Simplifying Medical Ultrasound

Chapter 1 Rapid Lung Ultrasound COVID-19 Severity Scoring with Resource-Efficient Deep Feature Extraction

Chapter 2 Spatio-Temporal Model for EUS Video Detection of Pancreatic Anatomy Structures

Chapter 3 RL Based Unsupervised Video Summarization Framework for Ultrasound Imaging

Chapter 4 Prediction of Kidney Transplant Function with Machine Learning from Computational Ultrasound Features

Chapter 5 Differential Learning from Sparse and Noisy Labels for Robust Detection of Clinical Landmarks in Echo Cine Series

Chapter 6 End-to-End Myocardial Infarction Classification from Echocardiographic Scans

Chapter 7 View Classification of Color Doppler Echocardiography via Automatic Alignment Between Doppler and B-Mode Imaging

Chapter 8 AI-Enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography

Chapter 9 Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D Echo Views

Chapter 10 Left Ventricle Contouring of Apical Three-Chamber Views on 2D Echocardiography

Chapter 11 Adnexal Mass Segmentation with Ultrasound Data Synthesis

Chapter 12 Self-Knowledge Distillation for First Trimester Ultrasound Saliency Prediction

Chapter 13 A Universal End-to-End Description of Pulse-Echo Ultrasound Image Reconstruction

Chapter 14 Learning Generalized Non-rigid Multimodal Biomedical Image Registration from Generic Point Set Data

Chapter 15 Contact Force Prediction for a Robotic Transesophageal Ultrasound Probe via Operating Torque Sensing

Chapter 16 Meta-registration: Learning Test-Time Optimization for Single-Pair Image Registration

Chapter 17 Automatic Quality Assessment of First Trimester Crown-Rump-Length Ultrasound Images

Chapter 18 Towards Multi-modal Self-supervised Video and Ultrasound Pose Estimation for Laparoscopic Liver Surgery