Yesenia Gonzalez
University of Iowa(US)Ponce Health Sciences University(PR)The University of Texas Southwestern Medical Center(US)The University of Texas Southwestern Medical Center(US)
Publications by Year
Research Areas
Advanced Radiotherapy Techniques, Medical Imaging Techniques and Applications, Radiomics and Machine Learning in Medical Imaging, Endometrial and Cervical Cancer Treatments, Advanced X-ray and CT Imaging
Most-Cited Works
- → Intelligent inverse treatment planning via deep reinforcement learning, a proof-of-principle study in high dose-rate brachytherapy for cervical cancer(2019)114 cited
- → Intelligent Parameter Tuning in Optimization-Based Iterative CT Reconstruction via Deep Reinforcement Learning(2018)105 cited
- → Operating a treatment planning system using a deep‐reinforcement learning‐based virtual treatment planner for prostate cancer intensity‐modulated radiation therapy treatment planning(2020)95 cited
- → SPARE: Sparse‐view reconstruction challenge for 4D cone‐beam CT from a 1‐min scan(2019)83 cited
- → A deep learning-based framework for segmenting invisible clinical target volumes with estimated uncertainties for post-operative prostate cancer radiotherapy(2021)61 cited
- → Deep-learning assisted automatic digitization of interstitial needles in 3D CT image based high dose-rate brachytherapy of gynecological cancer