Deep learning brain connectivity augmentation for differentiating Alzheimer's disease from mild cognitive impairment using limited data

被引：0
|
作者：
Ozgur, Oben [1 ]
Rekik, Arwa [2 ]
Rekik, Islem [3 ]
机构：
[1] Istanbul Tech Univ, Fac Comp & Informat, Comp & Informat, Istanbul, Turkiye
[2] Sahloul Hosp Sousse Tunisia, Neurol, Sousse, Tunisia
[3] Imperial Coll London, BASIRA Lab, Imperial X Translat & Innovat Hub Comp, Artificial Intelligence, London, England
来源：
JOURNAL OF THE NEUROLOGICAL SCIENCES | 2023年 / 455卷
关键词：
D O I：
10.1016/j.jns.2023.121443
中图分类号：
R74 [神经病学与精神病学];
学科分类号：
摘要：
121443
引用
收藏
页数：1
相关论文
共 50 条
  • [1] Data-Limited Deep Learning Methods for Mild Cognitive Impairment Classification in Alzheimer's Disease Patients
    De Luna, Ashley
    Marcia, Roummel F.
    [J]. 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC), 2021, : 2641 - 2646
  • [2] Classification of Mild Cognitive Impairment and Alzheimer's Disease from Magnetic Resonance Images using Deep Learning
    Raju, Manu
    Sudila, T., V
    Gopi, Varun P.
    Anitha, V. S.
    [J]. 2020 5TH IEEE INTERNATIONAL CONFERENCE ON RECENT TRENDS ON ELECTRONICS, INFORMATION, COMMUNICATION & TECHNOLOGY (RTEICT-2020), 2020, : 52 - 57
  • [3] Differentiating Alzheimer's disease from mild cognitive impairment: a quick screening tool based on machine learning
    Lu, Wenqi
    Zhang, Meiwei
    Yu, Weihua
    Kuang, Weihong
    Chen, Lihua
    Zhang, Wenbo
    Yu, Juan
    Lu, Yang
    [J]. BMJ OPEN, 2023, 13 (12):
  • [4] Impaired Parahippocampus Connectivity in Mild Cognitive Impairment and Alzheimer's Disease
    Liu, Jieqiong
    Zhang, Xinqing
    Yu, Chunshui
    Duan, Yunyun
    Zhuo, Junjie
    Cui, Yue
    Liu, Bing
    Li, Kuncheng
    Jiang, Tianzi
    Liu, Yong
    [J]. JOURNAL OF ALZHEIMERS DISEASE, 2016, 49 (04) : 1051 - 1064
  • [5] From Mild Cognitive Impairment to Alzheimer's Disease: A New Perspective in the "Land" of Human Brain Reactivity and Connectivity
    Rossini, Paolo Maria
    Di Iorio, Riccardo
    Granata, Giuseppe
    Miraglia, Francesca
    Vecchio, Fabrizio
    [J]. JOURNAL OF ALZHEIMERS DISEASE, 2016, 53 (04) : 1389 - 1393
  • [6] Deep Learning and Risk Score Classification of Mild Cognitive Impairment and Alzheimer's Disease
    Nagaraj, Sanjay
    Duong, Tim Q.
    [J]. JOURNAL OF ALZHEIMERS DISEASE, 2021, 80 (03) : 1079 - 1090
  • [7] Differentiating Alzheimer's Disease from Dementia with Lewy Bodies Using a Deep Learning Technique Based on Structural Brain Connectivity
    Wada, Akihiko
    Tsuruta, Kohei
    Irie, Ryusuke
    Kamagata, Koji
    Maekawa, Tomoko
    Fujita, Shohei
    Koshino, Saori
    Kumamaru, Kanako
    Suzuki, Michimasa
    Nakanishi, Atsushi
    Hori, Masaaki
    Aoki, Shigeki
    [J]. MAGNETIC RESONANCE IN MEDICAL SCIENCES, 2019, 18 (03) : 219 - 224
  • [8] Brain imaging of mild cognitive impairment and Alzheimer's disease
    Yin, Changhao
    Li, Siou
    Zhao, Weina
    Feng, Jiachun
    [J]. NEURAL REGENERATION RESEARCH, 2013, 8 (05) : 435 - 444
  • [9] Brain imaging of mild cognitive impairment and Alzheimer's disease
    Changhao Yin
    Siou Li
    Weina Zhao
    Jiachun Feng
    [J]. Neural Regeneration Research, 2013, 8 (05) : 435 - 444
  • [10] A Pilot Study on Brain Plasticity of Functional Connectivity Modulated by Cognitive Training in Mild Alzheimer's Disease and Mild Cognitive Impairment
    Barban, Francesco
    Mancini, Matteo
    Cercignani, Mara
    Adriano, Fulvia
    Perri, Roberta
    Annicchiarico, Roberta
    Carlesimo, Giovanni Augusto
    Ricci, Claudia
    Lombardi, Maria Giovanna
    Teodonno, Valeria
    Serra, Laura
    Giulietti, Giovanni
    Fadda, Lucia
    Federici, Alessia
    Caltagirone, Carlo
    Bozzali, Marco
    [J]. BRAIN SCIENCES, 2017, 7 (05)
12345