{"id":"https://openalex.org/W4401750358","doi":"https://doi.org/10.1109/isbi56570.2024.10635831","title":"Voxelwise Intensity Projection for the Spatial Representation of Resting State Functional MRI Networks and Multimodal Deep Learning","display_name":"Voxelwise Intensity Projection for the Spatial Representation of Resting State Functional MRI Networks and Multimodal Deep Learning","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401750358","doi":"https://doi.org/10.1109/isbi56570.2024.10635831"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635831","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi56570.2024.10635831","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","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/A5093479606","display_name":"Vaibhavi S. Itkyal","orcid":"https://orcid.org/0000-0003-1949-9844"},"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/I2802612298","display_name":"The Wallace H. Coulter Department of Biomedical Engineering","ror":"https://ror.org/02j15s898","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I2802612298"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vaibhavi S. Itkyal","raw_affiliation_strings":["Georgia Institute of Technology and Emory University,Wallace H. Coulter Department of Biomedical Engineering,GA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology and Emory University,Wallace H. Coulter Department of Biomedical Engineering,GA","institution_ids":["https://openalex.org/I2802612298","https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010748227","display_name":"Anees Abrol","orcid":"https://orcid.org/0000-0001-9223-5314"},"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/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]},{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anees Abrol","raw_affiliation_strings":["Tri-Institutional Center for Translational Research in Neuroimaging and Data Science: Georgia State University, Georgia Institute of Technology, Emory University,GA"],"affiliations":[{"raw_affiliation_string":"Tri-Institutional Center for Translational Research in Neuroimaging and Data Science: Georgia State University, Georgia Institute of Technology, Emory University,GA","institution_ids":["https://openalex.org/I4210133909","https://openalex.org/I130701444","https://openalex.org/I181565077","https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053738095","display_name":"Theodore J. LaGrow","orcid":"https://orcid.org/0000-0002-2680-7385"},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Theodore J. LaGrow","raw_affiliation_strings":["Georgia Institute of Technology,Department of Electrical and Computer Engineering,GA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology,Department of Electrical and Computer Engineering,GA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032850756","display_name":"Vince D. Calhoun","orcid":"https://orcid.org/0000-0001-9058-0747"},"institutions":[{"id":"https://openalex.org/I2802612298","display_name":"The Wallace H. Coulter Department of Biomedical Engineering","ror":"https://ror.org/02j15s898","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I2802612298"]},{"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vince D. Calhoun","raw_affiliation_strings":["Georgia Institute of Technology and Emory University,Wallace H. Coulter Department of Biomedical Engineering,GA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology and Emory University,Wallace H. Coulter Department of Biomedical Engineering,GA","institution_ids":["https://openalex.org/I2802612298","https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5093479606"],"corresponding_institution_ids":["https://openalex.org/I130701444","https://openalex.org/I2802612298"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13949713,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9988999962806702,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.662057101726532},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.6316413283348083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6195254325866699},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6006763577461243},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4597793221473694},{"id":"https://openalex.org/keywords/resting-state-fmri","display_name":"Resting state fMRI","score":0.42004820704460144},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37528446316719055},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20761588215827942},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.19056978821754456},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08475849032402039}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.662057101726532},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.6316413283348083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6195254325866699},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6006763577461243},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4597793221473694},{"id":"https://openalex.org/C66324658","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Resting state fMRI","level":2,"score":0.42004820704460144},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37528446316719055},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20761588215827942},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.19056978821754456},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08475849032402039},{"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635831","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi56570.2024.10635831","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1971733588","https://openalex.org/W2003539800","https://openalex.org/W2007044705","https://openalex.org/W2038899746","https://openalex.org/W2078524519","https://openalex.org/W2103440561","https://openalex.org/W2166367991","https://openalex.org/W2252433728","https://openalex.org/W2560584411","https://openalex.org/W2618530766","https://openalex.org/W2910899402","https://openalex.org/W2989237197","https://openalex.org/W3048396787","https://openalex.org/W3121045849","https://openalex.org/W4241381761"],"related_works":["https://openalex.org/W4230045434","https://openalex.org/W4383566813","https://openalex.org/W2373853579","https://openalex.org/W4375867731","https://openalex.org/W2355039870","https://openalex.org/W2406918878","https://openalex.org/W3200742558","https://openalex.org/W1983030278","https://openalex.org/W2347609703","https://openalex.org/W4247174394"],"abstract_inverted_index":{"Alzheimer's":[0],"disease":[1],"(AD)":[2],"necessitates":[3],"accurate":[4],"early":[5],"diagnosis":[6],"for":[7,34,70],"effective":[8],"treatment.":[9],"Our":[10],"study":[11],"explores":[12],"the":[13,94,134],"untapped":[14],"potential":[15],"of":[16,58],"spatial":[17,68,85],"information":[18],"extraction":[19],"from":[20],"resting-state":[21],"functional":[22],"magnetic":[23],"resonance":[24],"imaging":[25],"(rs-fMRI)":[26],"and":[27,62,86,108,139],"its":[28],"integration":[29],"with":[30,104,142],"structural":[31],"MRI":[32],"(sMRI)":[33],"investigating":[35],"AD-related":[36],"brain":[37],"alterations.":[38],"Utilizing":[39],"fMRI":[40],"networks":[41],"(independent":[42],"component":[43],"analysis":[44],"followed":[45],"by":[46,79],"voxelwise":[47],"intensity":[48],"projections":[49],"i.e.,":[50],"iVIP)":[51],"outperforms":[52],"traditional":[53],"metrics,":[54],"such":[55],"as":[56],"amplitude":[57],"low-frequency":[59],"fluctuations":[60],"(ALFF)":[61],"fractional":[63],"ALFF,":[64],"in":[65,89,125,133],"capturing":[66],"critical":[67],"maps":[69],"AD":[71],"classification.":[72],"A":[73],"multi-channel":[74],"convolutional":[75],"neural":[76],"network":[77],"inspired":[78],"AlexNet":[80],"dropout":[81],"architecture":[82],"effectively":[83],"models":[84],"temporal":[87],"dependencies":[88],"integrated":[90],"data.":[91],"Experiments":[92],"on":[93],"Alzheimer\u2019s":[95],"Disease":[96],"Neuroimaging":[97],"Initiative":[98],"dataset":[99],"demonstrate":[100],"superior":[101],"classification":[102],"performance":[103],"93.31%":[105],"test":[106],"accuracy":[107],"a":[109],"97.79":[110],"AUC":[111],"score,":[112],"surpassing":[113],"existing":[114],"methods.":[115],"Fusion":[116],"results":[117],"generally":[118],"outperform":[119],"unimodal":[120],"results,":[121],"revealing":[122],"significant":[123],"differences":[124],"neurobiologically":[126],"relevant":[127],"regions.":[128],"Saliency":[129],"visualizations":[130],"highlight":[131],"distinctions":[132],"hippocampus,":[135],"amygdala,":[136],"caudate":[137],"nucleus,":[138],"thalamus,":[140],"aligning":[141],"previous":[143],"literature.":[144]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}