2 papers
cs.CV2025
DNA-Prior: Unsupervised Denoise Anything via Dual-Domain Prior
Yanqi Cheng, Chun-Wun Cheng, Jim Denholm +5
Medical imaging pipelines critically rely on robust denoising to stabilise downstream tasks such as segmentation and reconstruction. However, many existing denoisers depend on larg…
eess.IV2024
Utilizing Weak-to-Strong Consistency for Semi-Supervised Glomeruli Segmentation
Irina Zhang, Jim Denholm, Azam Hamidinekoo +10
Accurate segmentation of glomerulus instances attains high clinical significance in the automated analysis of renal biopsies to aid in diagnosing and monitoring kidney disease. Ana…