{"id":"https://openalex.org/W2932243578","doi":"https://doi.org/10.1142/s1793351x19400026","title":"Identification of Discriminative Subnetwork from fMRI-Based Complete Functional Connectivity Networks","display_name":"Identification of Discriminative Subnetwork from fMRI-Based Complete Functional Connectivity Networks","publication_year":2019,"publication_date":"2019-03-01","ids":{"openalex":"https://openalex.org/W2932243578","doi":"https://doi.org/10.1142/s1793351x19400026","mag":"2932243578"},"language":"en","primary_location":{"id":"doi:10.1142/s1793351x19400026","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793351x19400026","pdf_url":null,"source":{"id":"https://openalex.org/S4210201727","display_name":"International Journal of Semantic Computing","issn_l":"1793-7108","issn":["1793-7108","1793-351X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Semantic Computing","raw_type":"journal-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/A5050715780","display_name":"Shah Muhammad Hamdi","orcid":"https://orcid.org/0000-0002-9303-7835"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shah Muhammad Hamdi","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, GA 30302, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, GA 30302, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058183240","display_name":"Yubao Wu","orcid":"https://orcid.org/0000-0001-9356-8508"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yubao Wu","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, GA 30302, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, GA 30302, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009847987","display_name":"Rafal A. Angryk","orcid":"https://orcid.org/0000-0001-9598-8207"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rafal Angryk","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, GA 30302, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, GA 30302, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011260334","display_name":"Lisa C. Krishnamurthy","orcid":"https://orcid.org/0000-0003-3899-9510"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]},{"id":"https://openalex.org/I4210149289","display_name":"Atlanta VA Health Care System","ror":"https://ror.org/041t78y98","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210131075","https://openalex.org/I4210149289"]},{"id":"https://openalex.org/I4210152539","display_name":"Atlanta VA Medical Center","ror":"https://ror.org/04z89xx32","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210131075","https://openalex.org/I4210149289","https://openalex.org/I4210152539"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lisa Crystal Krishnamurthy","raw_affiliation_strings":["Center for Advanced Brain Imaging, Georgia State University and Georgia Institute of Technology, Atlanta GA 30302, USA","Center for Visual and Neurocognitive Rehabilitation, Atlanta VAMC, Decatur GA 30030, USA","Department of Physics and Astronomy, Georgia State University, Atlanta GA 30302, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Advanced Brain Imaging, Georgia State University and Georgia Institute of Technology, Atlanta GA 30302, USA","institution_ids":["https://openalex.org/I130701444","https://openalex.org/I181565077"]},{"raw_affiliation_string":"Center for Visual and Neurocognitive Rehabilitation, Atlanta VAMC, Decatur GA 30030, USA","institution_ids":["https://openalex.org/I4210149289","https://openalex.org/I4210152539"]},{"raw_affiliation_string":"Department of Physics and Astronomy, Georgia State University, Atlanta GA 30302, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086512505","display_name":"Robin D. Morris","orcid":"https://orcid.org/0000-0002-0784-8237"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robin Morris","raw_affiliation_strings":["Center for Advanced Brain Imaging, Georgia State University and Georgia Institute of Technology, Atlanta GA 30302, USA","Department of Psychology, Georgia State University, Atlanta GA 30302, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Advanced Brain Imaging, Georgia State University and Georgia Institute of Technology, Atlanta GA 30302, USA","institution_ids":["https://openalex.org/I130701444","https://openalex.org/I181565077"]},{"raw_affiliation_string":"Department of Psychology, Georgia State University, Atlanta GA 30302, USA","institution_ids":["https://openalex.org/I181565077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3178,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.53718437,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"13","issue":"01","first_page":"25","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9979000091552734,"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/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/discriminative-model","display_name":"Discriminative model","score":0.8568443655967712},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7687450647354126},{"id":"https://openalex.org/keywords/subnetwork","display_name":"Subnetwork","score":0.6626649498939514},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5834543704986572},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.5809994339942932},{"id":"https://openalex.org/keywords/connectome","display_name":"Connectome","score":0.5586740970611572},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5093568563461304},{"id":"https://openalex.org/keywords/human-connectome-project","display_name":"Human Connectome Project","score":0.4879986345767975},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4722920060157776},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44061124324798584},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.4066718816757202},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.19616219401359558},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09180226922035217}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8568443655967712},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7687450647354126},{"id":"https://openalex.org/C2780186347","wikidata":"https://www.wikidata.org/wiki/Q11414","display_name":"Subnetwork","level":2,"score":0.6626649498939514},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5834543704986572},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.5809994339942932},{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.5586740970611572},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5093568563461304},{"id":"https://openalex.org/C97820695","wikidata":"https://www.wikidata.org/wiki/Q387749","display_name":"Human Connectome Project","level":3,"score":0.4879986345767975},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4722920060157776},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44061124324798584},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.4066718816757202},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.19616219401359558},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09180226922035217},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s1793351x19400026","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793351x19400026","pdf_url":null,"source":{"id":"https://openalex.org/S4210201727","display_name":"International Journal of Semantic Computing","issn_l":"1793-7108","issn":["1793-7108","1793-351X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Semantic Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.75,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1588398182","https://openalex.org/W1973140577","https://openalex.org/W1983183519","https://openalex.org/W2024165284","https://openalex.org/W2040412343","https://openalex.org/W2040709265","https://openalex.org/W2044849491","https://openalex.org/W2046630687","https://openalex.org/W2067825653","https://openalex.org/W2117140276","https://openalex.org/W2139708397","https://openalex.org/W2142498761","https://openalex.org/W2154053567","https://openalex.org/W2514941901","https://openalex.org/W2772347151","https://openalex.org/W2904276811","https://openalex.org/W4241074797"],"related_works":["https://openalex.org/W3210626554","https://openalex.org/W4281670718","https://openalex.org/W3129362508","https://openalex.org/W2111902267","https://openalex.org/W2011650426","https://openalex.org/W4281399860","https://openalex.org/W2798089108","https://openalex.org/W3007806780","https://openalex.org/W3119110823","https://openalex.org/W2136199096"],"abstract_inverted_index":{"The":[0],"comprehensive":[1],"set":[2],"of":[3,6,71,81,84,114,121,133,170,186,195,202],"neuronal":[4],"connections":[5],"the":[7,14,48,79,85,119,131,148,171,191,200,203],"human":[8,15],"brain,":[9],"which":[10,52],"is":[11,44],"known":[12],"as":[13],"connectomes,":[16],"has":[17,31],"provided":[18],"valuable":[19],"insight":[20],"into":[21],"neurological":[22],"and":[23,74,128,135,157,174],"neurodevelopmental":[24,187],"disorders.":[25],"Functional":[26],"Magnetic":[27],"Resonance":[28],"Imaging":[29],"(fMRI)":[30],"facilitated":[32],"this":[33,139],"research":[34],"by":[35,103,160],"capturing":[36],"regionally":[37],"specific":[38],"brain":[39,67],"activity.":[40],"Resting":[41],"state":[42],"fMRI":[43,184],"used":[45],"to":[46,90,166],"extract":[47],"functional":[49,60,82,150],"connectivity":[50,61,83,151],"networks,":[51,62],"are":[53,99],"edge-weighted":[54],"complete":[55,59,97,149],"graphs.":[56],"In":[57,88,138],"these":[58,96],"each":[63,75],"node":[64],"represents":[65,78],"one":[66],"region":[68],"or":[69],"Region":[70],"Interest":[72],"(ROI),":[73],"edge":[76],"weight":[77],"strength":[80],"adjacent":[86],"ROIs.":[87],"order":[89],"leverage":[91],"existing":[92],"graph":[93],"mining":[94],"methodologies,":[95],"graphs":[98],"often":[100],"made":[101],"sparse":[102],"applying":[104],"thresholds":[105],"on":[106,182],"weights.":[107],"This":[108],"approach":[109,197],"can":[110],"result":[111],"in":[112,153,198],"loss":[113],"discriminative":[115,126,172],"information":[116],"while":[117],"addressing":[118],"issue":[120],"biomarkers":[122,159,201],"detection,":[123],"i.e.":[124],"finding":[125,199],"ROIs":[127,173],"connections,":[129,175],"given":[130],"data":[132],"healthy":[134],"disabled":[136],"population.":[137],"work,":[140],"we":[141,176],"demonstrate":[142],"a":[143,154,183],"novel":[144],"framework":[145],"for":[146],"representing":[147],"networks":[152],"threshold-free":[155],"manner":[156],"identifying":[158],"using":[161],"feature":[162],"selection":[163],"algorithms.":[164],"Additionally,":[165],"compute":[167],"meaningful":[168],"representations":[169],"apply":[177],"tensor":[178],"decomposition":[179],"techniques.":[180],"Experiments":[181],"dataset":[185],"reading":[188],"disabilities":[189],"show":[190],"highly":[192],"interpretable":[193],"nature":[194],"our":[196],"diseases.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
