Bioinformatics | Computational Biology | Genetics Semi-supervised learning improves regulatory sequence prediction with unlabeled sequences. May 5, 2023
Cardiology | Radiology STAMP: A Self-training Student-Teacher Augmentation-Driven Meta Pseudo-Labeling Framework for 3D Cardiac MRI Image Segmentation. May 1, 2023
Cardiology | Radiology Learning Deep Representations of Cardiac Structures for 4D Cine MRI Image Segmentation through Semi-Supervised Learning. May 1, 2023
Artificial Intelligence | Computer Science Graph-Based Self-Training for Semi-Supervised Deep Similarity Learning. April 28, 2023
Pathology Semi-Supervised Learning to Automate Tumor Bud Detection in Cytokeratin-Stained Whole-Slide Images of Colorectal Cancer. April 13, 2023
Radiology Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation. April 13, 2023
Surgery Min-Max Similarity: A Contrastive Semi-Supervised Deep Learning Network for Surgical Tools Segmentation. April 10, 2023
Ophthalmology Fundus Image-label Pairs Synthesis and Retinopathy Screening via GANs with Class-imbalanced Semi-supervised Learning. April 8, 2023
Pathology Investigation of semi- and self-supervised learning methods in the histopathological domain. April 7, 2023
Computer Vision | Medical Imaging | Radiology CAT: Constrained Adversarial Training for Anatomically-plausible Semi-supervised Segmentation. April 6, 2023
Cardiology | Radiology Evaluating semi-supervision methods for medical image segmentation: applications in cardiac magnetic resonance imaging. April 3, 2023
Cardiology | Radiology Semi-supervised aortic dissections segmentation: A time-dependent weighted feedback fusion framework. March 31, 2023