PhD in Reliable Forecasts of Multiple Sclerosis Progression Using Conformal Prediction University of Southampton in United Kingdom

PhD opportunity at the University of Southampton in Unifying distributional and distribution-free uncertainty quantification for trustworthy medical decisions . This project sits at the intersection of machine learning , uncertainty quantification , statistics , and medical science . The research aims to combine distributional approaches (such as hierarchical models) with distribution-free approaches (such as conformal prediction) to better understand and control uncertainty in high-stakes clini...

PhD opportunity at the University of Cambridge in the Department of Clinical Neurosciences on Mitochondrial Genetic Determinants of Multiple Sclerosis . This project investigates how mitochondrial genetic variants influence the outcome of multiple sclerosis (MS) . The research builds on prior genome-wide association studies (GWAS) that have identified more than 200 autosomal variants associated with MS, while extending the analysis to the mitochondrial genome. Using a dedicated mitochondrial var...

PhD opportunity at the University of Southampton in artificial intelligence, machine learning, computer vision, and medical image analysis . The project, Artificial intelligence techniques for illness detection by using MRI , focuses on developing AI methods to detect hypoxic-ischaemic encephalopathy (HIE) in newborn babies by analysing MRI / Susceptibility Weighted Images (SWIs) . The aim is to identify brain injury earlier than the current clinical practice and to help clinicians target early ...

PhD opportunity in the Life Science and Process Systems Engineering Lab at the Department of Chemical Engineering, Imperial College London. The project is titled Machine learning-accelerated simulated clinical trials and focuses on developing machine learning and probabilistic methods for uncertainty quantification of Quantitative Systems Pharmacology models. The goal is to make virtual clinical trials fast and reliable enough to support real drug development decisions, including dosing and tria...

Mihaela van der Schaar is opening applications for another year of fully funded PhD positions in Machine Learning in her group, with a 2027 start . The opportunity is aimed at outstanding students who want to build AI that changes the world for the better. The post is from the van der Schaar Lab at the University of Cambridge , led by Mihaela van der Schaar , whose research spans machine learning , artificial intelligence , and medicine . This makes the opening especially relevant for applicants...