Bioinformatics | Pharmacology A prediction model for blood-brain barrier penetrating peptides based on masked peptide transformers with dynamic routing. November 20, 2023
Hepatology | Medical Imaging | Radiology An uncertainty aided framework for learning based livermapping and analysis. October 11, 2023
Neurology | Radiology Deep learning, data ramping, and uncertainty estimation for detecting artifacts in large, imbalanced databases of MRI images. October 5, 2023
Neurology | Radiology Region-based evidential deep learning to quantify uncertainty and improve robustness of brain tumor segmentation. September 19, 2023
Computer Science | Machine Learning Multi-view Deep Gaussian Processes for Supervised Learning. September 19, 2023
Pathology Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise. August 6, 2023
Radiology ADNet++: A few-shot learning framework for multi-class medical image volume segmentation with uncertainty-guided feature refinement. August 4, 2023
Other Deep ensembles vs committees for uncertainty estimation in neural-network force fields: Comparison and application to active learning. May 22, 2023
Artificial Intelligence | Computer Vision Facial Expression Recognition with Contrastive Learning and Uncertainty-Guided Relabeling. May 17, 2023
Oncology Generalising uncertainty improves accuracy and safety of deep learning analytics applied to oncology. May 6, 2023
Radiology Uncertainty estimation for deep learning-based pectoral muscle segmentation via Monte Carlo dropout. May 3, 2023