Computer Science | Dentistry | Radiology Uncertainty Estimation for Heatmap-based Landmark Localization. November 16, 2022
Oncology | Pulmonology | Radiology Prediction of Lung Nodule Progression with an Uncertainty-Aware Hierarchical Probabilistic Network. November 11, 2022
Computer-aided diagnosis | Dermatology | Medical Informatics SkiNet: A deep learning framework for skin lesion diagnosis with uncertainty estimation and explainability. November 4, 2022
Machine Learning | Pathology Predictive uncertainty estimation for out-of-distribution detection in digital pathology. November 4, 2022
Medical Imaging | Nuclear Medicine | Radiology Posterior estimation using deep learning: A simulation study of compartmental modeling in dynamic PET. November 4, 2022
Cardiology | Radiology Joint Segmentation and Uncertainty Estimation of Ventricular Structures from Cardiac MRI using a Bayesian CondenseUNet. October 21, 2022
Artificial Intelligence | Infectious Diseases | Respiratory Medicine UFRC: A Unified Framework for Reliable COVID-19 Detection on Crowdsourced Cough Audio. October 20, 2022
Medical Imaging | Neurology | Radiology Ensemble learning supervision augmentation for white matter hyperintensity segmentation. October 3, 2022
Computer Vision | Medical Imaging | Radiology Uncertainty teacher with dense focal loss for semi-supervised medical image segmentation. September 30, 2022
Oncology | Pathology | Surgery Uncertainty estimation for margin detection in cancer surgery using mass spectrometry. September 29, 2022
Oncology | Radiology Deep-learned estimation of uncertainty in measurements of apparent diffusion coefficient from whole-body diffusion-weighted MRI. September 17, 2022