Radiology DP-SSLoRA: A privacy-preserving medical classification model combining differential privacy with self-supervised low-rank adaptation. July 4, 2024
Bioinformatics | Data Privacy PPPCT: Privacy-Preserving framework for Parallel Clustering Transcriptomics data. March 23, 2024
Gesture recognition | Multimedia technology Wi-AM: Enabling Cross-Domain Gesture Recognition with Commodity Wi-Fi. March 13, 2024
Computer Vision | Medical Imaging | Robotic Surgery | Surgical Robotics Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery. February 21, 2024
Other PPML-Omics: A privacy-preserving federated machine learning method protects patients’ privacy in omic data. January 31, 2024
Medical Imaging | Radiology PRIMIS: Privacy-preserving medical image sharing via deep sparsifying transform learning with obfuscation. January 8, 2024
Radiology Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI. December 23, 2023
Ophthalmology | Pathology Privacy-preserving continual learning methods for medical image classification: a comparative analysis. August 30, 2023
Artificial Intelligence | Cardiology | Privacy Introduction and Comparison of Novel Decentral Learning Schemes with Multiple Data Pools for Privacy-Preserving ECG Classification. August 28, 2023
Ophthalmology Privacy-Preserving Federated Learning with Domain Adaptation for Multi-Disease Ocular Disease Recognition. August 17, 2023
Radiology ResNetFed: Federated Deep Learning Architecture for Privacy-Preserving Pneumonia Detection from COVID-19 Chest Radiographs. June 26, 2023