Radiology Class imbalance on medical image classification: towards better evaluation practices for discrimination and calibration performance. June 11, 2024
Cardiology | Genetics | Medical Imaging Unsupervised ensemble-based phenotyping enhances discoverability of genes related to left-ventricular morphology. March 25, 2024
Neurology | Radiology Assessing robustness and generalization of a deep neural network for brain MS lesion segmentation on real-world data. August 31, 2023
Fairness | Machine Learning On the relationship between research parasites and fairness in machine learning: challenges and opportunities. December 20, 2021
Neurology | Radiology Multiclass semantic segmentation and quantification of traumatic brain injury lesions on head CT using deep learning: an algorithm development and multicentre validation study. December 17, 2020
Radiology Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis. May 27, 2020
Medical Imaging | Radiology Learning deformable registration of medical images with anatomical constraints. February 8, 2020