Dimitris Stripelis

Secure neuroimaging analysis using federated learning with homomorphic encryption

Dimitris Stripelis, Hamza Saleem, Tanmay Ghai et al. · 2021 · 62 citations

Computing, Computer Science, Cybersecurity +17

Applying Multivariate Segmentation Methods to Human Activity Recognition From Wearable Sensors’ Data

Kenan Li, Rima Habre, Huiyu Deng et al. · JMIR mhealth and uhealth · 2018 · 40 citations · Full text

Computing, Health Informatics, Machine Learning +14

Semi-Synchronous Federated Learning for Energy-Efficient Training and Accelerated Convergence in Cross-Silo Settings

Dimitris Stripelis, Paul M. Thompson, José Luis Ambite · ACM Transactions on Intelligent Systems and Technology · 2022 · 40 citations · Full text

Computing, Computer Science, Data Mining +16

Digital Privacy in Healthcare: State-of-the-Art and Future Vision

Shalaka S. Mahadik, Pranav M. Pawar, Raja Muthalagu et al. · IEEE Access · 2024 · 38 citations · Full text

Health Professions, Biomedical Informatics, Health Informatics +14

A federated learning architecture for secure and private neuroimaging analysis

Dimitris Stripelis, Umang Gupta, Hamza Saleem et al. · Patterns · 2024 · 22 citations · Full text

Computing, Computer Science, Cybersecurity +17