Dermatology | Oncology | Radiology Vital Characteristics Cellular Neural Network (VCeNN) for Melanoma Lesion Segmentation: A Biologically Inspired Deep Learning Approach. September 16, 2024
Neurology | Radiology Consensus of algorithms for lesion segmentation in brain MRI studies of multiple sclerosis. September 12, 2024
Ophthalmology An attentional mechanism model for segmenting multiple lesion regions in the diabetic retina. September 12, 2024
Oncology | Radiology Automatic detection and segmentation of lesions in 18F-FDG PET/CT imaging of patients with Hodgkin lymphoma using 3D dense U-Net. September 3, 2024
Deep Learning | Endoscopy | Gastroenterology | Pulmonology ESFPNet: Efficient Stage-Wise Feature Pyramid on Mix Transformer for Deep Learning-Based Cancer Analysis in Endoscopic Video. August 28, 2024
Radiology IU-Net: A dual-path U-Net with rich information interaction for medical image segmentation. August 28, 2024
Dermatology | Gastroenterology Polar contrast attention and skip cross-channel aggregation for efficient learning in U-Net. August 25, 2024
Neurology | Radiology Multi-grained contrastive representation learning for label-efficient lesion segmentation and onset time classification of acute ischemic stroke. August 3, 2024
Medical Imaging | Oncology | Radiology ProLesA-Net: A multi-channel 3D architecture for prostate MRI lesion segmentation with multi-scale channel and spatial attentions. July 31, 2024
Ophthalmology Nonproliferative diabetic retinopathy dataset(NDRD): A database for diabetic retinopathy screening research and deep learning evaluation. June 12, 2024
Neurology | Radiology A joint model for lesion segmentation and classification of MS and NMOSD. June 12, 2024