3 papers
stat.ME2026
Adaptive stopping and forecasting of screening, rescreening and randomization in multicentre clinical trials
Volodymyr Anisimov, Thomas Henderson
In randomised clinical trials, patients typically undergo some screening stages before randomisation. These stages complicate design as patients may be randomised after admissions…
cs.LG2026
Explainable Uncertainty Estimation for Reliable Medical AI
Li Rong Wang, Jamie Duell, Xinran Xu +6
Artificial intelligence has strong potential to support clinical decision-making, yet its adoption in healthcare remains limited due to a lack of trust. Uncertainty estimation can…
cs.LG2025
Towards Trustworthy Vital Sign Forecasting: Leveraging Uncertainty for Prediction Intervals
Li Rong Wang, Thomas C. Henderson, Yew Soon Ong +2
Vital signs, such as heart rate and blood pressure, are critical indicators of patient health and are widely used in clinical monitoring and decision-making. While deep learning mo…