Mary L. Hynes

Predicting Alzheimer’s disease progression using multi-modal deep learning approach

Garam Lee, Kwangsik Nho, Byungkon Kang et al. · Scientific Reports · 2019 · 402 citations · Full text

Medicine, Neurology, Neuroscience +17

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 · 380 citations · Full text

Medicine, Neurology, Neuroscience +17

Bayesian model reveals latent atrophy factors with dissociable cognitive trajectories in Alzheimer’s disease

Xiuming Zhang, Elizabeth C. Mormino, Nanbo Sun et al. · Proceedings of the National Academy of Sciences · 2016 · 190 citations · Full text

Medicine, Neurology, Neuroscience +17

Alzheimer disease brain atrophy subtypes are associated with cognition and rate of decline

Shannon L. Risacher, Wesley H. Anderson, Arnaud Charil et al. · Neurology · 2017 · 170 citations · Full text

Medicine, Neurology, Neuroscience +17

Challenges and Opportunities with Causal Discovery Algorithms: Application to Alzheimer’s Pathophysiology

Xinpeng Shen, Sisi Ma, Prashanthi Vemuri et al. · Scientific Reports · 2020 · 135 citations · Full text

Public Health, Neurology, Causal Inference +14