Medical Physics | Radiation Oncology Millisecond speed deep learning based proton dose calculation with Monte Carlo accuracy. April 21, 2022
Medical Imaging | Radiation Oncology Clinical suitability of deep learning based synthetic CTs for adaptive proton therapy of lung cancer. November 2, 2021
Medical Physics | Pediatrics | Radiation Oncology Development and Evaluation of the First Pediatric Deep-Learning Auto-Contouring Models for Cranio-Spinal Irradiation (CSI). October 27, 2021
Medical Physics | Oncology | Radiation Oncology Dosimetric and Clinical Features Associated with Replan in Proton Head and Neck Therapy. October 27, 2021
Radiation Oncology Beam Angle Optimization for Double-Scattering Proton Delivery Technique Using an Eclipse Application Programming Interface and Convolutional Neural Network. October 1, 2021
Medical Imaging | Paediatric Oncology | Radiation Oncology Deep learning prediction of proton and photon dose distributions for paediatric abdominal tumours. December 2, 2020
Medical Physics | Radiation Oncology | Radiology Evaluation of CBCT scatter correction using deep convolutional neural networks for head and neck adaptive proton therapy. June 24, 2020
Medical Physics | Radiation Oncology Prediction of the output factor using machine and deep learning approach in uniform scanning proton therapy. May 18, 2020
Medical Physics | Radiation Oncology Dosimetric evaluation of synthetic CT generated with GANs for MRI-only proton therapy treatment planning of brain tumors. March 27, 2020
Medical Physics | Radiation Oncology A deep learning approach for converting prompt gamma images to proton dose distributions: A Monte Carlo simulation study. December 26, 2019
Medical Physics | Radiation Oncology Mitigating inherent noise in Monte Carlo dose distributions using dilated U-Net. December 7, 2019
Medical Physics | Radiation Oncology CBCT correction using a cycle-consistent generative adversarial network and unpaired training to enable photon and proton dose calculation. October 14, 2019