Computer Science | Radiology Adaptive Graph Convolutional Networks for Medical Image Segmentation. December 12, 2023
Cardiology | Radiology Deep learning networks in the segmentation of the left atrial appendage in 2D ultrasound: A comparative analysis. December 12, 2023
Neurology | Radiation Oncology Deep-learning-driven dose prediction and verification for stereotactic radiosurgical treatment of isolated brain metastases. December 11, 2023
Neurology | Pathology Automated pipeline for nerve fiber selection and g-ratio calculation in optical microscopy: exploring staining protocol variations. December 11, 2023
Emergency Medicine | Intensive Care Medicine | Radiology Deep Learning-based Diagnosis and Localization of Pneumothorax on Portable Supine Chest X-ray in Intensive and Emergency Medicine: A Retrospective Study. December 4, 2023
Neurology | Radiology HUT: Hybrid UNet transformer for brain lesion and tumour segmentation. December 4, 2023
Radiology A novel loss function to reproduce texture features for deep learning-based MRI-to-CT synthesis. December 3, 2023
Neurology | Radiology MRI motion artifact reduction using a conditional diffusion probabilistic model (MAR-CDPM). November 27, 2023
Medical Imaging | Nuclear Medicine | Radiology Image reconstruction using UNET-transformer network for fast and low-dose PET scans. November 25, 2023
Radiology Learning to deep learning: statistics and a paradigm test in selecting a UNet architecture to enhance MRI. November 22, 2023
Biomedical Engineering | Material Science Physics-informed UNets for discovering hidden elasticity in heterogeneous materials. November 21, 2023
Medical Imaging | Radiology Re-UNet: a novel multi-scale reverse U-shape network architecture for low-dose CT image reconstruction. November 20, 2023