Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes. - Oliver Carr; Avelino Javer; Patrick Rockenschaub; Owen Parsons; Robert Dürichen (ML4H@NeurIPS, 2021)

Compensating trajectory bias for unsupervised patient stratification using adversarial recurrent neural networks. - Avelino Javer; Owen Parsons; Oliver Carr; Janie Baxter; Christian Diedrich; Eren Elçi; Steffen Schaper; Katrin Coboeken; Robert Dürichen (CoRR, 2021)

Enabling scalable clinical interpretation of ML-based phenotypes using real world data. - Owen Parsons; Nathan E. Barlow; Janie Baxter; Karen Paraschin; Andrea Derix; Peter Hein; Robert Dürichen (CoRR, 2022)