Abstract: Phase retrieval (PR) is a crucial problem in many imaging applications. This study focuses on holographic phase retrieval in situations where the measurements are degraded by a combination ...

Aims This study aims to investigate whether denoising diffusion probabilistic models (DDPMs) could generate realistic retinal images, and if they could be used to improve the performance of a deep ...

1 D3PMs - Discrete Denoising Diffusion Probabilistic Models NeurIPS'21 Proposing how to build a denoising diffusion model in discrete state space 2 τLDR - Tau-Leaping Denoising Reversal NeurIPS'22 ...

Enhanced sampling techniques are essential for exploring biomolecular conformational dynamics that occur on time scales inaccessible to conventional molecular dynamics (MD) simulations. This study ...

Myocardial perfusion MRI is important for diagnosing coronary artery disease, but current clinical methods face challenges in balancing spatial resolution, temporal resolution, and slice coverage.

Implementing pre-treatment patient-specific quality assurance (prePSQA) for cancer patients is a necessary but time-consuming task, imposing a significant workload on medical physicists. Currently, ...