Ultrasound thermometry using deep learning

Chen, Changfan, et al. “Ultrasound thermometry using an ultrasound element and deep learning for HIFU.” 2019 IEEE International Ultrasonics Symposium (IUS). IEEE, 2019. Kim, Younsu, et al. “Low-cost ultrasound thermometry for HIFU therapy using CNN.” 2018 IEEE International Ultrasonics Symposium (IUS). IEEE, 2018. Kim, Younsu, et al. “CUST: CNN for Ultrasound Thermal Image Reconstruction Using Sparse Time-of-Flight…

Standard Plane Extraction from 3D Ultrasound with DQN agent

Automatically extract clinically valuable cross-section image of a free-hand 3D US volume within a deep reinforcement learning framework.