Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Varshan V, Yoga Sri"'
Brain tumors in magnetic resonance imaging (MR) are difficult, time-consuming, and prone to human error. These challenges can be resolved by developing automatic brain tumor segmentation methods from MR images. Various deep-learning models based on t
Externí odkaz:
http://arxiv.org/abs/2408.12013
Optic disc and cup segmentation helps in the diagnosis of glaucoma, myocardial infarction, and diabetic retinopathy. Most deep learning methods developed to perform segmentation tasks are built on top of a U-Net-based model architecture. Nevertheless
Externí odkaz:
http://arxiv.org/abs/2408.05052
This paper presents dilated Residual Network (ResNet) models for disease classification from retinal fundus images. Dilated convolution filters are used to replace normal convolution filters in the higher layers of the ResNet model (dilated ResNet) i
Externí odkaz:
http://arxiv.org/abs/2407.05440