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Nephrology | Radiology nnUNet for Automatic Kidney and Cyst Segmentation in Autosomal Dominant Polycystic Kidney Disease. February 23, 2024
Radiation Oncology | Radiology Automatic end-to-end VMAT treatment planning for rectal cancers. February 6, 2024
Medical Physics | Radiation Oncology Deep learning-based dose prediction to improve the plan quality of volumetric modulated arc therapy for gynecologic cancers. September 14, 2023
Medical Physics | Radiation Oncology Identifying the optimal deep learning architecture and parameters for automatic beam aperture definition in 3D radiotherapy. September 6, 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
Radiation Oncology A deep-learning-based dose verification tool utilizing fluence maps for a cobalt-60 compensator-based intensity-modulated radiation therapy system. June 21, 2023
Radiation Oncology Deep Learning-Based Dose Prediction for Automated, Individualized Quality Assurance of Head and Neck Radiation Therapy Plans. January 25, 2023
Oncology | Radiology Multi-organ segmentation of abdominal structures from non-contrast and contrast enhanced CT images. November 9, 2022
Medical Physics | Radiation Oncology Automatic contouring QA method using a deep learning-based autocontouring system. May 17, 2022
Medical Physics | Radiation Oncology Technical Note: Dose prediction for head and neck radiotherapy using a three-dimensional dense dilated U-net architecture. June 22, 2021
Medical Physics | Radiation Oncology | Radiology Evaluation of a multiview architecture for automatic vertebral labeling of palliative radiotherapy simulation CT images. January 18, 2021