Orthopedics | Radiology Automatic segmentation of skeletal muscles from MR images using modified U-Net and a novel data augmentation approach. March 8, 2024
Cardiology | Radiology Automatic thoracic aorta calcium quantification using deep learning in non-contrast ECG-gated CT images. March 4, 2024
Orthopedics | Radiology Subtracting-adding strategy for necrotic lesion segmentation in osteonecrosis of the femoral head. March 2, 2024
Earth Environmental Monitoring | Remote Sensing Image Processing A Siamese Swin-Unet for image change detection. February 25, 2024
Computer Vision | Remote Sensing | Urban Green Space Management Double-Branch Multi-Scale Contextual Network: A Model for Multi-Scale Street Tree Segmentation in High-Resolution Remote Sensing Images. February 24, 2024
Cardiology | Radiology SwinUNet: a multiscale feature learning approach to cardiovascular magnetic resonance parametric mapping for myocardial tissue characterization. February 22, 2024
Radiology CI-UNet: melding convnext and cross-dimensional attention for robust medical image segmentation. February 20, 2024
Radiology LD-UNet: A long-distance perceptual model for segmentation of blurred boundaries in medical images. February 17, 2024
Deep Learning | Marine Biology | Remote Sensing Estimating four-decadal variations of seagrass distribution using satellite data and deep learning methods in a marine lagoon. February 15, 2024
Neurology | Radiology ETUNet:Exploring efficient transformer enhanced UNet for 3D brain tumor segmentation. February 10, 2024
Radiology Semi-supervised low-dose SPECT restoration using sinogram inner-structure aware graph neural network. February 7, 2024
Orthopedics | Pediatrics | Radiology Deep Learning-Assisted Diffusion Tensor Imaging for Evaluation of the Physis and Metaphysis. February 6, 2024