Communication-Efficient Learning of Deep Networks from Decentralized Data

• Privacy-preserving multicenter differential protein abundance analysis with FedProt

  2025 Nature Computational Science article Computer Science Privacy-Preserving Technologies in Data Open access

  3

  citations
• Federated Learning Enabled Privacy-Preserving Data Access for Predicting 30-Day Mortality in Acute Myocardial Infarction

  2025 SSRN Electronic Journal preprint Computer Science Privacy-Preserving Technologies in Data Open access

  0

  citations
• FedFixer: Mitigating Heterogeneous Label Noise in Federated Learning

  2024 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Privacy-Preserving Technologies in Data Open access

  31

  citations
• Encrypted federated learning for secure decentralized collaboration in cancer image analysis

  2023 Medical Image Analysis article Computer Science Privacy-Preserving Technologies in Data Open access

  90

  citations
• Encrypted federated learning for secure decentralized collaboration in cancer image analysis

  2022 medRxiv preprint Computer Science Privacy-Preserving Technologies in Data Open access

  7

  citations
• W4283764415

  2022 Methods of Information in Medicine paratext Computer Science Privacy-Preserving Technologies in Data Open access

  0

  citations
• Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework

  2022 Clinical Nuclear Medicine article Computer Science Medical Image Segmentation Techniques Open access

  53

  citations
• Unsupervised pseudo CT generation using heterogenous multicentric CT/MR images and CycleGAN: Dosimetric assessment for 3D conformal radiotherapy

  2022 Computers in Biology and Medicine article Physics and Astronomy Advanced Radiotherapy Techniques Open access

  44

  citations
• Advanced Attacks and Protection Mechanisms in IoT Devices and Networks

  2021 other Computer Science Security and Verification in Computing

  0

  citations
• Swarm learning for decentralized artificial intelligence in cancer histopathology

  2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

  22

  citations
• The More, the Better

  2021 conference-paper Computer Science Spam and Phishing Detection Open access

  9

  citations
• Towards General Deep Leakage in Federated Learning

  2021 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access

  23

  citations
• Federated Learning for DL-CSI Prediction in FDD Massive MIMO Systems

  2021 IEEE Wireless Communications Letters article Engineering Advanced MIMO Systems Optimization Open access

  23

  citations
• Breaking medical data sharing boundaries by using synthesized radiographs

  2020 Science Advances article Medicine Artificial Intelligence in Healthcare and Education Open access

  67

  citations
• Distributed Learning for Automatic Modulation Classification in Edge Devices

  2020 IEEE Wireless Communications Letters article Computer Science Wireless Signal Modulation Classification

  84

  citations
• Building a Digital Health Twin for Personalized Intervention: The EPI Project

  2020 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access

  40

  citations

16 results