Medical Image Analysis | Orthopedics Generative AI in orthopedics: an explainable deep few-shot image augmentation pipeline for plain knee radiographs and Kellgren-Lawrence grading. September 23, 2024
Medical Image Analysis | Radiology Multilevel network for large deformation image registration based on feature consistency and flow normalization. September 20, 2024
Medical Image Analysis | Radiology Singular-Value-Decomposition-Based Matrix Surgery. August 29, 2024
Deep Learning | Medical Device Classification | Medical Image Analysis Few-Shot Conditional Learning: Automatic and Reliable Device Classification for Medical Test Equipment. July 26, 2024
Medical Image Analysis | Radiology UKSSL: Underlying Knowledge Based Semi-Supervised Learning for Medical Image Classification. June 20, 2024
Medical Image Analysis | Oncology | Pathology Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images. May 23, 2024
Medical Image Analysis | Radiology A comprehensive survey on deep active learning in medical image analysis. May 22, 2024
Medical Image Analysis | Radiology | Trauma Care Applications of Deep Learning in Trauma Radiology: A Narrative Review. April 28, 2024
Medical Image Analysis | Radiology A survey of label-noise deep learning for medical image analysis. April 13, 2024
Hematology | Medical Image Analysis | Pathology Deep learning-based image annotation for leukocyte segmentation and classification of blood cell morphology. April 8, 2024
Computer Vision | Medical Image Analysis | Radiology CSCA U-Net: A channel and space compound attention CNN for medical image segmentation. April 1, 2024