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.