2 papers
cs.CV2026
PatchDenoiser: Parameter-efficient multi-scale patch learning and fusion denoiser for Low-dose CT imaging
Jitindra Fartiyal, Pedro Freire, Sergei K. Turitsyn +1
Low-dose CT images are essential for reducing radiation exposure in cancer screening, pediatric imaging, and longitudinal monitoring protocols, but their quality is often degraded…
eess.IV2025
Dual Path Learning -- learning from noise and context for medical image denoising
Jitindra Fartiyal, Pedro Freire, Yasmeen Whayeb +3
Medical imaging plays a critical role in modern healthcare, enabling clinicians to accurately diagnose diseases and develop effective treatment plans. However, noise, often introdu…