Neural Unbalanced Optimal Transport via Cycle-Consistent Semi-Couplings. - Frederike Lübeck; Charlotte Bunne; Gabriele Gut; Jacobo Sarabia del Castillo; Lucas Pelkmans; David Alvarez-Melis (CoRR, 2022)

Learning Personalized Treatment Decisions in Precision Medicine: Disentangling Treatment Assignment Bias in Counterfactual Outcome Prediction and Biomarker Identification. - Michael Vollenweider; Manuel Schürch; Chiara Rohrer; Gabriele Gut; Michael Krauthammer; Andreas Wicki (ML4H@NeurIPS, 2024)

Towards AI-Based Precision Oncology: A Machine Learning Framework for Personalized Counterfactual Treatment Suggestions based on Multi-Omics Data. - Manuel Schürch; Laura Boos; Viola Heinzelmann-Schwarz; Gabriele Gut; Michael Krauthammer; Andreas Wicki; Tumor Profiler Consortium (CoRR, 2024)

AI-powered virtual tissues from spatial proteomics for clinical diagnostics and biomedical discovery. - Johann Wenckstern; Eeshaan Jain; Kiril Vasilev; Matteo Pariset; Andreas Wicki; Gabriele Gut; Charlotte Bunne (CoRR, 2025)