Search Results for author:
Found 5 papers, 0 papers with code
Deep Kernel and Image Quality Estimators for Optimizing Robotic Ultrasound Controller using Bayesian Optimization
The two image quality estimators are proposed that use a deep convolution neural network and provide real-time feedback to the BO.
RUSOpt: Robotic UltraSound Probe Normalization with Bayesian Optimization for In-plane and Out-plane Scanning
To address this challenge, we propose a sample-efficient method to automatically adjust the orientation of the ultrasound probe normal to the point of contact on the scanning surface, thereby improving the acoustic coupling of the probe and resulting image quality.
Expert-Agnostic Ultrasound Image Quality Assessment using Deep Variational Clustering
We validated the proposed framework for quality assessment of the urinary bladder ultrasound images.
Slim U-Net: Efficient Anatomical Feature Preserving U-net Architecture for Ultrasound Image Segmentation
We investigate the applicability of U-Net based models for segmenting Urinary Bladder (UB) in male pelvic view UltraSound (US) images.
Interpretation of Black Box NLP Models: A Survey
An increasing number of machine learning models have been deployed in domains with high stakes such as finance and healthcare.
