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
Artificial Intelligence | Medical Physics | Radiation Oncology Collect Insights of an H&N IMRT Planning AI Agent Through Analyzing Relationships Between Fluence Map Prediction Error and the Corresponding Dosimetric Impacts. October 27, 2021
Radiation Oncology Deep learning dose prediction for IMRT of esophageal cancer: The effect of data quality and quantity on model performance. March 13, 2021
Radiation Oncology An Artificial Intelligence-Driven Agent for Real-Time Head-and-Neck IMRT Plan Generation using Conditional Generative Adversarial Network (cGAN). February 12, 2021
Medical Physics | Radiation Oncology Automatic IMRT planning via static field fluence prediction (AIP-SFFP): a deep learning algorithm for real-time prostate treatment planning. July 14, 2020
Medical Physics | Radiation Oncology Verification of the machine delivery parameters of treatment plan via deep learning. June 30, 2020
Medical Physics | Radiation Oncology Technical Note: A Feasibility Study on Deep Learning-Based Radiotherapy Dose Calculation. December 6, 2019
Medical Physics | Radiation Oncology A convolutional neural network approach for IMRT dose distribution prediction in prostate cancer patients. July 19, 2019
Medical Physics | Radiation Oncology Three-Dimensional Dose Prediction for Lung IMRT Patients with Deep Neural Networks: Robust Learning from Heterogeneous Beam Configurations. May 18, 2019