Ultrasound (US)
Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks?[paper]
Stacked Deep Polynomial Network Based Representation Learning for Tumor Classification with Small Ultrasound Image Dataset?[paper]
Real-time Detection and Localisation of Fetal Standard Scan Planes in 2D Freehand Ultrasound 2016?[paper]
Real-time Standard Scan Plane Detection and Localisation in Fetal Ultrasound Using Fully Convolutional Neural Networks 2016?[paper]
Describing Ultrasound Video Content Using Deep Convolutional Neural Networks 2016?[paper]
Convolutional Neural Networks for Medical Image Analysis Full Training or Fine Tuning?[paepr]
Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks?[paper]
Simulating Patho-realistic Ultrasound Images using Deep Generative Networks with Adversarial Learning?[paper]
Anatomically Constrained Neural Networks (ACNN) Application to Cardiac Image Enhancement and Segmentation?[paper]
Hough-CNN Deep learning for segmentation of deep brain regions in MRI and ultrasound CVIU 2017?[paper]
Cascaded Fully Convolutional Networks for Automatic Prenatal Ultrasound Image Segmentation 2017?[paper]
Ultrasound Standard Plane Detection Using a Composite Neural Network Framework 2017?[paper]
CNN-based Estimation of Abdominal Circumference from Ultrasound Images 2017?[paper]
Automatic Fetal Head Circumference Measurement in Ultrasound Using Random Forest and Fast Ellipse Fitting?[paper]
Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks?[paper]
Cascaded Transforming Multi-task Networks For Abdominal Biometric Estimation from Ultrasound?[paepr]
Adversarial Image Registration with Application for MR and TRUS Image Fusion 2018?[paper]
Fully Automatic Myocardial Segmentation of Contrast Echocardiography Sequence Using Random Forests Guided by Shape Model 2018?[paper]
High Frame-rate Cardiac Ultrasound Imaging with Deep Learning MICCAI 2018?[paper]
High Quality Ultrasonic Multi-line Transmission through Deep Learning MICCAI 2018?[paper]
Deep Adversarial Context-Aware Landmark Detection for Ultrasound Imaging 2018?[paper]
Weakly Supervised Localisation for Fetal Ultrasound Images DLMIAW 2018?[paper]
Standard Plane Detection in 3D Fetal Ultrasound Using an Iterative Transformation Network 2018?[paper]
Less is More Simultaneous View Classification and Landmark Detection for Abdominal Ultrasound Images 2018?[paper]
Attention-Gated Networks for Improving Ultrasound Scan Plane Detection 2018?[paper]
A Radiomics Approach With CNN for Shear-Wave Elastography Breast Tumor Classification TBME 2018?[paper]
