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Predicting Alzheimer’s disease progression using multi-modal deep learning approach
Scientific Reports
◽
10.1038/s41598-018-37769-z
◽
2019
◽
Vol 9
(1)
◽
Cited By ~ 32
Author(s):
Garam Lee
◽
◽
Kwangsik Nho
◽
Byungkon Kang
◽
Kyung-Ah Sohn
◽
...
Keyword(s):
Alzheimer’S Disease
◽
Alzheimer's Disease
◽
Deep Learning
◽
Disease Progression
◽
Learning Approach
Download Full-text
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References
A Multi-Modal Deep Learning Approach to the Early Prediction of Mild Cognitive Impairment Conversion to Alzheimer’s Disease
2020 IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT)
◽
10.1109/bdcat50828.2020.00013
◽
2020
◽
Author(s):
Sijan S Rana
◽
Xinhui Ma
◽
Wei Pang
◽
Emma Wolverson
Keyword(s):
Alzheimer’S Disease
◽
Alzheimer's Disease
◽
Deep Learning
◽
Cognitive Impairment
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Mild Cognitive Impairment
◽
Learning Approach
◽
Early Prediction
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P1-313: Longitudinal Brain Structure Changes in Healthy/MCI Patients: A Deep Learning Approach for The Diagnosis and Prognosis of Alzheimer’s Disease
Alzheimer s & Dementia
◽
10.1016/j.jalz.2016.06.1063
◽
2016
◽
Vol 12
◽
pp. P543-P543
Author(s):
Peng Dai
◽
Femida Gwadry-Sridhar
◽
Michael Bauer
◽
Michael Borrie
◽
Xue Teng
◽
...
Keyword(s):
Alzheimer’S Disease
◽
Alzheimer's Disease
◽
Deep Learning
◽
Brain Structure
◽
Learning Approach
◽
Diagnosis And Prognosis
◽
Structure Changes
Download Full-text
Deep Learning Approach for Early Detection of Alzheimer’s Disease
Cognitive Computation
◽
10.1007/s12559-021-09946-2
◽
2021
◽
Author(s):
Hadeer A. Helaly
◽
Mahmoud Badawy
◽
Amira Y. Haikal
Keyword(s):
Alzheimer’S Disease
◽
Alzheimer's Disease
◽
Deep Learning
◽
Early Detection
◽
Learning Approach
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Learning Longitudinal MRI Patterns by SICE and Deep Learning: Assessing the Alzheimer’s Disease Progression
Communications in Computer and Information Science - Medical Image Understanding and Analysis
◽
10.1007/978-3-319-60964-5_36
◽
2017
◽
pp. 413-424
◽
Cited By ~ 7
Author(s):
Andrés Ortiz
◽
◽
Jorge Munilla
◽
Francisco J. Martínez-Murcia
◽
Juan M. Górriz
◽
...
Keyword(s):
Alzheimer’S Disease
◽
Alzheimer's Disease
◽
Deep Learning
◽
Disease Progression
◽
Longitudinal Mri
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Applying a deep learning approach focusing on spatiotemporal features in early diagnosis of Alzheimer's disease
Alzheimer s & Dementia
◽
10.1002/alz.058635
◽
2021
◽
Vol 17
(S12)
◽
Author(s):
Eyitomilayo Yemisi Babatope
◽
Jesus Alejandro Acosta‐Franco
◽
Mireya Saraí García‐Vázquez
◽
Alejandro Álvaro Ramírez‐Acosta
◽
APIM Laboratory Citedi‐IPN
Keyword(s):
Alzheimer’S Disease
◽
Alzheimer's Disease
◽
Deep Learning
◽
Early Diagnosis
◽
Learning Approach
◽
Spatiotemporal Features
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A parameter-efficient deep learning approach to predict conversion from mild cognitive impairment to Alzheimer's disease
NeuroImage
◽
10.1016/j.neuroimage.2019.01.031
◽
2019
◽
Vol 189
◽
pp. 276-287
◽
Cited By ~ 50
Author(s):
Simeon Spasov
◽
Luca Passamonti
◽
Andrea Duggento
◽
Pietro Liò
◽
Nicola Toschi
Keyword(s):
Alzheimer’S Disease
◽
Alzheimer's Disease
◽
Deep Learning
◽
Cognitive Impairment
◽
Mild Cognitive Impairment
◽
Learning Approach
Download Full-text
Convolutional Autoencoder based Deep Learning Approach for Alzheimer's Disease Diagnosis using Brain MRI
2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS)
◽
10.1109/cbms52027.2021.00097
◽
2021
◽
Author(s):
Ekin Yagis
◽
Alba G. Seco de Herrera
◽
Luca Citi
Keyword(s):
Alzheimer’S Disease
◽
Alzheimer's Disease
◽
Deep Learning
◽
Brain Mri
◽
Disease Diagnosis
◽
Learning Approach
◽
Convolutional Autoencoder
◽
Alzheimer’S Disease Diagnosis
Download Full-text
Sensitive biomarkers to Alzheimer's disease progression in longitudinal MRI from deep learning
Alzheimer s & Dementia
◽
10.1002/alz.047700
◽
2020
◽
Vol 16
(S5)
◽
Author(s):
Mengjin Dong
◽
Long Xie
◽
Jiancong Wang
◽
Sandhitsu R Das
◽
David A Wolk
◽
...
Keyword(s):
Alzheimer’S Disease
◽
Alzheimer's Disease
◽
Deep Learning
◽
Disease Progression
◽
Longitudinal Mri
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A Novel Deep Learning Approach with a 3D Convolutional Ladder Network for Differential Diagnosis of Idiopathic Normal Pressure Hydrocephalus and Alzheimer’s Disease
Magnetic Resonance in Medical Sciences
◽
10.2463/mrms.mp.2019-0106
◽
2020
◽
Vol 19
(4)
◽
pp. 351-358
Author(s):
Ryusuke Irie
◽
Yujiro Otsuka
◽
Akifumi Hagiwara
◽
Koji Kamagata
◽
Kouhei Kamiya
◽
...
Keyword(s):
Alzheimer’S Disease
◽
Alzheimer's Disease
◽
Differential Diagnosis
◽
Deep Learning
◽
Normal Pressure Hydrocephalus
◽
Normal Pressure
◽
Idiopathic Normal Pressure Hydrocephalus
◽
Learning Approach
◽
Ladder Network
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Multimodal multitask deep learning model for Alzheimer’s disease progression detection based on time series data
Neurocomputing
◽
10.1016/j.neucom.2020.05.087
◽
2020
◽
Vol 412
◽
pp. 197-215
◽
Cited By ~ 3
Author(s):
Shaker El-Sappagh
◽
Tamer Abuhmed
◽
S.M. Riazul Islam
◽
Kyung Sup Kwak
Keyword(s):
Alzheimer’S Disease
◽
Alzheimer's Disease
◽
Time Series
◽
Deep Learning
◽
Disease Progression
◽
Time Series Data
◽
Learning Model
◽
Series Data
◽
Deep Learning Model
Download Full-text
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