Yesenia Gonzalez

Intelligent inverse treatment planning via deep reinforcement learning, a proof-of-principle study in high dose-rate brachytherapy for cervical cancer

Chenyang Shen, Yesenia Gonzalez, Peter Klages et al. · Physics in Medicine and Biology · 2019 · 119 citations · Full text

Medicine, Computer Science, Radiation Oncology +17

Intelligent Parameter Tuning in Optimization-Based Iterative CT Reconstruction via Deep Reinforcement Learning

Chenyang Shen, Yesenia Gonzalez, Liyuan Chen et al. · IEEE Transactions on Medical Imaging · 2018 · 106 citations · Full text

Computing, Computer Science, Radiology +17

Operating a treatment planning system using a deep‐reinforcement learning‐based virtual treatment planner for prostate cancer intensity‐modulated radiation therapy treatment planning

Chenyang Shen, Dan Nguyen, Liyuan Chen et al. · Medical Physics · 2020 · 99 citations · Full text

Medicine, Oncology, Radiation Oncology +17

SPARE: Sparse‐view reconstruction challenge for 4D cone‐beam CT from a 1‐min scan

Chun‐Chien Shieh, Yesenia Gonzalez, Bin Li et al. · Medical Physics · 2019 · 87 citations · Full text

Engineering, Biomedical Engineering, Radiology +17

A deep learning-based framework for segmenting invisible clinical target volumes with estimated uncertainties for post-operative prostate cancer radiotherapy

Anjali Balagopal, Dan Nguyen, Howard E. Morgan et al. · Medical Image Analysis · 2021 · 61 citations

Computing, Computer Science, Radiation Oncology +16