{"id":"https://openalex.org/W4206053997","doi":"https://doi.org/10.1145/3473258.3473276","title":"Biomarkers Selection based on FS-TNNR in Schizophrenia","display_name":"Biomarkers Selection based on FS-TNNR in Schizophrenia","publication_year":2021,"publication_date":"2021-05-21","ids":{"openalex":"https://openalex.org/W4206053997","doi":"https://doi.org/10.1145/3473258.3473276"},"language":"en","primary_location":{"id":"doi:10.1145/3473258.3473276","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3473258.3473276","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Bioinformatics and Biomedical Technology","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/A5100454298","display_name":"Jiajia Li","orcid":"https://orcid.org/0000-0002-8473-6562"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiajia Li","raw_affiliation_strings":["Xi'an Jiaotong University, China"],"affiliations":[{"raw_affiliation_string":"Xi'an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052292010","display_name":"Chen Qiao","orcid":"https://orcid.org/0000-0003-0023-175X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Qiao","raw_affiliation_strings":["Xi'an Jiaotong University, China"],"affiliations":[{"raw_affiliation_string":"Xi'an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016525205","display_name":"Kai Ren","orcid":"https://orcid.org/0000-0003-4704-5743"},"institutions":[{"id":"https://openalex.org/I9916479","display_name":"Air Force Medical University","ror":"https://ror.org/00ms48f15","country_code":"CN","type":"education","lineage":["https://openalex.org/I9916479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Ren","raw_affiliation_strings":["Fourth Military Medical University, China"],"affiliations":[{"raw_affiliation_string":"Fourth Military Medical University, China","institution_ids":["https://openalex.org/I9916479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100614049","display_name":"Jian Chen","orcid":"https://orcid.org/0000-0001-9452-6297"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Chen","raw_affiliation_strings":["Fudan University, China"],"affiliations":[{"raw_affiliation_string":"Fudan University, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090010609","display_name":"Hanfeng Fang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hanfeng Fang","raw_affiliation_strings":["Suzhou Hanlin Information Technology Development Co.,LTD., China"],"affiliations":[{"raw_affiliation_string":"Suzhou Hanlin Information Technology Development Co.,LTD., China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100454298"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17914837,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"116","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9991000294685364,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9984999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/precuneus","display_name":"Precuneus","score":0.5929356813430786},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5361400246620178},{"id":"https://openalex.org/keywords/gyrus","display_name":"Gyrus","score":0.5302008390426636},{"id":"https://openalex.org/keywords/supramarginal-gyrus","display_name":"Supramarginal gyrus","score":0.5054218769073486},{"id":"https://openalex.org/keywords/superior-temporal-gyrus","display_name":"Superior temporal gyrus","score":0.4820893108844757},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.4799773693084717},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.469277024269104},{"id":"https://openalex.org/keywords/parahippocampal-gyrus","display_name":"Parahippocampal gyrus","score":0.4582776725292206},{"id":"https://openalex.org/keywords/psychosis","display_name":"Psychosis","score":0.43529146909713745},{"id":"https://openalex.org/keywords/superior-frontal-gyrus","display_name":"Superior frontal gyrus","score":0.41638872027397156},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.35321205854415894},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.3461768627166748},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.32328182458877563},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.286388099193573},{"id":"https://openalex.org/keywords/temporal-lobe","display_name":"Temporal lobe","score":0.1211654543876648}],"concepts":[{"id":"https://openalex.org/C2781441883","wikidata":"https://www.wikidata.org/wiki/Q1632835","display_name":"Precuneus","level":3,"score":0.5929356813430786},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5361400246620178},{"id":"https://openalex.org/C2779369059","wikidata":"https://www.wikidata.org/wiki/Q1758383","display_name":"Gyrus","level":2,"score":0.5302008390426636},{"id":"https://openalex.org/C2776793567","wikidata":"https://www.wikidata.org/wiki/Q1528202","display_name":"Supramarginal gyrus","level":3,"score":0.5054218769073486},{"id":"https://openalex.org/C2777497123","wikidata":"https://www.wikidata.org/wiki/Q3064601","display_name":"Superior temporal gyrus","level":3,"score":0.4820893108844757},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.4799773693084717},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.469277024269104},{"id":"https://openalex.org/C2778048536","wikidata":"https://www.wikidata.org/wiki/Q1545429","display_name":"Parahippocampal gyrus","level":4,"score":0.4582776725292206},{"id":"https://openalex.org/C2779727114","wikidata":"https://www.wikidata.org/wiki/Q170082","display_name":"Psychosis","level":2,"score":0.43529146909713745},{"id":"https://openalex.org/C2775956885","wikidata":"https://www.wikidata.org/wiki/Q3064113","display_name":"Superior frontal gyrus","level":3,"score":0.41638872027397156},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.35321205854415894},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.3461768627166748},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32328182458877563},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.286388099193573},{"id":"https://openalex.org/C2781099131","wikidata":"https://www.wikidata.org/wiki/Q744385","display_name":"Temporal lobe","level":3,"score":0.1211654543876648},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3473258.3473276","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3473258.3473276","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Bioinformatics and Biomedical Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1487321909","https://openalex.org/W1969698720","https://openalex.org/W1993632568","https://openalex.org/W2034657030","https://openalex.org/W2125652023","https://openalex.org/W2167101736","https://openalex.org/W2167474156","https://openalex.org/W2174056659","https://openalex.org/W2316912011","https://openalex.org/W2531462278","https://openalex.org/W2590328111","https://openalex.org/W2752188008","https://openalex.org/W2807765065","https://openalex.org/W2895406741","https://openalex.org/W2948419554","https://openalex.org/W2990575831","https://openalex.org/W3012899000","https://openalex.org/W4211145950"],"related_works":["https://openalex.org/W1982707081","https://openalex.org/W2367866158","https://openalex.org/W2194999895","https://openalex.org/W4240130033","https://openalex.org/W3032261676","https://openalex.org/W2924556267","https://openalex.org/W3031516742","https://openalex.org/W2017195119","https://openalex.org/W2385591125","https://openalex.org/W2186865169"],"abstract_inverted_index":{"Schizophrenia":[0],"(SZ)":[1],"is":[2,51,119,139,165],"a":[3,95,100,162,186],"chronic":[4],"mental":[5],"illness":[6],"that":[7,49,172,207],"severely":[8],"affects":[9],"people's":[10],"thoughts,":[11],"feelings":[12],"and":[13,24,34,44,57,80,112,126,191,196,228,230,255],"behaviors.":[14],"As":[15],"time":[16],"goes":[17],"by,":[18],"the":[19,30,77,86,109,115,124,157,174,177,193,201,208,218,231,239,266],"symptoms":[20],"will":[21],"become":[22],"more":[23,25],"serious,":[26],"clinically":[27],"manifested":[28],"as":[29,161],"confusion":[31],"of":[32,88,103,117,120,129,156,189,212],"thinking":[33],"speech,":[35],"delusions,":[36],"hallucinations,":[37],"etc.,":[38],"which":[39,83,268],"seriously":[40],"endanger":[41],"human":[42],"health":[43],"life.":[45],"Studies":[46],"have":[47],"shown":[48],"SZ":[50,118,181,202,213],"associated":[52],"with":[53],"abnormal":[54,58,194,197,209,232],"brain":[55,62,210],"regions":[56,195,211],"functional":[59,198,233],"connections":[60,199,234],"in":[61,76,123,180,200,217,265,275],"regions.":[63],"In":[64,131],"recent":[65],"years,":[66],"magnetic":[67,182],"resonance":[68,183],"imaging":[69],"(MRI)":[70],"technology":[71],"has":[72,94],"been":[73],"widely":[74],"used":[75,166],"medical":[78],"field":[79],"scientific":[81],"research,":[82],"contributes":[84],"to":[85,106,145,167,176,238,261],"study":[87,192],"SZ.":[89,130,276],"However,":[90],"MRI":[91],"data":[92,110,179,184],"usually":[93],"small":[96],"sample":[97],"size":[98],"but":[99],"large":[101,187],"number":[102,188],"features.":[104],"How":[105],"effectively":[107],"reduce":[108],"dimension":[111],"accurately":[113],"detect":[114],"biomarkers":[116],"great":[121],"significance":[122],"diagnosis":[125],"further":[127,270],"research":[128],"this":[132],"paper,":[133],"truncated":[134,158],"nuclear":[135,159],"norm":[136,160],"regularization":[137,163],"(TNNR)":[138],"introduced":[140],"into":[141],"feature":[142,149],"selection":[143,150],"(FS)":[144],"form":[146],"an":[147],"embedded":[148],"method.":[151],"The":[152,204],"non-convex":[153],"low-rank":[154],"advantage":[155],"term":[164],"filter":[168],"out":[169],"those":[170],"features":[171,190],"contribute":[173],"most":[175],"identification":[178],"containing":[185],"brain.":[203],"results":[205],"show":[206],"are":[214,235],"mainly":[215,236],"distributed":[216],"supramarginal":[219],"gyrus,":[220,222,224,242,245,250],"cingulate":[221],"frontal":[223,226,249],"precuneus,":[225],"gyrus":[227],"caudate,":[229],"related":[237],"superior":[240,243],"parietal":[241],"occipital":[244],"caudate":[246],"nucleus,":[247],"middle":[248],"insula,":[251],"supplementary":[252],"motor":[253],"area":[254],"precuneus.":[256],"These":[257],"abnormalities":[258],"may":[259],"lead":[260],"incorrect":[262],"information":[263],"processing":[264],"brain,":[267],"provides":[269],"evidence":[271],"for":[272],"cognitive":[273],"impairment":[274]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}