{"id":"https://openalex.org/W4405489573","doi":"https://doi.org/10.1109/embc53108.2024.10781681","title":"Deep Normative Tractometry for Identifying Joint White Matter Macro- and Micro-structural Abnormalities in Alzheimer\u2019s Disease","display_name":"Deep Normative Tractometry for Identifying Joint White Matter Macro- and Micro-structural Abnormalities in Alzheimer\u2019s Disease","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4405489573","doi":"https://doi.org/10.1109/embc53108.2024.10781681","pmid":"https://pubmed.ncbi.nlm.nih.gov/40039444"},"language":"en","primary_location":{"id":"doi:10.1109/embc53108.2024.10781681","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10781681","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-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/A5056780680","display_name":"Yixue Feng","orcid":"https://orcid.org/0000-0003-1015-4209"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yixue Feng","raw_affiliation_strings":["University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024772201","display_name":"Bramsh Q. Chandio","orcid":"https://orcid.org/0000-0002-8949-4937"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bramsh Q. Chandio","raw_affiliation_strings":["University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070275145","display_name":"Julio E. Villal\u00f3n\u2010Reina","orcid":"https://orcid.org/0009-0005-9039-4924"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Julio E. Villalon-Reina","raw_affiliation_strings":["University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058809330","display_name":"Sebastian Benavidez","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sebastian Benavidez","raw_affiliation_strings":["University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074576951","display_name":"Tamoghna Chattopadhyay","orcid":"https://orcid.org/0000-0002-3146-6845"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tamoghna Chattopadhyay","raw_affiliation_strings":["University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093907263","display_name":"Sasha Chehrzadeh","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sasha Chehrzadeh","raw_affiliation_strings":["University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055654698","display_name":"Emily Laltoo","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emily Laltoo","raw_affiliation_strings":["University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017365268","display_name":"Sophia I. Thomopoulos","orcid":"https://orcid.org/0000-0002-0046-4070"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sophia I. Thomopoulos","raw_affiliation_strings":["University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015551986","display_name":"Himanshu Joshi","orcid":"https://orcid.org/0000-0003-2624-7821"},"institutions":[{"id":"https://openalex.org/I699696","display_name":"National Institute of Mental Health and Neurosciences","ror":"https://ror.org/0405n5e57","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I699696"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Himanshu Joshi","raw_affiliation_strings":["National Institute of Mental Health and Neuro Sciences (NIMHANS),Multimodal Brain Image Analysis Laboratory, Translational Psychiatry Laboratory,Bengaluru,Karnataka,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Mental Health and Neuro Sciences (NIMHANS),Multimodal Brain Image Analysis Laboratory, Translational Psychiatry Laboratory,Bengaluru,Karnataka,India","institution_ids":["https://openalex.org/I699696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047157394","display_name":"Ganesan Venkatasubramanian","orcid":"https://orcid.org/0000-0002-0949-898X"},"institutions":[{"id":"https://openalex.org/I699696","display_name":"National Institute of Mental Health and Neurosciences","ror":"https://ror.org/0405n5e57","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I699696"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ganesan Venkatasubramanian","raw_affiliation_strings":["National Institute of Mental Health and Neuro Sciences (NIMHANS),Multimodal Brain Image Analysis Laboratory, Translational Psychiatry Laboratory,Bengaluru,Karnataka,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Mental Health and Neuro Sciences (NIMHANS),Multimodal Brain Image Analysis Laboratory, Translational Psychiatry Laboratory,Bengaluru,Karnataka,India","institution_ids":["https://openalex.org/I699696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065718043","display_name":"John P. John","orcid":"https://orcid.org/0000-0001-6756-0297"},"institutions":[{"id":"https://openalex.org/I699696","display_name":"National Institute of Mental Health and Neurosciences","ror":"https://ror.org/0405n5e57","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I699696"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"John P. John","raw_affiliation_strings":["National Institute of Mental Health and Neuro Sciences (NIMHANS),Multimodal Brain Image Analysis Laboratory, Translational Psychiatry Laboratory,Bengaluru,Karnataka,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Mental Health and Neuro Sciences (NIMHANS),Multimodal Brain Image Analysis Laboratory, Translational Psychiatry Laboratory,Bengaluru,Karnataka,India","institution_ids":["https://openalex.org/I699696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019781190","display_name":"Neda Jahanshad","orcid":"https://orcid.org/0000-0003-4401-8950"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Neda Jahanshad","raw_affiliation_strings":["University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100606557","display_name":"Paul M. Thompson","orcid":"https://orcid.org/0000-0002-4720-8867"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul M. Thompson","raw_affiliation_strings":["University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine,Marina del Rey,CA,United States","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6777,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73776797,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"2024","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":1.0,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9872999787330627,"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":0.9825000166893005,"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/normative","display_name":"Normative","score":0.7337909936904907},{"id":"https://openalex.org/keywords/macro","display_name":"Macro","score":0.6258893013000488},{"id":"https://openalex.org/keywords/white-matter","display_name":"White matter","score":0.6180062294006348},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5813567042350769},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.49753478169441223},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4144970178604126},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3669126629829407},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3269178867340088},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.31036466360092163},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.26898980140686035},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.15444272756576538},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.14576169848442078},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1280299723148346},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.1100182831287384},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.0942872166633606}],"concepts":[{"id":"https://openalex.org/C44725695","wikidata":"https://www.wikidata.org/wiki/Q288156","display_name":"Normative","level":2,"score":0.7337909936904907},{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.6258893013000488},{"id":"https://openalex.org/C2781192897","wikidata":"https://www.wikidata.org/wiki/Q822050","display_name":"White matter","level":3,"score":0.6180062294006348},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5813567042350769},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.49753478169441223},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4144970178604126},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3669126629829407},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3269178867340088},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.31036466360092163},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.26898980140686035},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.15444272756576538},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.14576169848442078},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1280299723148346},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.1100182831287384},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0942872166633606},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016880","descriptor_name":"Anisotropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016880","descriptor_name":"Anisotropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056324","descriptor_name":"Diffusion Tensor Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D056324","descriptor_name":"Diffusion Tensor Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D056324","descriptor_name":"Diffusion Tensor Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D056324","descriptor_name":"Diffusion Tensor Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D066127","descriptor_name":"White Matter","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D066127","descriptor_name":"White Matter","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D066127","descriptor_name":"White Matter","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D066127","descriptor_name":"White Matter","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D066127","descriptor_name":"White Matter","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D066127","descriptor_name":"White Matter","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D066127","descriptor_name":"White Matter","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D066127","descriptor_name":"White Matter","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc53108.2024.10781681","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10781681","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:40039444","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40039444","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1823166105","https://openalex.org/W1969637629","https://openalex.org/W1984453610","https://openalex.org/W2001611992","https://openalex.org/W2009036027","https://openalex.org/W2020519533","https://openalex.org/W2027903877","https://openalex.org/W2032254014","https://openalex.org/W2062791478","https://openalex.org/W2069494733","https://openalex.org/W2103536416","https://openalex.org/W2110065044","https://openalex.org/W2116823839","https://openalex.org/W2122328291","https://openalex.org/W2127309075","https://openalex.org/W2137679584","https://openalex.org/W2154210040","https://openalex.org/W2198859253","https://openalex.org/W2206024306","https://openalex.org/W2345496677","https://openalex.org/W2531409750","https://openalex.org/W2560584411","https://openalex.org/W2593695793","https://openalex.org/W2735700022","https://openalex.org/W2766639217","https://openalex.org/W2803837136","https://openalex.org/W2898850833","https://openalex.org/W2942611003","https://openalex.org/W2951488689","https://openalex.org/W2962681100","https://openalex.org/W2966232329","https://openalex.org/W2970898057","https://openalex.org/W3082265123","https://openalex.org/W3092593892","https://openalex.org/W3130188009","https://openalex.org/W3143397989","https://openalex.org/W3158161776","https://openalex.org/W3186348017","https://openalex.org/W4200197455","https://openalex.org/W4200585223","https://openalex.org/W4205639396","https://openalex.org/W4281288063","https://openalex.org/W4310060332","https://openalex.org/W4312087719","https://openalex.org/W4323309574","https://openalex.org/W4324019056","https://openalex.org/W4327810680","https://openalex.org/W4389078794","https://openalex.org/W4389542205","https://openalex.org/W4389542600","https://openalex.org/W4390489229","https://openalex.org/W6807909403","https://openalex.org/W6850896589"],"related_works":["https://openalex.org/W2030816003","https://openalex.org/W4239992647","https://openalex.org/W2150013480","https://openalex.org/W1554458299","https://openalex.org/W81423522","https://openalex.org/W1509860481","https://openalex.org/W2488264085","https://openalex.org/W2076325756","https://openalex.org/W1989297139","https://openalex.org/W2342143608"],"abstract_inverted_index":{"This":[0],"study":[1],"introduces":[2],"the":[3,11,21,40,102],"Deep":[4],"Normative":[5],"Tractometry":[6],"(DNT)":[7],"framework,":[8],"that":[9],"encodes":[10],"joint":[12],"distribution":[13,42],"of":[14,20,43,135],"both":[15],"macrostructural":[16],"and":[17,46,51,94,126,133],"microstructural":[18],"profiles":[19],"brain":[22],"white":[23,136],"matter":[24,137],"tracts":[25,89],"through":[26],"a":[27,55],"variational":[28],"autoencoder":[29],"(VAE).":[30],"By":[31,108],"training":[32],"on":[33,69],"data":[34,70],"from":[35,71,101,123],"healthy":[36],"controls,":[37],"DNT":[38,113],"learns":[39],"normative":[41],"tract":[44,110,124],"data,":[45],"can":[47],"delineate":[48],"along-tract":[49],"micro-":[50],"macro-structural":[52],"abnormalities.":[53],"Leveraging":[54],"large":[56],"sample":[57],"size":[58],"via":[59],"generative":[60],"pre-training,":[61],"we":[62],"assess":[63],"DNT's":[64,81],"generalizability":[65],"using":[66],"transfer":[67],"learning":[68],"an":[72],"independent":[73],"cohort":[74],"acquired":[75],"in":[76,90,121,129,139],"India.":[77],"Our":[78],"findings":[79],"demonstrate":[80],"capacity":[82],"to":[83,117],"detect":[84],"widespread":[85],"diffusivity":[86],"abnormalities":[87,120],"along":[88],"mild":[91],"cognitive":[92],"impairment":[93],"Alzheimer's":[95],"disease,":[96],"aligning":[97],"closely":[98],"with":[99],"results":[100],"Bundle":[103],"Analytics":[104],"(BUAN)":[105],"tractometry":[106],"pipeline.":[107],"incorporating":[109],"geometry":[111],"information,":[112],"may":[114],"be":[115],"able":[116],"distinguish":[118],"disease-related":[119],"anisotropy":[122],"macrostructure,":[125],"shows":[127],"promise":[128],"enhancing":[130],"fine-scale":[131],"mapping":[132],"detection":[134],"alterations":[138],"neurodegenerative":[140],"conditions.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-12T07:33:03.550515","created_date":"2025-10-10T00:00:00"}
