Neurology | Oncology | Radiology A radiomics-incorporated deep ensemble learning model for multi-parametric MRI-based glioma segmentation. August 16, 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
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
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
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
Deep Learning | Medical Imaging | Radiation Oncology Dose-Distribution-Driven PET Image-Based Outcome Prediction (DDD-PIOP): A Deep Learning Study for Oropharyngeal Cancer IMRT Application. October 5, 2020
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