Meirui Jiang

Federated learning enables big data for rare cancer boundary detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards et al. · Nature Communications · 2022 · 340 citations · Full text

Computing, Computer Science, Oncology +13

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

Computing, Computer Science, Autonomous Vehicles +13

Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study

Qi Dou, Tiffany Y. So, Meirui Jiang et al. · npj Digital Medicine · 2021 · 272 citations · Full text

Computing, Computer Science, Radiology +16

HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images

Meirui Jiang, Zi-Rui Wang, Qi Dou · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 148 citations · Full text

Computing, Health Informatics, Biomedical Imaging +14

Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark

Martin Wagner, Beat P. Müller‐Stich, Anna Kisilenko et al. · Medical Image Analysis · 2023 · 98 citations · Full text

Computing, Computer Science, Surgery +16