Author Info
Name
Affiliation
Papers
MAURICIO REYES
ARTORG Center for Biomedical Engineering Research, University of Bern, Switzerland
35
Collaborators
Citations 
PageRank 
88
73
13.74
Referers 
Referees 
References 
284
839
253
Search Limit
100839
Title
Citations
PageRank
Year
Pymia: A Python Package For Data Handling And Evaluation In Deep Learning-Based Medical Image Analysis00.342021
Combining unsupervised and supervised learning for predicting the final stroke lesion00.342021
Spatially Regularized Parametric Map Reconstruction for Fast Magnetic Resonance Fingerprinting10.352020
Towards MRI Progression Features for Glioblastoma Patients - From Automated Volumetry and Classical Radiomics to Deep Feature Learning.00.342020
Learning Bloch Simulations for MR Fingerprinting by Invertible Neural Networks00.342020
Supervised learning for bone shape and cortical thickness estimation from CT images for finite element analysis.00.342019
Surface-Based Brain Morphometry for the Prediction of Fluid Intelligence in the Neurocognitive Prediction Challenge 2019.00.342019
Automatic detection of lesion load change in Multiple Sclerosis using convolutional neural networks with segmentation confidence.00.342019
Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation.10.352019
Few-shot brain segmentation from weakly labeled data with deep heteroscedastic multi-task networks.00.342019
Simultaneous lesion and neuroanatomy segmentation in Multiple Sclerosis using deep neural networks.00.342019
Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation30.382019
Efficient Active Learning for Image Classification and Segmentation using a Sample Selection and Conditional Generative Adversarial Network.130.542018
On the Effect of Inter-observer Variability for a Reliable Estimation of Uncertainty of Medical Image Segmentation.20.362018
Fast And Uncertainty-Aware Cerebral Cortex Morphometry Estimation Using Random Forest Regression10.352018
Enhancing clinical MRI Perfusion maps with data-driven maps of complementary nature for lesion outcome prediction.20.372018
Enhancing interpretability of automatically extracted machine learning features: application to a RBM-Random Forest system on brain lesion segmentation.40.422018
Automatic Brain Tumor Grading from MRI Data Using Convolutional Neural Networks and Quality Assessment.00.342018
Uncertainty-driven Sanity Check: Application to Postoperative Brain Tumor Cavity Segmentation.20.352018
Magnetic Resonance Fingerprinting Reconstruction via Spatiotemporal Convolutional Neural Networks.00.342018
Perturb-and-MPM: Quantifying Segmentation Uncertainty in Dense Multi-Label CRFs.00.342017
High-Throughput Glomeruli Analysis of μ CT Kidney Images Using Tree Priors and Scalable Sparse Computation.00.342016
CRF-Based Brain Tumor Segmentation: Alleviating the Shrinking Bias.00.342016
Advanced Design System for Infantile Cranium Shape Model Growth Prediction.00.342016
Nabla-net: A Deep Dag-Like Convolutional Architecture for Biomedical Image Segmentation.10.352016
Prediction of Trabecular Bone Anisotropy from Quantitative Computed Tomography Using Supervised Learning and a Novel Morphometric Feature Descriptor.30.392015
Parameter Learning for CRF-Based Tissue Segmentation of Brain Tumors.30.442015
Segmenting the Ischemic Penumbra: A Decision Forest Approach with Automatic Threshold Finding.10.372015
3D Face Reconstruction from Video Using 3D Morphable Model and Silhouette30.382014
Towards automatic MRI volumetry for treatment selection in acute ischemic stroke patients.20.672014
Patient-specific semi-supervised learning for postoperative brain tumor segmentation.40.412014
Statistical model based shape prediction from a combination of direct observations and various surrogates: application to orthopaedic research.120.762012
ANATOMICAL VARIABILITY OF ORGANS VIA PRINCIPAL FACTOR ANALYSIS FROM THE CONSTRUCTION OF AN ABDOMINAL PROBABILISTIC ATLAS.90.602009
Population-specific evaluation of implant bone fitting using PCA shape space and level sets00.342009
Conditional variability of statistical shape models based on surrogate variables.60.502009