Bowman Williams

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

Investigation of radiomic signatures for local recurrence using primary tumor texture analysis in oropharyngeal head and neck cancer patients

Hesham Elhalawani, Aasheesh Kanwar, Abdallah Mohamed et al. · Scientific Reports · 2018 · 112 citations · Full text

Medicine, Oncology, Radiology +17

Imaging and clinical data archive for head and neck squamous cell carcinoma patients treated with radiotherapy

Aaron J. Grossberg, Abdallah Mohamed, Hesham Elhalawani et al. · Scientific Data · 2018 · 91 citations · Full text

Medicine, Oncology, Radiation Oncology +17

Matched computed tomography segmentation and demographic data for oropharyngeal cancer radiomics challenges

Hesham Elhalawani, Abdallah Mohamed, Aubrey L. White et al. · Scientific Data · 2017 · 82 citations · Full text

Medicine, Oncology, Radiology +17

Machine Learning Applications in Head and Neck Radiation Oncology: Lessons From Open-Source Radiomics Challenges

Hesham Elhalawani, Timothy A. Lin, Stefania Volpe et al. · Frontiers in Oncology · 2018 · 42 citations · Full text

Medicine, Oncology, Radiation Oncology +17