Environmental Science | Pollution Forecasting Explainable sequence-to-sequence GRU neural network for pollution forecasting. June 19, 2023
Medical Imaging | Ophthalmology To pretrain or not? A systematic analysis of the benefits of pretraining in diabetic retinopathy. October 18, 2022
Neurology | Radiology Towards the Interpretability of Deep Learning Models for Multi-modal Neuroimaging: Finding Structural Changes of the Ageing Brain. July 26, 2022
Cardiology | Radiology Active multi-task learning with uncertainty weighted loss for coronary calcium scoring. July 21, 2022
Radiology Detecting failure modes in image reconstructions with interval neural network uncertainty. September 4, 2021
Pathology Resolving challenges in deep learning-based analyses of histopathological images using explanation methods. April 14, 2020
Deep Learning | Neuroimaging | Neurology Analyzing Neuroimaging Data Through Recurrent Deep Learning Models. January 10, 2020
Biomechanics | Clinical gait analysis Explaining the unique nature of individual gait patterns with deep learning. February 26, 2019