Medical Physics | Radiation Oncology Error detection for radiotherapy planning validation based on deep learning networks. May 6, 2024
Radiation Oncology A Feasibility Study of Dose Band Prediction in Radiotherapy: Predicting a Dose Spectrum. October 3, 2023
Medical Physics | Radiation Oncology Evaluation of deep learning-based deliverable VMAT plan generated by prototype software for automated planning for prostate cancer patients. August 22, 2023
Medical Physics | Radiation Oncology Integrating plan complexity and dosiomics features with deep learning in patient-specific quality assurance for volumetric modulated arc therapy. July 11, 2023
Medical Physics | Radiation Oncology Virtual pretreatment patient-specific quality assurance of volumetric modulated arc therapy using deep learning. June 28, 2023
Medical Physics | Radiation Oncology Generating deliverable DICOM RT treatment plans for prostate VMAT by predicting MLC motion sequences with an encoder-decoder network. June 14, 2023
Medical Physics | Radiation Oncology Deep learning-based markerless lung tumor tracking in stereotactic radiotherapy using Siamese networks. May 23, 2023
Medical Physics | Radiation Oncology An ultra-fast deep-learning-based dose engine for prostate VMAT via knowledge distillation framework with limited patient data. December 19, 2022
Medical Physics | Radiation Oncology | Radiation Therapy Robust deep learning-based forward dose calculations for VMAT on the 1.5T MR-Linac. October 5, 2022
Medical Physics | Radiation Oncology Efficient dose-volume histogram-based pre-treatment patient-specific quality assurance methodology with combined deep learning and machine learning models for volumetric-modulated arc radiotherapy. October 3, 2022
Medical Physics | Radiation Oncology Generalizability Study of a Fluence Map Prediction Network. October 27, 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