Cardiology | Radiology CMRxRecon: A publicly available k-space dataset and benchmark to advance deep learning for cardiac MRI. June 25, 2024
Medical Imaging | Radiation Oncology Multi-modal segmentation with missing image data for automatic delineation of gross tumor volumes in head and neck cancers. June 19, 2024
Cognitive Neurology | Neurology | Radiology Intelligent cholinergic white matter pathways algorithm based on U-net reflects cognitive impairment in patients with silent cerebrovascular disease. April 3, 2024
Medical Imaging | Radiation Therapy | Radiology SC-GAN: Structure-completion generative adversarial network for synthetic CT generation from MR images with truncated anatomy. February 22, 2024
Neurosurgery | Oncology | Radiology Multi-center application of a convolutional neural network for preoperative detection of cavernous sinus invasion in pituitary adenomas. January 18, 2024
Neurosurgery | Pathology | Radiology Machine Learning Approaches to Differentiate Sellar-Suprasellar Cystic Lesions on Magnetic Resonance Imaging. November 25, 2023
Radiation Oncology | Radiology A transformer-based hierarchical registration framework for multimodality deformable image registration. August 25, 2023
Oncology | Radiology A Coarse-to-Fine Fusion Network for Small Liver Tumor Detection and Segmentation: A Real-World Study. August 12, 2023
Neurosurgery | Radiology Deep-learning-based automatic segmentation and classification for craniopharyngiomas. May 22, 2023
Computer Vision | Medical Imaging | Pathology A Large-scale Synthetic Pathological Dataset for Deep Learning-enabled Segmentation of Breast Cancer. April 21, 2023
Radiation Oncology | Radiology Compensation cycle consistent generative adversarial networks (Comp-GAN) for synthetic CT generation from MR scans with truncated anatomy. January 26, 2023