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Radiology Self-supervised learning for medical image data with anatomy-oriented imaging planes. March 25, 2024
Artificial Intelligence in Medicine | Clinical Decision Making | Radiology A medical multimodal large language model for future pandemics. December 2, 2023
Ophthalmology Simultaneous alignment and surface regression using hybrid 2D-3D networks for 3D coherent layer segmentation of retinal OCT images with full and sparse annotations. November 9, 2023
Gastroenterology | Radiology A deep weakly semi-supervised framework for endoscopic lesion segmentation. September 27, 2023
Cardiology | Radiology Automatic view plane prescription for cardiac magnetic resonance imaging via supervision by spatial relationship between views. September 6, 2023
Medical Imaging | Radiology OSCNet: Orientation-Shared Convolutional Network for CT Metal Artifact Learning. September 1, 2023
Pathology | Pediatric Oncology Childhood Leukemia Classification via Information Bottleneck Enhanced Hierarchical Multi-Instance Learning. April 7, 2023
Radiology InDuDoNet+: A deep unfolding dual domain network for metal artifact reduction in CT images. January 9, 2023
Ophthalmology Automatic quantification of retinal photoreceptor integrity to predict persistent disease activity in neovascular age-related macular degeneration using deep learning. September 5, 2022
Medical Imaging | Radiology Unsupervised Domain Adaptation for Medical Image Segmentation by Disentanglement Learning and Self-Training. July 29, 2022