2 citations · 3 across the 3 of their papers we have counts for
3 papers
eess.IV2024★ 2 cited
Segmenting Medical Images: From UNet to Res-UNet and nnUNet
Lina Huang, Alina Miron, Kate Hone +1
This study provides a comparative analysis of deep learning models including UNet, Res-UNet, Attention Res-UNet, and nnUNet, and evaluates their performance in brain tumour, polyp,…
eess.IV2023
Retinal Image Segmentation with Small Datasets
Nchongmaje Ndipenoch, Alina Miron, Zidong Wang +1
Many eye diseases like Diabetic Macular Edema (DME), Age-related Macular Degeneration (AMD), and Glaucoma manifest in the retina, can cause irreversible blindness or severely impai…
eess.IV2023★ 1 cited
nnUNet RASPP for Retinal OCT Fluid Detection, Segmentation and Generalisation over Variations of Data Sources
Nchongmaje Ndipenoch, Alina Miron, Zidong Wang +1
Retinal Optical Coherence Tomography (OCT), a noninvasive cross-sectional scan of the eye with qualitative 3D visualization of the retinal anatomy is use to study the retinal struc…