Nature

A deep convolutional neural network-based novel class balancing for imbalance data segmentation

Retinal fundus images provide valuable insights into the human eye’s interior structure and crucial features, such as blood vessels, optic disk, macula, and fovea. However, accurate segmentation of ...
Nature

Enhanced glioma semantic segmentation using U-net and pre-trained backbone U-net architectures

Glioma tumors represent a formidable challenge in oncology, characterized by their aggressive nature and diverse clinical manifestations. These kinds of tumors originate from glial cells, which ...