Nicha C. Dvornek

BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis

Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek et al. · Medical Image Analysis · 2021 · 639 citations · Full text

Computational Neuroscience, Brain Mapping, Neuroimaging +6

Multi-site fMRI analysis using privacy-preserving federated learning and domain adaptation: ABIDE results

Xiaoxiao Li, Yufeng Gu, Nicha C. Dvornek et al. · Medical Image Analysis · 2020 · 423 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +26

Identifying Autism from Resting-State fMRI Using Long Short-Term Memory Networks

Nicha C. Dvornek, Pamela Ventola, Kevin A. Pelphrey et al. · Lecture notes in computer science · 2017 · 220 citations · Full text

Neuroimaging Biomarkers, Cognitive Science, Psychiatry +13

AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed\n Gradients

Juntang Zhuang, Tommy Tang, Yifan Ding et al. · arXiv (Cornell University) · 2020 · 218 citations · Full text

ShelfNet for Fast Semantic Segmentation

Juntang Zhuang, Junlin Yang, Lin Gu et al. · 2019 · 133 citations

Convolutional Neural Network, Scene Analysis, Engineering +18