Xiaoxiao Li

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

FedBN: Federated Learning on Non-IID Features via Local Batch Normalization

Xiaoxiao Li, Meirui Jiang, Xiaofei Zhang et al. · arXiv (Cornell University) · 2021 · 291 citations · Full text

Artificial Intelligence, Local Batch Normalization, Machine Vision +15

FedNI: Federated Graph Learning With Network Inpainting for Population-Based Disease Prediction

Liang Peng, Nan Wang, Nicha C. Dvornek et al. · IEEE Transactions on Medical Imaging · 2022 · 106 citations · Full text

Geometric Learning, Engineering, Machine Learning +17

Graph Neural Network for Interpreting Task-fMRI Biomarkers

Xiaoxiao Li, Nicha C. Dvornek, Yuan Zhou et al. · Lecture notes in computer science · 2019 · 91 citations · Full text

Neuroimaging Biomarkers, Graph Neural Network, Computational Neuroscience +7