{"id":"https://openalex.org/W4283707079","doi":"https://doi.org/10.1109/tmi.2022.3186797","title":"Stacked Topological Preserving Dynamic Brain Networks Representation and Classification","display_name":"Stacked Topological Preserving Dynamic Brain Networks Representation and Classification","publication_year":2022,"publication_date":"2022-06-27","ids":{"openalex":"https://openalex.org/W4283707079","doi":"https://doi.org/10.1109/tmi.2022.3186797","pmid":"https://pubmed.ncbi.nlm.nih.gov/35759586"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2022.3186797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2022.3186797","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5037290686","display_name":"Qi Zhu","orcid":"https://orcid.org/0000-0001-7740-292X"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Zhu","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-7740-292X","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028594030","display_name":"Ruting Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruting Xu","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100447486","display_name":"Ran Wang","orcid":"https://orcid.org/0000-0001-5601-0513"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ran Wang","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-5601-0513","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103117420","display_name":"Xijia Xu","orcid":"https://orcid.org/0000-0002-0598-7188"},"institutions":[{"id":"https://openalex.org/I4210109791","display_name":"Nanjing Brain Hospital","ror":"https://ror.org/01wcx2305","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210109791"]},{"id":"https://openalex.org/I83519826","display_name":"Nanjing Medical University","ror":"https://ror.org/059gcgy73","country_code":"CN","type":"education","lineage":["https://openalex.org/I83519826"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xijia Xu","raw_affiliation_strings":["Department of Psychiatry, Affiliated Nanjing Brain Hospital, Nanjing Medical University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-0598-7188","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Affiliated Nanjing Brain Hospital, Nanjing Medical University, Nanjing, China","institution_ids":["https://openalex.org/I4210109791","https://openalex.org/I83519826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009232540","display_name":"Zhiqiang Zhang","orcid":"https://orcid.org/0000-0002-3993-7330"},"institutions":[{"id":"https://openalex.org/I2799773085","display_name":"Nanjing General Hospital of Nanjing Military Command","ror":"https://ror.org/04kmpyd03","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2799773085"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Zhang","raw_affiliation_strings":["Department of Medical Imaging, Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-3993-7330","affiliations":[{"raw_affiliation_string":"Department of Medical Imaging, Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, China","institution_ids":["https://openalex.org/I2799773085","https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018821033","display_name":"Daoqiang Zhang","orcid":"https://orcid.org/0000-0002-5658-7643"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daoqiang Zhang","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-5658-7643","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5805,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.90313886,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"41","issue":"11","first_page":"3473","last_page":"3484"},"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9995999932289124,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9955999851226807,"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":0.7186524271965027},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6031808257102966},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5260686278343201},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5041948556900024},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.44103366136550903},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.4355296492576599},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.42614853382110596},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4180881977081299},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3680644631385803},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3585929870605469},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20451295375823975}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7186524271965027},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6031808257102966},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5260686278343201},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5041948556900024},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.44103366136550903},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.4355296492576599},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.42614853382110596},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4180881977081299},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3680644631385803},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3585929870605469},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20451295375823975},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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":[{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001927","descriptor_name":"Brain Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001927","descriptor_name":"Brain Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001927","descriptor_name":"Brain Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012559","descriptor_name":"Schizophrenia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012559","descriptor_name":"Schizophrenia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012559","descriptor_name":"Schizophrenia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2022.3186797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2022.3186797","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:35759586","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35759586","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on medical imaging","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5899999737739563}],"awards":[{"id":"https://openalex.org/G5293734332","display_name":null,"funder_award_id":"62076129","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5898594745","display_name":null,"funder_award_id":"61501230","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6398569721","display_name":null,"funder_award_id":"2018YFC2001600","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7529917","display_name":"\u9762\u5411\u5927\u6570\u636e\u673a\u5668\u5b66\u4e60\u7684\u4e0d\u786e\u5b9a\u6027\u5efa\u6a21\u53ca\u5e94\u7528\u7814\u7a76","funder_award_id":"61732006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7803934831","display_name":null,"funder_award_id":"2018YFC2001602","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7869937607","display_name":null,"funder_award_id":"62136004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8357599631","display_name":null,"funder_award_id":"61876082","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1518405882","https://openalex.org/W1907418661","https://openalex.org/W1983247893","https://openalex.org/W2002357311","https://openalex.org/W2008543242","https://openalex.org/W2011099767","https://openalex.org/W2024165284","https://openalex.org/W2050214217","https://openalex.org/W2055457718","https://openalex.org/W2058046532","https://openalex.org/W2075381062","https://openalex.org/W2076805502","https://openalex.org/W2085044339","https://openalex.org/W2089572795","https://openalex.org/W2091344531","https://openalex.org/W2092872141","https://openalex.org/W2094377986","https://openalex.org/W2103483280","https://openalex.org/W2104427347","https://openalex.org/W2133074600","https://openalex.org/W2140606211","https://openalex.org/W2411460890","https://openalex.org/W2440640648","https://openalex.org/W2525256812","https://openalex.org/W2537627674","https://openalex.org/W2583114732","https://openalex.org/W2583273159","https://openalex.org/W2598246502","https://openalex.org/W2621677039","https://openalex.org/W2625805440","https://openalex.org/W2795965218","https://openalex.org/W2884516837","https://openalex.org/W2894264163","https://openalex.org/W2935087249","https://openalex.org/W2947064219","https://openalex.org/W2950317798","https://openalex.org/W2995313551","https://openalex.org/W3007757062","https://openalex.org/W3035206316","https://openalex.org/W3046009122","https://openalex.org/W3080803149","https://openalex.org/W4255923868"],"related_works":["https://openalex.org/W3147584709","https://openalex.org/W2130187411","https://openalex.org/W2977677679","https://openalex.org/W2387058352","https://openalex.org/W2004814108","https://openalex.org/W1992327129","https://openalex.org/W2381986121","https://openalex.org/W2370918718","https://openalex.org/W2890544631","https://openalex.org/W4292523377"],"abstract_inverted_index":{"In":[0,95],"recent":[1],"years,":[2],"numerous":[3],"studies":[4],"have":[5,37],"adopted":[6],"rs-fMRI":[7],"to":[8,18,49,66,97,113,132,169,184],"construct":[9],"dynamic":[10],"functional":[11,77],"connectivity":[12],"networks":[13],"(DFCNs)":[14],"and":[15,27,72,83,107,110,127,141,196],"applied":[16],"them":[17],"the":[19,31,35,43,50,59,68,76,86,120,134,151,178,186,191,206,214],"diagnosis":[20,215],"of":[21,45,58,75,91,216],"brain":[22,33,46,69,81,114,130,135,217],"diseases,":[23],"such":[24],"as":[25],"epilepsy":[26,195],"schizophrenia.":[28],"Compared":[29],"with":[30,80,161],"static":[32],"networks,":[34],"DFCNs":[36,64,92,105,171],"a":[38,103,156,174],"natural":[39],"advantage":[40],"in":[41,54,150,213],"reflecting":[42],"process":[44],"activity":[47],"due":[48],"time":[51,139,144],"information":[52],"contained":[53],"it.":[55],"However,":[56],"most":[57],"current":[60],"methods":[61,212],"for":[62,93],"constructing":[63],"fail":[65],"aggregate":[67],"topology":[70,136],"structure":[71,149,164],"temporal":[73],"variation":[74],"architecture":[78],"associated":[79],"regions,":[82],"often":[84],"ignore":[85],"inherent":[87],"multi-dimensional":[88,175],"feature":[89],"representation":[90,108],"classification.":[94],"order":[96],"address":[98],"these":[99],"issues,":[100],"we":[101,118],"propose":[102],"novel":[104],"construction":[106],"method":[109,160,193,208],"apply":[111],"it":[112],"disease":[115],"diagnosis.":[116],"Specifically,":[117],"fuse":[119],"blood":[121],"oxygen":[122],"level":[123],"dependent":[124],"(BOLD)":[125],"signal":[126],"interactions":[128],"between":[129],"regions":[131],"distinguish":[133],"within":[137],"each":[138],"domain":[140],"across":[142],"different":[143],"domains,":[145],"by":[146],"embedding":[147],"block":[148],"adjacency":[152],"matrix.":[153],"After":[154],"that,":[155],"sparse":[157,162],"tensor":[158],"decomposition":[159],"local":[163],"preserving":[165],"regularization":[166],"is":[167,182],"developed":[168],"extract":[170],"features":[172],"from":[173],"perspective.":[176],"Finally,":[177],"kernel":[179],"discriminant":[180],"analysis":[181],"employed":[183],"provide":[185],"decision":[187],"result.":[188],"We":[189],"validate":[190],"proposed":[192,207],"on":[194],"schizophrenia":[197],"identification":[198],"tasks,":[199],"respectively.":[200],"The":[201],"experimental":[202],"results":[203],"show":[204],"that":[205],"outperforms":[209],"several":[210],"state-of-the-art":[211],"diseases.":[218]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":5}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}