Peter Watkinson
- DySurv: dynamic deep learning model for survival analysis with conditional variational inference
2023/10/28 by Munib Mesinovic, Peter Watkinson, Mesinovic, Munib +3 · 5 citations
Computer Science · Mathematics · Social Sciences · #FOS: Computer and information sciences #Insurance, Mortality, Demography, Risk Management #Machine Learning (cs.LG) #Machine Learning in Healthcare #Statistical Methods and Inference
- Reinforcement Learning in Dynamic Treatment Regimes Needs Critical Reexamination
2024/05/28 by Zhiyao Luo, Yangchen Pan, Luo, Zhiyao +5 · 3 citations
Mathematics · #Advanced Causal Inference Techniques
- Treatment strategies for new onset atrial fibrillation in patients treated on an intensive care unit: a systematic scoping review
2021/07/21 by Laura Drikite, Jonathan Bedford, Liam J. O’Bryan +9 · 1 voice · 1 citation
Medicine · #Atrial Fibrillation Management and Outcomes #Cardiac electrophysiology and arrhythmias #Sepsis Diagnosis and Treatment
- Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities
2023/08/16 by Munib Mesinovic, Mesinovic, Munib, Peter Watkinson +3 · 1 citation
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Risk of Myocarditis After Sequential Doses of COVID-19 Vaccine and SARS-CoV-2 Infection by Age and Sex
2022/08/22 by Martina Patone, Xue W. Mei, Lahiru Handunnetthi +11 · 1 voice · 1 citation
Medicine · Agricultural and Biological Sciences · #SARS-CoV-2 and COVID-19 Research #Viral Infections and Immunology Research #Animal Virus Infections Studies
- Changes in health‐related quality of life after discharge from an intensive care unit: a systematic review
2018/10/06 by A. Gerth, A. M. J. Gerth, Robert Alan Hatch +5 · 25 citations
Medicine · Health Professions · #Intensive Care Unit Cognitive Disorders #Family and Patient Care in Intensive Care Units #Cardiac, Anesthesia and Surgical Outcomes