Amarjeet Kumar

6 papers 41 citations h-index 2 2016–2025

CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-Attention

Advancements in medical imaging and endovascular grafting have facilitated minimally invasive treatments for aortic diseases. Accurate 3D segmentation of the aorta and its branches is crucial for...

26 citations 2024-01

A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice Attention

Deep learning has become the de facto method for medical image segmentation, with 3D segmentation models excelling in capturing complex 3D structures and 2D models offering high computational...

2024-04