We propose a fully automatic multi-task Bayesian model, named Bayesian Sequential Network (BSN), for predicting high-grade (Gleason \(\ge\) 8) prostate cancer (PCa) prognosis using pre-prostatectomy ...

Breathlessness is a common symptom linked to various respiratory and cardiac conditions, often causing delays in diagnosis and management in primary care. This study aimed to develop an algorithm ...

Randomized controlled trials are considered the golden standard for estimating treatment effect but are costly to perform and not always possible. Observational data, although readily available, is ...

Bayesian networks, also known as Bayes nets, belief networks, or decision networks, are a powerful tool for understanding and reasoning about complex systems under uncertainty. They are essentially ...