.org/W7128804705","https://openalex.org/W3127684864","https://openalex.org/W4417146101"],"abstract_inverted_index":{"Fast":[0],"translate":[1,3],"Icon":[2],"Currently":[4],"discrimination":[5],"of":[6,26,57],"patients":[7],"with":[8,37],"schizophrenia":[9,27],"from":[10],"normal":[11],"healthy":[12],"subjects":[13],"remains":[14],"challenging.":[15],"In":[16],"this":[17],"study,":[18],"it":[19],"is":[20],"aimed":[21],"to":[22],"improve":[23],"the":[24,51],"performance":[25],"detection":[28],"using":[29],"structure":[30],"T1-weighed":[31],"scans":[32],"and":[33,59],"synthetic":[34],"functional":[35],"maps":[36],"one":[38],"3D":[39],"Convolutional":[40],"neural":[41],"networks.":[42],"The":[43],"results":[44],"show":[45],"that":[46],"our":[47],"approach":[48],"could":[49],"outperform":[50],"current":[52],"state-of-the-art":[53],"method":[54],"in":[55],"terms":[56],"AUROC":[58],"discriminative":[60],"brain":[61],"regions":[62],"related":[63],"are":[64],"also":[65],"localized.":[66]},"counts_by_year":[],"updated_date":"2026-10-06T10:28:23.643775","created_date":"2023-08-04T00:00:00"}
