50 citations · 92 across the 40 of their papers we have counts for
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Attention W-Net: Improved Skip Connections for better Representations
Shikhar Mohan, Saumik Bhattacharya, Sayantari Ghosh
Segmentation of macro and microvascular structures in fundoscopic retinal images plays a crucial role in the detection of multiple retinal and systemic diseases, yet it is a diffic…
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction
Bhavya Vasudeva, Puneesh Deora, Saumik Bhattacharya +1
Compressive sensing (CS) is widely used to reduce the acquisition time of magnetic resonance imaging (MRI). Although state-of-the-art deep learning based methods have been able to…
Structure Preserving Compressive Sensing MRI Reconstruction using Generative Adversarial Networks
Puneesh Deora, Bhavya Vasudeva, Saumik Bhattacharya +1
Compressive sensing magnetic resonance imaging (CS-MRI) accelerates the acquisition of MR images by breaking the Nyquist sampling limit. In this work, a novel generative adversaria…