Publications HAL

2021/04 - Deep learning for semantic segmentation

2020/11 Radiology: Artificial Intelligence - Deep Learning–based Automated Segmentation of the Left Ventricular Trabeculations and Myocardium on Cardiac MR Images: A Feasibility Study

2019/07 - Comparing partitions through the Matching Error

2019/01 Journal of Multivariate Analysis - Multivariate and functional robust fusion methods for structured Big Data

2018/04 Quality of Life Research - Modernizing quality of life assessment: development of a multidimensional computerized adaptive questionnaire for patients with schizophrenia

2018/02 Quality of Life Research - Clustering based on unsupervised binary trees to define subgroups of cancer patients according to symptom severity in cancer

2017/12 - Direct Multiclass Boosting Using Base Classifiers' Posterior Probabilities Estimates

2017/09 Ecological Modelling - Multi-model approach to predict phytoplankton biomass and composition dynamics in a eutrophic shallow lake governed by extreme meteorological events

2017/07 Pattern Recognition - Clustering nominal data using unsupervised binary decision trees: Comparisons with the state of the art methods

2017/01 - Robust Fusion Methods for Big Data

2016/04 Journal of Neuro-Oncology - The diagnostic accuracy of multiparametric MRI to determine pediatric brain tumor grades and types

2016/04 EBioMedicine - A Multidimensional Computerized Adaptive Short-Form Quality of Life Questionnaire Developed and Validated for Multiple Sclerosis

2016/04 Medicine - A Multidimensional Computerized Adaptive Short-Form Quality of Life ă Questionnaire Developed and Validated for Multiple Sclerosis The ă MusiQoL-MCAT

2015/10 Quality of Life Research - How to interpret multidimensional quality of life questionnaires for patients with schizophrenia?

2015/07 PLoS ONE - Muscle Quantitative MR Imaging and Clustering Analysis in Patients with Facioscapulohumeral Muscular Dystrophy Type 1

2015/07 Clinical Neurophysiology - Extra Forces induced by wide-pulse, high-frequency electrical stimulation: Occurrence, magnitude, variability and underlying mechanisms

2014/11 Computational Statistics and Data Analysis - Random Average Shifted Histograms

2013/12 Expert Review of Pharmacoeconomics and Outcomes Research - Statistical challenges of quality of life and cancer: new avenues for future research

2013/09 Journal of Nonparametric Statistics - Nonparametric comparison of several transformations of distribution functions

2013/07 American Journal of Neuroradiology - Multimodal MR Imaging (Diffusion, Perfusion, and Spectroscopy): Is It Possible to Distinguish Oligodendroglial Tumor Grade and 1p/19q Codeletion in the Pretherapeutic Diagnosis?

2013/06 Advances in Data Analysis and Classification - Interpretable clustering using unsupervised binary trees

2013/01 Journal of Nonparametric Statistics - Nonparametric comparison of several transformations of distribution functions

2013/01 Open Journal of Statistics - Aggregating Density Estimators: An Empirical Study

2011/04 - Nonparametric test for detecting change in distribution with panel data

2011/01 Journal of Multivariate Analysis - Data driven smooth test for paired populations

2009/01 - Discrétisation multivariée non supervisée

2007/01 Computational Statistics and Data Analysis - Classifying densities using functional regression trees : application in oceanology