Peter Watkinson

Full Professor, University of Oxford

Joined

May 2023

Names

Peter Watkinson (Preferred)

Emails

****@ndcn.ox.ac.uk (Confirmed)

Personal Links

Career & Education History

Full Professor

University of Oxford (ox.ac.uk)

2016 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Multimodal Survival Analysis with Locally Deployable Large Language Models
Moritz Gögl, Peter Watkinson, Christopher Yau
- NeurIPS 2025 2nd Workshop FM4LS Poster
- Readers: Everyone
Multi-Modal Interpretable Graph for Competing Risk Prediction with Electronic Health Records
Munib Mesinovic, Peter Watkinson, Tingting Zhu
- TGL @ KDD 2025
- Readers: Everyone
DoseSurv: Predicting Personalized Survival Outcomes under Continuous-Valued Treatments
Moritz Gögl, Yu Liu, Christopher Yau, Peter Watkinson, Tingting Zhu
- NeurIPS 2025 poster
- Readers: Everyone
Position: Reinforcement Learning in Dynamic Treatment Regimes Needs Critical Reexamination
Zhiyao Luo, Yangchen Pan, Peter Watkinson, Tingting Zhu
- ICML 2024 Spotlight
- Readers: Everyone
DySurv: Dynamic Deep Learning Model for Survival Prediction in the ICU
Munib Mesinovic, Peter Watkinson, Tingting Zhu
- DGM4H NeurIPS 2023 Poster
- Readers: Everyone
Towards Dynamic EHR Phenotyping: A Generative Clustering Model
Henrique Aguiar, Mauro Santos, Peter Watkinson, Tingting Zhu
- Submitted to ICLR 2024
- Readers: Everyone

Co-Authors