Medical Imaging | Radiology Predictive uncertainty in deep learning-based MR image reconstruction using deep ensembles: Evaluation on the fastMRI data set. January 29, 2024
Computer Science | Machine Learning Bayesian Estimate of Mean Proper Scores for Diversity-Enhanced Active Learning. December 14, 2023
Bioinformatics | Genomics | Machine Learning Scaling cross-tissue single-cell annotation models. October 24, 2023
Pathology Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise. August 6, 2023
Bioinformatics | Computational Biology | Genomics resVAE ensemble: Unsupervised identification of gene sets in multi-modal single-cell sequencing data using deep ensembles. March 6, 2023
Machine Learning | Pathology Predictive uncertainty estimation for out-of-distribution detection in digital pathology. November 4, 2022
Artificial Intelligence | Ophthalmology | Pathology | Radiology Uncertainty Estimation in Medical Image Classification: Systematic Review. August 2, 2022
Non-Destructive Evaluation (NDE) | Ultrasonic Crack Characterization Uncertainty Quantification for Deep Learning in Ultrasonic Crack Characterization. May 23, 2022
Pathology Generalisation effects of predictive uncertainty estimation in deep learning for digital pathology. May 18, 2022
Bioinformatics | Oncology | Pharmacology DeepSIBA: chemical structure-based inference of biological alterations using deep learning. November 14, 2020