A Deep Variational Approach to Clustering Survival Data. - Laura Manduchi; Ricards Marcinkevics; Michela Carlotta Massi; Verena Gotta; Timothy Müller; Flavio Vasella; Marian C. Neidert; Marc Pfister; Julia E. Vogt (CoRR, 2021)

OptiDose: Computing the Individualized Optimal Drug Dosing Regimen Using Optimal Control. - Freya Bachmann; Gilbert Koch; Marc Pfister; Gabor Szinnai; Johannes Schropp (J. Optim. Theory Appl., 2021)

A Deep Variational Approach to Clustering Survival Data. - Laura Manduchi; Ricards Marcinkevics; Michela Carlotta Massi; Thomas J. Weikert; Alexander Sauter; Verena Gotta; Timothy Müller; Flavio Vasella; Marian C. Neidert; Marc Pfister; Bram Stieltjes; Julia E. Vogt (ICLR, 2022)

New model of glucose-insulin regulation characterizes effects of physical activity and facilitates personalized treatment evaluation in children and adults with type 1 diabetes. - Julia Deichmann; Sara Bachmann; Marie-Anne Burckhardt; Marc Pfister; Gabor Szinnai; Hans-Michael Kaltenbach (PLoS Comput. Biol., 2023)

Transfer Learning for Pediatric Glucose Forecasting. - Alain Ryser; Chuhao Feng; Tobias Scheithauer; Marc Pfister; Marie-Anne Burckhardt; Sara Bachmann; Alexander Marx 001; Julia E. Vogt (ML4H@NeurIPS, 2024)

Assessing accuracy of BiliPredics algorithm in predicting individual bilirubin progression in neonates - results from a prospective multi-center study. - Britta Steffens; Gilbert Koch; Corinna Engel; Axel R. Franz; Marc Pfister; Sven Wellmann (Frontiers Digit. Health, 2025)

Beyond Glucose-Only Assessment: Advancing Nocturnal Hypoglycemia Prediction in Children with Type 1 Diabetes. - Marco Voegeli; Sonia Laguna; Heike Leutheuser; Marc Pfister; Marie-Anne Burckhardt; Julia E. Vogt (CoRR, 2025)