Rachel McCarroll

Deep Learning Algorithm for Auto-Delineation of High-Risk Oropharyngeal Clinical Target Volumes With Built-In Dice Similarity Coefficient Parameter Optimization Function

Carlos Cárdenas, Rachel McCarroll, Laurence E. Court et al. · International Journal of Radiation Oncology*Biology*Physics · 2018 · 154 citations · Full text

Computing, Speech-language Pathology, Biomedical Imaging +10

Automatic detection of contouring errors using convolutional neural networks

Dong Joo Rhee, Carlos Cárdenas, Hesham Elhalawani et al. · Medical Physics · 2019 · 102 citations · Full text

Medicine, Radiology, Computer Vision +15

Generating High-Quality Lymph Node Clinical Target Volumes for Head and Neck Cancer Radiation Therapy Using a Fully Automated Deep Learning-Based Approach

Carlos Cárdenas, Beth M. Beadle, Adam S. Garden et al. · International Journal of Radiation Oncology*Biology*Physics · 2020 · 78 citations · Full text

Medicine, Oncology, Radiation Oncology +17

Auto-delineation of oropharyngeal clinical target volumes using 3D convolutional neural networks

Carlos Cárdenas, Brian Anderson, Michalis Aristophanous et al. · Physics in Medicine and Biology · 2018 · 61 citations

Medicine, Oncology, Radiology +17

Radiation Planning Assistant - A Streamlined, Fully Automated Radiotherapy Treatment Planning System

Laurence E. Court, Kelly Kisling, Rachel McCarroll et al. · Journal of Visualized Experiments · 2018 · 60 citations

Medicine, Oncology, Radiation Oncology +17