192 citations · 206 across the 3 of their papers we have counts for
3 papers · 1 filter
A Survey on Deep Learning for Skin Lesion Segmentation
Zahra Mirikharaji, Kumar Abhishek, Alceu Bissoto +5
Skin cancer is a major public health problem that could benefit from computer-aided diagnosis to reduce the burden of this common disease. Skin lesion segmentation from images is a…
D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation
Zahra Mirikharaji, Kumar Abhishek, Saeed Izadi +1
Medical image segmentation annotations suffer from inter- and intra-observer variations even among experts due to intrinsic differences in human annotators and ambiguous boundaries…
WhiteNNer-Blind Image Denoising via Noise Whiteness Priors
Saeed Izadi, Zahra Mirikharaji, Mengliu Zhao +1
The accuracy of medical imaging-based diagnostics is directly impacted by the quality of the collected images. A passive approach to improve image quality is one that lags behind i…