Oncology | Radiology Head and neck tumor segmentation from [F]F-FDG PET/CT images based on 3D diffusion model. July 3, 2024
Neurology | Radiology DSnet: a new dual-branch network for hippocampus subfield segmentation. July 3, 2024
Radiology Few-Shot Learning for Medical Image Segmentation Using 3D U-Net and Model-Agnostic Meta-Learning (MAML). June 27, 2024
Radiology | Surgery Fully automated assessment of the future liver remnant in a blood-free setting via CT before major hepatectomy via deep learning. June 27, 2024
Orthopedics | Radiology Deep learning-based automated detection and segmentation of bone and traumatic bone marrow lesions from MRI following an acute ACL tear. June 21, 2024
Neurology | Radiology Automated intracranial vessel segmentation of 4D flow MRI data in patients with atherosclerotic stenosis using a convolutional neural network. June 19, 2024
Materials Science | Non-Destructive Evaluation (NDE) Advancing Carbon Fiber Composite Inspection: Deep Learning-Enabled Defect Localization and Sizing via 3-Dimensional U-Net Segmentation of Ultrasonic Data. June 3, 2024
Neurology | Radiology Geodesic shape regression based deep learning segmentation for assessing longitudinal hippocampal atrophy in dementia progression. May 31, 2024
Cardiology | Radiation Oncology | Radiology Enhancing Precision in Cardiac Segmentation for MR-Guided Radiation Therapy through Deep Learning. May 26, 2024
Oncology | Radiology | Surgery MRI radiomics based on deep learning automated segmentation to predict early recurrence of hepatocellular carcinoma. May 19, 2024
Cardiology | Radiology NoiseNet, a fully automatic noise assessment tool that can identify non-diagnostic CCTA examinations. May 15, 2024
Medical Imaging | Radiology Accurate object localization facilitates automatic esophagus segmentation in deep learning. May 12, 2024