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Alzheimer's disease detection using convolutional neural networks and transfer learning based methods
2020 17th International Multi-Conference on Systems, Signals & Devices (SSD)
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10.1109/ssd49366.2020.9364155
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2020
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Author(s):
Marwa Zaabi
◽
Nadia Smaoui
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Houda Derbel
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Walid Hariri
Keyword(s):
Alzheimer’S Disease
◽
Neural Networks
◽
Alzheimer's Disease
◽
Transfer Learning
◽
Convolutional Neural Networks
◽
Disease Detection
Download Full-text
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Alzheimer’s Disease Detection and Classification using Transfer Learning Technique and Ensemble on Convolutional Neural Networks
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Alzheimer's disease detection using depthwise separable convolutional neural networks
Computer Methods and Programs in Biomedicine
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10.1016/j.cmpb.2021.106032
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Junxiu Liu
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Convolutional neural networks for Alzheimer’s disease detection on MRI images
Journal of Medical Imaging
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10.1117/1.jmi.8.2.024503
◽
2021
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Vol 8
(02)
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Author(s):
Amir Ebrahimi
◽
Suhuai Luo
◽
for the Alzheimer’s Disease Neuroimaging Initiative
Keyword(s):
Alzheimer’S Disease
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Neural Networks
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Alzheimer's Disease
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Transfer learning‐trained convolutional neural networks identify novel MRI biomarkers of Alzheimer's disease progression
Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring
◽
10.1002/dad2.12140
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2021
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Vol 13
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Author(s):
Yi Li
◽
Annat Haber
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Christoph Preuss
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Cai John
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Alzheimer’S Disease
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Neural Networks
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Alzheimer's Disease
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Disease Progression
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Transfer Learning
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Convolutional Neural Networks
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Hippocampus segmentation on epilepsy and Alzheimer's disease studies with multiple convolutional neural networks
Heliyon
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10.1016/j.heliyon.2021.e06226
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2021
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Vol 7
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pp. e06226
Author(s):
Diedre Carmo
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Bruna Silva
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Clarissa Yasuda
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Letícia Rittner
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Alzheimer’S Disease
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Alzheimer's Disease
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Convolutional Neural Networks
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Deep Transfer Learning for Alzheimer's disease detection
2020 25th International Conference on Pattern Recognition (ICPR)
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10.1109/icpr48806.2021.9412603
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2021
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Author(s):
Nicole Dalia Cilia
◽
Claudio De Stefano
◽
Claudio Marrocco
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Francesco Fontanella
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Mario Molinara
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Alzheimer’S Disease
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Alzheimer's Disease
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Grape Leaf Multi-disease Detection with Confidence Value Using Transfer Learning Integrated to Regions with Convolutional Neural Networks
2020 IEEE REGION 10 CONFERENCE (TENCON)
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10.1109/tencon50793.2020.9293866
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2020
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Author(s):
Sandy Lauguico
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Ronnie Concepcion
◽
Rogelio Ruzcko Tobias
◽
Argel Bandala
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Ryan Rhay Vicerra
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...
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Transfer Learning
◽
Convolutional Neural Networks
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Disease Detection
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Grape Leaf
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Early Identification of Alzheimer’s Disease Using an Ensemble of 3D Convolutional Neural Networks and Magnetic Resonance Imaging
Advances in Brain Inspired Cognitive Systems - Lecture Notes in Computer Science
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10.1007/978-3-030-00563-4_29
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2018
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pp. 303-311
Author(s):
Yuanyuan Chen
◽
Haozhe Jia
◽
Zhaowei Huang
◽
Yong Xia
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◽
Alzheimer’S Disease
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Neural Networks
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Alzheimer's Disease
◽
Magnetic Resonance
◽
Convolutional Neural Networks
◽
Early Identification
◽
Resonance Imaging
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From online handwriting to synthetic images for Alzheimer's disease detection using a deep transfer learning approach
IEEE Journal of Biomedical and Health Informatics
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10.1109/jbhi.2021.3101982
◽
2021
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pp. 1-1
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Nicole Dalia Cilia
◽
Tiziana D'Alessandro
◽
Claudio De Stefano
◽
Francesco Fontanella
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Alzheimer's Disease
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Transfer Learning
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Disease Detection
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Learning Approach
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Synthetic Images
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Alzheimer’s disease diagnosis from diffusion tensor images using convolutional neural networks
PLoS ONE
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10.1371/journal.pone.0230409
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2020
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Vol 15
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pp. e0230409
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Cited By ~ 2
Author(s):
Eman N. Marzban
◽
Ayman M. Eldeib
◽
Inas A. Yassine
◽
Yasser M. Kadah
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Keyword(s):
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Neural Networks
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Alzheimer's Disease
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Convolutional Neural Networks
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Diffusion Tensor
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Disease Diagnosis
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Diffusion Tensor Images
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