Medical Physics | Radiation Oncology Automatic planning for head and neck seed implant brachytherapy based on deep convolutional neural network dose engine. September 27, 2023
Medical Physics | Radiation Oncology Input feature design and its impact on the performance of deep learning models for predicting fluence maps in intensity-modulated radiation therapy. October 31, 2022
Medical Physics | Radiation Oncology Applying pytorch toolkit to plan optimization for circular cone based robotic radiotherapy. April 21, 2022
Radiation Oncology Transfer learning for fluence map prediction in adrenal stereotactic body radiation therapy. November 22, 2021
Artificial Intelligence | Radiation Oncology Insights of an AI agent via analysis of prediction errors: a case study of fluence map prediction for radiation therapy planning. November 10, 2021
Medical Physics | Radiation Oncology Introducing matrix sparsity with kernel truncation into dose calculations for fluence optimization. November 3, 2021
Radiation Oncology Deep Learning-Based Fluence Map Prediction for Pancreas Stereotactic Body Radiation Therapy With Simultaneous Integrated Boost. May 18, 2021
Medical Physics | Radiation Oncology Fluence Map Prediction Using Deep Learning Models – Direct Plan Generation for Pancreas Stereotactic Body Radiation Therapy. March 18, 2021
Neurology | Oncology | Radiology Deep Learning for Automatic Differential Diagnosis of Primary Central Nervous System Lymphoma and Glioblastoma: Multi-Parametric Magnetic Resonance Imaging Based Convolutional Neural Network Model. March 11, 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