Deep multiview learning to identify imaging-driven subtypes in mild cognitive impairment

被引：0
|
作者：
Yixue Feng
Mansu Kim
Xiaohui Yao
Kefei Liu
Qi Long
Li Shen
机构：
[1] University of South California,Imaging Genetics Center, Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine
[2] University of Pennsylvania,Perelman School of Medicine
来源：
BMC Bioinformatics | / 23卷
关键词：
Deep learning; Multiview learning; Multimodal imaging; Image-driven subtypes;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Deep multiview learning to identify imaging-driven subtypes in mild cognitive impairment
    Feng, Yixue
    Kim, Mansu
    Yao, Xiaohui
    Liu, Kefei
    Long, Qi
    Shen, Li
    [J]. BMC BIOINFORMATICS, 2022, 23 (SUPPL 3)
  • [2] Deep Learning Approach for Classification of Mild Cognitive Impairment Subtypes
    Senanayake, Upul
    Sowmya, Arcot
    Dawes, Laughlin
    Kochan, Nicole A.
    Wen, Wei
    Sachdev, Perminder
    [J]. ICPRAM: PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION APPLICATIONS AND METHODS, 2017, : 655 - 662
  • [3] Amyloid Imaging in Mild Cognitive Impairment Subtypes
    Wolk, David A.
    Price, Julie C.
    Saxton, Judy A.
    Snitz, Beth E.
    James, Jeffrey A.
    Lopez, Oscar L.
    Aizenstein, Howard J.
    Cohen, Ann D.
    Weissfeld, Lisa A.
    Mathis, Chester A.
    Klunk, William E.
    DeKoskym, Steven T.
    [J]. ANNALS OF NEUROLOGY, 2009, 65 (05) : 557 - 568
  • [4] Cognitive subtypes of mild cognitive impairment
    Petersen, R
    Roberts, R
    Boeve, B
    Geda, Y
    Negash, S
    Ivnik, R
    Rocca, W
    Knopman, D
    [J]. NEUROLOGY, 2006, 66 (05) : A60 - A60
  • [5] Deep Multiview Learning to Identify Population Structure with Multimodal Imaging
    Feng, Yixue
    Kim, Mansu
    Yao, Xiaohui
    Liu, Kefei
    Long, Qi
    Shen, Li
    [J]. 2020 IEEE 20TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOENGINEERING (BIBE 2020), 2020, : 308 - 314
  • [6] Visuoconstructional Impairment in Subtypes of Mild Cognitive Impairment
    Ahmed, Samrah
    Brennan, Laura
    Eppig, Joel
    Price, Catherine C.
    Lamar, Melissa
    Delano-Wood, Lisa
    Bangen, Katherine J.
    Edmonds, Emily C.
    Clark, Lindsey
    Nation, Daniel A.
    Jak, Amy
    Au, Rhoda
    Swenson, Rodney
    Bondi, Mark W.
    Libon, David J.
    [J]. APPLIED NEUROPSYCHOLOGY-ADULT, 2016, 23 (01) : 43 - 52
  • [7] Ethnicity and subtypes of Mild Cognitive Impairment
    Luis, C
    Barker, W
    Crum, T
    Acevedo, A
    Loewenstein, D
    Duara, R
    [J]. NEUROLOGY, 2004, 62 (07) : A129 - A129
  • [8] Hypertension and mild cognitive impairment subtypes
    Panza, Francesco
    Capurso, Cristiano
    D'Introno, Alessia
    Colacicco, Anna M.
    Santamato, Andrea
    Capurso, Antonio
    Solfrizzi, Vincenzo
    [J]. ARCHIVES OF NEUROLOGY, 2008, 65 (07) : 992 - 993
  • [9] Mild Cognitive Impairment: Diagnosis and Subtypes
    Bradfield, Nicholas, I
    [J]. CLINICAL EEG AND NEUROSCIENCE, 2023, 54 (01) : 4 - 11
  • [10] Automatic detection of mild cognitive impairment based on deep learning and radiomics of MR imaging
    Yang, Mingguang
    Meng, Shan
    Wu, Faqi
    Shi, Feng
    Xia, Yuwei
    Feng, Junbang
    Zhang, Jinrui
    Li, Chuanming
    [J]. FRONTIERS IN MEDICINE, 2024, 11
12345