Cardiology CCSI: Continual Class-Specific Impression for data-free class incremental learning. June 27, 2024
Pathology MSGM: An Advanced Deep Multi-Size Guiding Matching Network for Whole Slide Histopathology Images Addressing Staining Variation and Low Visibility Challenges. June 24, 2024
Medical Imaging | Radiology Hypernetwork-Based Physics-Driven Personalized Federated Learning for CT Imaging. December 15, 2023
Medical Imaging | Radiology Backdoor attack and defense in federated generative adversarial network-based medical image synthesis. October 7, 2023
Medical Imaging | Radiology Federated Transfer Learning for Low-dose PET Denoising: A Pilot Study with Simulated Heterogeneous Data. October 4, 2023
Computer Science | Computer Vision | Image processing Visual-quality-driven unsupervised image dehazing. August 20, 2023
Radiology Generating post-hoc explanation from deep neural networks for multi-modal medical image analysis tasks. February 16, 2023
Medical Imaging | Neurology Multi-site fMRI analysis using privacy-preserving federated learning and domain adaptation: ABIDE results. August 3, 2020
Neurology | Psychiatry Invertible Network for Classification and Biomarker Selection for ASD. April 10, 2020
Biomedical imaging | Computer Science | Dermatology From Deep Learning Towards Finding Skin Lesion Biomarkers. January 17, 2020
Ophthalmology REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs. October 24, 2019