Radiology Weakly supervised learning for multi-class medical image segmentation via feature decomposition. February 29, 2024
Medical Image Segmentation | Radiology Cluster-Re-Supervision: Bridging the Gap Between Image-Level and Pixel-Wise Labels for Weakly Supervised Medical Image Segmentation. July 31, 2023
Dermatology | Oncology | Radiology Customized Federated Learning for Multi-Source Decentralized Medical Image Classification. August 19, 2022
Neurology | Radiology Symmetry-Aware Deep Learning for Cerebral Ventricle Segmentation with Intra-Ventricular Hemorrhage. July 18, 2022
Emergency Medicine | Radiology Fracture R-CNN: An anchor-efficient anti-interference framework for skull fracture detection in CT images. June 17, 2022
Neurology | Radiology Uncertainty-Aware Deep Learning with Cross-Task Supervision for PHE Segmentation on CT Images. January 5, 2022
Medical Imaging | Oncology | Radiology Variation-Aware Federated Learning with Multi-Source Decentralized Medical Image Data. November 24, 2020
Pathology Enabling a Single Deep Learning Model for Accurate Gland Instance Segmentation: A Shape-aware Adversarial Learning Framework. January 16, 2020
Ophthalmology A Skeletal Similarity Metric for Quality Evaluation of Retinal Vessel Segmentation. March 15, 2019
Ophthalmology Joint Segment-Level and Pixel-Wise Losses for Deep Learning Based Retinal Vessel Segmentation. February 28, 2019
Ophthalmology A Three-stage Deep Learning Model for Accurate Retinal Vessel Segmentation. October 3, 2018