2 citations · 4 across the 6 of their papers we have counts for
4 papers · 1 filter
A Dynamically Weighted Loss Function for Unsupervised Image Segmentation
Boujemaa Guermazi, Riadh Ksantini, Naimul Khan
Image segmentation is the foundation of several computer vision tasks, where pixel-wise knowledge is a prerequisite for achieving the desired target. Deep learning has shown promis…
Structure Preserving Cycle-GAN for Unsupervised Medical Image Domain Adaptation
Paolo Iacono, Naimul Khan
The presence of domain shift in medical imaging is a common issue, which can greatly impact the performance of segmentation models when dealing with unseen image domains. Adversari…
Lightweight and Interpretable Left Ventricular Ejection Fraction Estimation using Mobile U-Net
Meghan Muldoon, Naimul Khan
Accurate LVEF measurement is important in clinical practice as it identifies patients who may be in need of life-prolonging treatments. This paper presents a deep learning based fr…
Classification of Lung Pathologies in Neonates using Dual Tree Complex Wavelet Transform
Sagarjit Aujla, Adel Mohamed, Ryan Tan +4
Annually 8500 neonatal deaths are reported in the US due to respiratory failure. Recently, Lung Ultrasound (LUS), due to its radiation free nature, portability, and being cheaper i…