Bioinformatics | Machine Learning | Oncology Stable feature selection utilizing Graph Convolutional Neural Network and Layer-wise Relevance Propagation for biomarker discovery in breast cancer. April 24, 2024
Neurology | Radiology Towards the Interpretability of Deep Learning Models for Multi-modal Neuroimaging: Finding Structural Changes of the Ageing Brain. July 26, 2022
Psychiatry | Radiology Identification of voxel-based texture abnormalities as new biomarkers for schizophrenia and major depressive patients using layer-wise relevance propagation on deep learning decisions. May 25, 2021
Bioinformatics | Chemical Biology | Pharmaceutical Sciences Layer-wise relevance propagation of InteractionNet explains protein-ligand interactions at the atom level. December 4, 2020
Neurology | Radiology Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation. October 28, 2019
Biomechanics | Clinical gait analysis Explaining the unique nature of individual gait patterns with deep learning. February 26, 2019