Simplifying Medical Ultrasound

Classification and Detection.- Rapid Lung Ultrasound COVID-19 Severity Scoring with Resource-Efficient Deep Feature Extraction.- Spatio-temporal model for EUS video detection of Pancreatic Anatomy Structures.- RL based Unsupervised Video Summarization framework for Ultrasound Imaging.- Prediction of Kidney Transplant Function with Machine Learning from Computational Ultrasound Features.- Differential Learning from Sparse and Noisy Labels for Robust Detection of Clinical Landmarks in Echo Cine Series.- End-to-End Myocardial Infarction Classification from Echocardiographic Scans.- View Classification of Color Doppler Echocardiography via Automatic Alignment between Doppler and B-mode Imaging.- Segmentation and Reconstruction.- AI-enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography.- 3D Cardiac Anatomy Reconstruction from 2D Segmentations: a Study using Synthetic Data.- Left Ventricle Contouring of Apical Three-Chamber Views on 2D Echocardiography.- Adnexal Mass Segmentation with Ultrasound Data Synthesis.- Self-Knowledge Distillation for First Trimester Ultrasound Saliency Prediction.- A Universal End-to-End Universal Description of Pulse-Echo Ultrasound Image Reconstruction.- Assessment, Guidance and Robotics.- Learning Generalized Non-Rigid Multimodal Biomedical Image Registration from Generic Point Set Data.- Contact force Prediction for a Robotic Transesophageal Ultrasound Probe via Operating Torque Sensing.- Meta-Registration: Learning Test-Time Optimization for Single-Pair Image Registration.- Automatic Quality Assessment of First Trimester Crown-Rump-Length Ultrasound Images.- Towards Multi-Modal Self-Supervised Video and Ultrasound Pose Estimation for Laparoscopic Liver Surgery