Oncology | Radiology Training robust T1-weighted magnetic resonance imaging liver segmentation models using ensembles of datasets with different contrast protocols and liver disease etiologies. September 9, 2024
Radiation Therapy A joint ESTRO and AAPM guideline for development, clinical validation and reporting of artificial intelligence models in radiation therapy. June 5, 2024
Oncology | Radiology Fully automated deep learning based auto-contouring of liver segments and spleen on contrast-enhanced CT images. February 26, 2024
Medical Imaging | Oncology | Radiation Oncology Analysis and prediction of liver volume change maps derived from computational tomography scans acquired pre- and post-radiation therapy. September 15, 2023
Medical Physics | Radiation Oncology Investigation of autosegmentation techniques on T2-weighted MRI for off-line dose reconstruction in MR-linac workflow for head and neck cancers. July 21, 2023
Medical Physics | Radiation Oncology | Radiology Leveraging deep learning-based segmentation and contours-driven deformable registration for dose accumulation in abdominal structures. November 21, 2022
Oncology | Radiology Deep Learning Models for Automated Assessment of Breast Density Using Multiple Mammographic Image Types. October 30, 2022
Interventional Radiology | Oncology | Radiology Automated segmentation of colorectal liver metastasis and liver ablation on contrast-enhanced CT images. August 29, 2022
Medical Physics | Radiation Oncology Automatic contouring QA method using a deep learning-based autocontouring system. May 17, 2022
Medical Imaging | Radiation Oncology Simple Python Module for Conversions between DICOM Images and Radiation Therapy Structures, Masks, and Prediction Arrays. February 19, 2021
Radiation Oncology Automatic segmentation using deep learning to enable online dose optimization during adaptive radiotherapy of cervical cancer. November 12, 2020
Medical Imaging | Radiation Oncology Automatic contouring system for cervical cancer using convolutional neural networks. September 23, 2020