ALZENET: Deep learning-based early prediction of Alzheimer's disease through magnetic resonance imaging analysis

The Effectiveness of Data Augmentation in Image Classification using Deep Learning

Luis Perez, Jason Wang · arXiv (Cornell University) · 2017 · 2.5K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer’s Disease using structural MR and FDG-PET images

Donghuan Lu, Karteek Popuri, Gavin Weiguang Ding et al. · Scientific Reports · 2018 · 371 citations · Full text

DEMNET: A Deep Learning Model for Early Diagnosis of Alzheimer Diseases and Dementia From MR Images

Suriya Murugan, Chandran Venkatesan, M. G. Sumithra et al. · IEEE Access · 2021 · 342 citations · Full text

Convolutional Neural Network, Engineering, Autoencoders +24

A novel multi-modal machine learning based approach for automatic classification of EEG recordings in dementia

Cosimo Ieracitano, Nadia Mammone, Amir Hussain et al. · Neural Networks · 2019 · 320 citations

Neuroimaging Biomarkers, Neuropsychology, Eeg Recordings +12

World Alzheimer report 2018

Christina Patterson · 2018 · 314 citations

Neurodegenerative Diseases, Alzheimer's Disease, Dementia +5