A pragmatic approach to estimating average treatment effects from EHR data: the effect of prone positioning on mechanically ventilated COVID-19 patients. - Adam Izdebski; Patrick J. Thoral; Robbert C. A. Lalisang; Dean M. McHugh; Robert Entjes; Nardo J. M. van der Meer; Dave A. Dongelmans; Age D. Boelens; Sander Rigter; Stefaan H. A. Hendriks; Remko de Jong; Marlijn J. A. Kamps; et al. (CoRR, 2021)

A generative recommender system with GMM prior for cancer drug generation and sensitivity prediction. - Krzysztof Koras; Marcin Mozejko; Paulina Szymczak; Adam Izdebski; Eike Staub; Ewa Szczurek (MLCB, 2022)

Improved Quantum Boosting. - Adam Izdebski; Ronald de Wolf (ESA, 2023)

De Novo Drug Design with Joint Transformers. - Adam Izdebski; Ewelina Weglarz-Tomczak; Ewa Szczurek; Jakub M. Tomczak (CoRR, 2023)

Unified Molecule Generation and Property Prediction. - Adam Izdebski; Jan Olszewski; Pankhil Gawade; Krzysztof Koras; Serra Korkmaz; Valentin Rauscher; Jakub M. Tomczak; Ewa Szczurek (CoRR, 2025)