Research

Publications

Investigating the human and non-obese diabetic mouse MHC class II immunopeptidome using protein language modelling
Paper GitHub
Philip Hartout, Bojana Počuča, Celia Méndez-García, Christian Schleberger

Preprints

Endowing Protein Language Models with Structural Knowledge
Paper GitHub
Dexiong Chen, Philip Hartout, Paolo Pellizzoni, Carlos Oliver, Karsten Borgwardt

An Empirical Study on KDIGO-Defined Acute Kidney Injury Prediction in the Intensive Care Unit
Paper GitHub
Xinrui Lyu, Bowen Fan, Matthias Hüser, Philip Hartout, Thomas Gumbsch, Martin Faltys, Tobias M. Merz, Gunnar Rätsch, Karsten Borgwardt

MSc Thesis

Designing Performance Measures to Evaluate Protein Generative Models
PDF GitHub
Philip Hartout, supervised by Tim Kucera, Leslie O’Bray, and Karsten Borgwardt