Medical Physics | Radiation Oncology Error detection for radiotherapy planning validation based on deep learning networks. May 6, 2024
Radiation Oncology Deep Learning-Based Dose Prediction Model for Automated Spot-Scanning Proton Arc Planning. October 3, 2023
Radiation Oncology A Feasibility Study of Dose Band Prediction in Radiotherapy: Predicting a Dose Spectrum. October 3, 2023
Radiation Oncology | Radiology Generation of synthetic megavoltage CT for MRI-only radiotherapy treatment planning using a 3D deep convolutional neural network. July 23, 2022
Medical Physics | Radiation Oncology Attention-aware 3D U-Net convolutional neural network for knowledge-based planning 3D dose distribution prediction of head-and-neck cancer. May 9, 2022
Radiation Oncology Accuracy Improvement Method Based on Characteristic Database Classification for IMRT Dose Prediction in Cervical Cancer: Scientifically Training Data Selection. March 21, 2022
Radiation Oncology Transfer learning for fluence map prediction in adrenal stereotactic body radiation therapy. November 22, 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
Medical Physics | Radiation Oncology Generalizability Study of a Fluence Map Prediction Network. 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