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 · 151 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +9

Automatic detection of contouring errors using convolutional neural networks

Dong Joo Rhee, Carlos Cárdenas, Hesham Elhalawani et al. · Medical Physics · 2019 · 100 citations · Full text

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 · 73 citations · Full text

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

Engineering, Machine Learning, Surgery +22

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 · Full text

Surgery, Radiation Planning Assistant, Treatment Verification +16