Radiation Oncology DeepDose: a robust deep learning-based dose engine for abdominal tumours in a 1.5 T MRI radiotherapy system. February 5, 2021
Radiation Oncology | Radiology Generalizable cone beam CT esophagus segmentation using physics-based data augmentation. February 3, 2021
Neurology | Radiology Automatic rat brain image segmentation using triple cascaded convolutional neural networks in a clinical PET/MR. February 2, 2021
Biomedical Engineering | Neurology | Radiology Influence of segmentation accuracy in structural MR head scans on electric field computation for TMS and tES. February 1, 2021
Cardiology | Radiology Low-dose PET image noise reduction using deep learning: application to cardiac viability FDG imaging in patients with ischemic heart disease. February 1, 2021
Medical Physics | Radiation Oncology A comparison of Monte Carlo dropout and bootstrap aggregation on the performance and uncertainty estimation in radiation therapy dose prediction with deep learning neural networks. January 27, 2021
Medical Imaging | Radiology Image-level supervised segmentation for human organs with confidence cues. January 21, 2021
Medical Physics | Radiation Oncology Probabilistic dose prediction using mixture density networks for automated radiation therapy treatment planning. January 20, 2021
Medical Imaging | Radiation Oncology Head-and-neck organs-at-risk auto-delineation using dual pyramid networks for CBCT-guided adaptive radiotherapy. January 7, 2021
Medical Imaging | Radiology GroupRegNet: a groupwise one-shot deep learning-based 4D image registration method. January 7, 2021
Gynecology | Interventional Radiology | Radiology Analysis of the nonperfused volume ratio of adenomyosis from MRI images based on fewshot learning. December 28, 2020
Medical Physics | Radiation Oncology Deep learning-augmented radiotherapy visualization with a cylindrical radioluminescence system. December 28, 2020