Risk score learning for COVID-19 contact tracing apps. - Kevin Murphy 002; Abhishek Kumar; Stylianos Serghiou (MLHC, 2021)

Privacy-first health research with federated learning. - Adam Sadilek; Luyang Liu; Dung Nguyen 002; Methun Kamruzzaman; Stylianos Serghiou; Benjamin Rader; Alex Ingerman; Stefan Mellem; Peter Kairouz; Elaine O. Nsoesie; Jamie Macfarlane; Anil Vullikanti; et al. (npj Digit. Medicine, 2021)

Deep Learning for Epidemiologists: An Introduction to Neural Networks. - Stylianos Serghiou; Kathryn Rough (CoRR, 2022)