2 papers
cs.CV2026
CardioSAM: Topology-Aware Decoder Design for High-Precision Cardiac MRI Segmentation
Ujjwal Jain
Accurate segmentation of cardiac structures in cardiovascular magnetic resonance (CMR) images is essential for reliable diagnosis and treatment of cardiovascular diseases. However,…
cs.CV2026
IMSAHLO: Integrating Multi-Scale Attention and Hybrid Loss Optimization Framework for Robust Neuronal Brain Cell Segmentation
Ujjwal Jain, Oshin Misra, Roshni Chakraborty +1
Accurate segmentation of neuronal cells in fluorescence microscopy is a fundamental task for quantitative analysis in computational neuroscience. However, it is significantly imped…