Gavin Weiguang Ding

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

Multiscale deep neural network based analysis of FDG-PET images for the early diagnosis of Alzheimer’s disease

Donghuan Lu, Karteek Popuri, Gavin Weiguang Ding et al. · Medical Image Analysis · 2018 · 199 citations

Early Diagnosis, Neurodegenerative Diseases, Neuroimaging Biomarkers +14

Deep-learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural network

Donghuan Lu, Morgan Heisler, Sieun Lee et al. · Medical Image Analysis · 2019 · 156 citations

Convolutional Neural Network, Image Analysis, Engineering +9

advertorch v0.1: An Adversarial Robustness Toolbox based on PyTorch

Gavin Weiguang Ding, Luyu Wang, Xiaomeng Jin · arXiv (Cornell University) · 2019 · 143 citations · Full text

Artificial Intelligence, Machine Vision, Machine Learning +14

MMA Training: Direct Input Space Margin Maximization through Adversarial Training

Gavin Weiguang Ding, Yash Sharma, Kry Yik Chau Lui et al. · arXiv (Cornell University) · 2018 · 95 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +9