Publications

A collection of my research.

Adaptable Cardiovascular Disease Risk Prediction from Heterogeneous Data using Large Language Models

Frederike Lübeck, Jonas Wildberger, Frederik Träuble, Maximilian Mordig, Sergios Gatidis, Andreas Krause, Bernhard Schölkopf

Preprint, 2025

📄 Paper 💻 Code

From Structured Data to Clinical Notes: Robust Clinical Decision Support with Fine-Tuned LLMs

Frederike Lübeck, Jonas Wildberger, Frederik Träuble, Maximilian Mordig, Sergios Gatidis, Andreas Krause, Bernhard Schölkopf

ICML Workshop on Foundation Models for Structured Data, 2025

📄 Paper 💻 Code

Neural Unbalanced Optimal Transport via Cycle-Consistent Semi-Couplings

Frederike Lübeck, Charlotte Bunne, Gabriele Gut, Jacobo Sarabia del Castillo, Lucas Pelkmans, David Alvarez-Melis

NeurIPS Workshop Learning Meaningful Representations of Life, 2022 • Spotlight

📄 Paper 💻 Code