As one of the most commonly performed spinal interventions in routine clinical practice, lumbar punctures are usually done with only hand palpation and trial-and-error. Failures can prolong procedure time and introduce complications such as cerebrospinal fluid leaks and headaches. Therefore, in this work, we present a complete lumbar puncture guidance system with the integration of…
Tag: 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…
Automatically extract clinically valuable cross-section image of a free-hand 3D US volume within a deep reinforcement learning framework.