Postdoc in Machine-Learning-Based Reconstruction of Dental Cone-Beam CT CNRS in France

This doctoral project, Joint Denoising and Material Decomposition in Photon Counting Computed Tomography , sits at the interface of mathematics, image reconstruction, and clinical radiology. The PhD is part of the IGNIDTE programme and is hosted by the University of Innsbruck in collaboration with the Medical University of Innsbruck . The project focuses on spectrally resolved CT using photon-counting detectors, an imaging technology with wide clinical relevance. The research aims to combine mat...

PhD opening at Eindhoven University of Technology (TU/e) in the Department of Biomedical Engineering / Medical Image Analysis group. The project is titled Physics-informed generative AI for dynamic cardiac MRI and is part of PRIMA-CMR, a EuroTech Universities Alliance collaboration between TU/e and the Technical University of Munich (TUM). The research aims to make cardiac MRI safer and more accessible by reducing reliance on gadolinium-based contrast agents while preserving diagnostic quality. ...

PhD opportunity in AI and medical ultrasound at Inria Côte d’Azur in Sophia Antipolis, France. The project, SynthUS , focuses on deep learning for medical imaging , combining generative AI with physics-based models to build robust ultrasound foundation models . The research topics include image generation , domain randomisation , differentiable ultrasound simulation , and foundation models for ultrasound segmentation . The post highlights the challenge of variability in ultrasound imaging and ai...

Imperial College London is advertising a fully funded PhD studentship in BioMedIA / Team MIRA within Imperial College Computing, as part of the UKRI AI for Healthcare Centres (AI4Health) and co-funded by GSK . The project focuses on counterfactual image generation in healthcare , with an emphasis on developing concept-driven generative models that work without explicit causal annotations. The research will explore how to leverage large language models and vision models to build concept dictionar...

PhD opportunity in AI and medical ultrasound focused on SynthUS, a project developing robust ultrasound foundation models through differentiable domain randomisation. The research addresses the substantial variability of real-world medical ultrasound images, which presents a major challenge for AI-based analysis. The project will combine physics-based image simulation, generative AI, and differentiable learning to create models that generalise across imaging domains. The PhD researcher will inve...