Josselin Houenou

Orcid: 0000-0003-3166-5606

According to our database1, Josselin Houenou authored at least 19 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2023
Comparing White Matter Fiber Bundle Segmentation Methods for Autism Prediction.
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023

2022
Superficial white matter bundle atlas based on hierarchical fiber clustering over probabilistic tractography data.
NeuroImage, 2022

2021
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?
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NeuroImage, 2021

UCSL : A Machine Learning Expectation-Maximization Framework for Unsupervised Clustering Driven by Supervised Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Study Of Precentral-Postcentral Connections On Hcp Data Using Probabilistic Tractography And Fiber Clustering.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Group-Wise Cortical Surface Parcellation Based on Inter-Subject Fiber Clustering<sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
FFClust: Fast fiber clustering for large tractography datasets for a detailed study of brain connectivity.
NeuroImage, 2020

From Coarse to Fine-Grained Parcellation of the Cortical Surface Using a Fiber-Bundle Atlas.
Frontiers Neuroinformatics, 2020

Inter-Subject Clustering of Brain Fibers from Whole-Brain Tractography.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2018
Interpretable and stable prediction of schizophrenia on a large multisite dataset using machine learning with structured sparsity.
Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018

2017
Fast Automatic Segmentation of White Matter Streamlines Based on a Multi-Subject Bundle Atlas.
Neuroinformatics, 2017

Reproducibility of superficial white matter tracts using diffusion-weighted imaging tractography.
NeuroImage, 2017

Clustering of Whole-Brain White Matter Short Association Bundles Using HARDI Data.
Frontiers Neuroinformatics, 2017

2016
Creation of a whole brain short association bundle atlas using a hybrid approach.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2014
Interactive segmentation of white-matter fibers using a multi-subject atlas.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Study of the variability of short association bundles on a HARDI database.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

GPU-Based acceleration of an automatic white matter segmentation algorithm using CUDA.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Automatic fiber bundle segmentation in massive tractography datasets using a multi-subject bundle atlas.
NeuroImage, 2012

2011
Segmentation of Short Association Bundles in Massive Tractography Datasets Using a Multi-subject Bundle Atlas.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011


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