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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)
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10.1109/cbms52027.2021.00097
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2021
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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
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Automated atrophy assessment for Alzheimer's disease diagnosis from brain MRI images
Magnetic Resonance Imaging
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10.1016/j.mri.2019.06.019
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Vol 62
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pp. 167-173
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Author(s):
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Alzheimer's disease diagnosis based on feature extraction using optimised crow search algorithm and deep learning
International Journal of Computer Applications in Technology
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10.1504/ijcat.2021.10040401
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2021
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Vol 65
(4)
◽
pp. 325
Author(s):
Anupam Kumar
◽
Sonal Bansal
◽
Aditya Rustagi
Keyword(s):
Alzheimer’S Disease
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Alzheimer's Disease
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Feature Extraction
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Search Algorithm
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Disease Diagnosis
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Alzheimer’S Disease Diagnosis
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Computer aided Alzheimer's disease diagnosis by an unsupervised deep learning technology
Neurocomputing
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10.1016/j.neucom.2018.11.111
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2020
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Vol 392
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pp. 296-304
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Cited By ~ 3
Author(s):
Xiuli Bi
◽
Shutong Li
◽
Bin Xiao
◽
Yu Li
◽
Guoyin Wang
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...
Keyword(s):
Alzheimer’S Disease
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Alzheimer's Disease
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Deep Learning
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Disease Diagnosis
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Learning Technology
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Computer Aided
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Unsupervised Deep Learning
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Alzheimer’S Disease Diagnosis
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GAN-Based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer’s Disease Diagnosis
Computational Intelligence Methods for Bioinformatics and Biostatistics - Lecture Notes in Computer Science
◽
10.1007/978-3-030-63061-4_5
◽
2020
◽
pp. 44-54
Author(s):
Changhee Han
◽
Leonardo Rundo
◽
Kohei Murao
◽
Zoltán Ádám Milacski
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Kazuki Umemoto
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...
Keyword(s):
Alzheimer’S Disease
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Alzheimer's Disease
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Brain Mri
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Disease Diagnosis
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Alzheimer’S Disease Diagnosis
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Adjacent Brain
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Deep learning based pipelines for Alzheimer's disease diagnosis: A comparative study and a novel deep-ensemble method
Computers in Biology and Medicine
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10.1016/j.compbiomed.2021.105032
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2021
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pp. 105032
Author(s):
Andrea Loddo
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Sara Buttau
◽
Cecilia Di Ruberto
Keyword(s):
Alzheimer’S Disease
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Alzheimer's Disease
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Deep Learning
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Comparative Study
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Disease Diagnosis
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Ensemble Method
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Alzheimer’S Disease Diagnosis
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Deep Learning Framework for Alzheimer’s Disease Diagnosis via 3D-CNN and FSBi-LSTM
IEEE Access
◽
10.1109/access.2019.2913847
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2019
◽
Vol 7
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pp. 63605-63618
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Author(s):
Chiyu Feng
◽
Ahmed Elazab
◽
Peng Yang
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Tianfu Wang
◽
Feng Zhou
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...
Keyword(s):
Alzheimer’S Disease
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Alzheimer's Disease
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Deep Learning
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Disease Diagnosis
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Learning Framework
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3D Cnn
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Alzheimer’S Disease Diagnosis
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Anatomical-Landmark-Based Deep Learning for Alzheimer’s Disease Diagnosis with Structural Magnetic Resonance Imaging
Intelligent Systems Reference Library - Deep Learning in Healthcare
◽
10.1007/978-3-030-32606-7_8
◽
2019
◽
pp. 127-147
◽
Cited By ~ 1
Author(s):
Mingxia Liu
◽
Chunfeng Lian
◽
Dinggang Shen
Keyword(s):
Magnetic Resonance Imaging
◽
Alzheimer’S Disease
◽
Alzheimer's Disease
◽
Deep Learning
◽
Magnetic Resonance
◽
Disease Diagnosis
◽
Anatomical Landmark
◽
Resonance Imaging
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Structural Magnetic Resonance Imaging
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Alzheimer’S Disease Diagnosis
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Early Alzheimer’s disease diagnosis based on EEG spectral images using deep learning
Neural Networks
◽
10.1016/j.neunet.2019.02.005
◽
2019
◽
Vol 114
◽
pp. 119-135
◽
Cited By ~ 16
Author(s):
Xiaojun Bi
◽
Haibo Wang
Keyword(s):
Alzheimer’S Disease
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Alzheimer's Disease
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Deep Learning
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Disease Diagnosis
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Early Alzheimer’S Disease
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Alzheimer’S Disease Diagnosis
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Automatic assessment of Alzheimer’s disease diagnosis based on deep learning techniques
Computers in Biology and Medicine
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10.1016/j.compbiomed.2020.103764
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2020
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pp. 103764
Author(s):
Alejandro Puente-Castro
◽
Enrique Fernandez-Blanco
◽
Alejandro Pazos
◽
Cristian R. Munteanu
Keyword(s):
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Alzheimer's Disease
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Deep Learning
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Disease Diagnosis
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Automatic Assessment
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Learning Techniques
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Alzheimer’S Disease Diagnosis
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An Efficient Deep Learning Model for Predicting Alzheimer's Disease Diagnosis by Using Pet
2020 17th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)
◽
10.1109/iccwamtip51612.2020.9317428
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2020
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Author(s):
Peng Yifan
◽
Ding Bowen
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Alzheimer's Disease
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Deep Learning
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Disease Diagnosis
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Alzheimer’S Disease Diagnosis
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Deep Learning Model
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