Radiology Investigating the use of signal detection information in supervised learning-based image denoising with consideration of task-shift. September 9, 2024
Musculoskeletal Imaging | Radiology Deep network and multi-atlas segmentation fusion for delineation of thigh muscle groups in three-dimensional water-fat separated MRI. September 5, 2024
Neurology | Oncology | Radiology Predicting peritumoral glioblastoma infiltration and subsequent recurrence using deep-learning-based analysis of multi-parametric magnetic resonance imaging. September 2, 2024
Radiology CT reconstruction using diffusion posterior sampling conditioned on a nonlinear measurement model. September 2, 2024
Neuroimaging | Neurology | Radiology Field-of-view extension for brain diffusion MRI via deep generative models. August 26, 2024
Medical Imaging | Radiology Generative adversarial network-based reconstruction of healthy anatomy for anomaly detection in brain CT scans. August 12, 2024
Radiology Capability and reliability of deep learning models to make density predictions on low-dose mammograms. August 8, 2024
Gynecology | Oncology | Radiology AI-based automated segmentation for ovarian/adnexal masses and their internal components on ultrasound imaging. August 8, 2024
Radiology Dose robustness of deep learning models for anatomic segmentation of computed tomography images. August 5, 2024
Cardiology | Radiology Learning three-dimensional aortic root assessment based on sparse annotations. August 1, 2024
Digital Pathology | Oncology | Pathology Transformation from hematoxylin-and-eosin staining to Ki-67 immunohistochemistry digital staining images using deep learning: experimental validation on the labeling index. August 1, 2024
Neurology | Radiology Optimizing neurointerventional procedures: an algorithm for embolization coil detection and automated collimation to enable dose reduction. July 22, 2024