Rachel McCarroll
The University of Texas MD Anderson Cancer Center(US)
Publications by Year
Research Areas
Advanced Radiotherapy Techniques, Head and Neck Cancer Studies, Advances in Oncology and Radiotherapy, Lung Cancer Diagnosis and Treatment, Radiomics and Machine Learning in Medical Imaging
Most-Cited Works
- → Deep Learning Algorithm for Auto-Delineation of High-Risk Oropharyngeal Clinical Target Volumes With Built-In Dice Similarity Coefficient Parameter Optimization Function(2018)152 cited
- → Automatic detection of contouring errors using convolutional neural networks(2019)100 cited
- → Generating High-Quality Lymph Node Clinical Target Volumes for Head and Neck Cancer Radiation Therapy Using a Fully Automated Deep Learning-Based Approach(2020)73 cited
- → Auto-delineation of oropharyngeal clinical target volumes using 3D convolutional neural networks(2018)61 cited
- → Radiation Planning Assistant - A Streamlined, Fully Automated Radiotherapy Treatment Planning System(2018)60 cited
- → Retrospective Validation and Clinical Implementation of Automated Contouring of Organs at Risk in the Head and Neck: A Step Toward Automated Radiation Treatment Planning for Low- and Middle-Income Countries(2018)56 cited
- → Fully Automatic Treatment Planning for External-Beam Radiation Therapy of Locally Advanced Cervical Cancer: A Tool for Low-Resource Clinics(2019)54 cited
- → Reproducibility of patient setup in the seated treatment position: A novel treatment chair design(2017)42 cited
- → Clinical Acceptability of Automated Radiation Treatment Planning for Head and Neck Cancer Using the Radiation Planning Assistant(2021)33 cited
- → Assessing Outcomes of Patients Treated With Re-Irradiation Utilizing Proton Pencil-Beam Scanning for Primary or Recurrent Malignancies of the Esophagus and Gastroesophageal Junction(2020)20 cited