Author profile
Department of Medical Physics, Memorial Sloan Kettering Cancer Center
A growing number of patients with increasingly many brain metastases (BMs) are being treated with stereotactic radiosurgery. Artificial intelligence-assisted gross tumor volumes (AIGTVs) can aid the radiation oncologist in contouring the gross tumor volumes (...
Tumor hypoxia drives radio-resistance in Head & Neck cancer (HNC) and can guide radiation dose de-escalation. Tumor hypoxia can be imaged using 18F-fluoromisonidazole (FMISO-PET; non-standard-of-care). Because hypoxia drives glycolysis, we assessed correlatio...
Single-isocenter multiple-target (SIMT) stereotactic radiosurgery (SRS) presents significant dosimetric challenges for patient-specific quality assurance (PSQA). Standard complexity metrics often fail to predict deliverability for these complex plans. This st...
Radiotherapy (RT) planning for Head and Neck Cancer (HNC) is resource-intensive and prone to variability. This study proposes and validates a fully automated pipeline synergizing deep learning-based 3D dose prediction with a knowledge-based planning (KBP) tem...