Epidemiology | Neurology | Oncology A Bayesian convolutional neural network-based generalized linear model. June 18, 2024
Medical Imaging | Radiology Bayesian MRI reconstruction with joint uncertainty estimation using diffusion models. March 13, 2023
Data Clustering | Machine Learning DRBM-ClustNet: A Deep Restricted Boltzmann-Kohonen Architecture for Data Clustering. July 20, 2022
Computer Vision | Image processing Bayesian Image Super-Resolution with Deep Modeling of Image Statistics. March 29, 2022
Radiology Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction. September 10, 2021
Neurology | Radiology Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation Problems. September 9, 2019
Neurology | Radiology Bayesian QuickNAT: Model uncertainty in deep whole-brain segmentation for structure-wise quality control. April 30, 2019
Other Approximate Bayesian MLP regularization for regression in the presence of noise. December 2, 2018