ÉP
Élodie Puybareau
cs.CVSegmentationcs.LGeess.IVBenchmarkingChallengecs.AIImage Processing, Computer-AssistedSpinestat.ML
On Valency
published · living versionsW_ctyr365s·v1 · currentpublished
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
with Spyridon Bakas, Mauricio Reyes, Andras Jakab, Stefan Bauer +422
1 version
Preprints & journals
16 papers in the corpus · 2016–2023Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021.37988921 · Sudre, Carole H, Van Wijnen, Kimberlin, Dubost, Florian et al.2023 · 44 citationsMedical image analysis. 2024;91:103029
Linear Object Detection in Document Images using Multiple Object Tracking2305.16968v1 · Philippe Bernet, Joseph Chazalon, Edwin Carlinet et al.2023 · 1 citationarXiv
MyoPS: A benchmark of myocardial pathology segmentation combining three-sequence cardiac magnetic resonance images.37087838 · Li, Lei, Wu, Fuping, Wang, Sihan et al.2023 · 71 citationsMedical image analysis. 2023;87:102808
Why is the winner the best?2303.17719v1 · Matthias Eisenmann, Annika Reinke, Vivienn Weru et al.2023 · 8 citationsarXiv
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results.36998700 · Mehta, Raghav, Filos, Angelos, Baid, Ujjwal et al.2024 · 61 citationsThe journal of machine learning for biomedical imaging. 2022;2022
VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images.34340104 · Sekuboyina, Anjany, Husseini, Malek E, Bayat, Amirhossein et al.2021 · 374 citationsMedical image analysis. 2021;73:102166
Going beyond p-convolutions to learn grayscale morphological operators2102.10038v1 · Alexandre Kirszenberg, Guillaume Tochon, Elodie Puybareau et al.2021 · 21 citationsarXiv
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging.33166776 · Xiong, Zhaohan, Xia, Qing, Hu, Zhiqiang et al.2021 · 521 citationsMedical image analysis. 2021;67:101832
PAIP 2019: Liver cancer segmentation challenge.33091742 · Kim, Yoo Jung, Jang, Hyungjoon, Lee, Kyoungbun et al.2021 · 131 citationsMedical image analysis. 2021;67:101854
A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging2004.12314v3 · Zhaohan Xiong, Qing Xia, Zhiqiang Hu et al.2020 · 12 citationsarXiv
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge.30908194 · Kuijf, Hugo J, Biesbroek, J Matthijs, De Bresser, Jeroen et al.2020 · 293 citationsIEEE transactions on medical imaging. 2019;38(11):2556-2568
Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge.30835215 · Wang, Li, Nie, Dong, Li, Guannan et al.2024 · 196 citationsIEEE transactions on medical imaging. 2019
High throughput automated detection of axial malformations in Medaka embryo.30654166 · Genest, Diane, Puybareau, Elodie, Léonard, Marc et al.2020 · 6 citationsComputers in biology and medicine. 2019;105:157-168
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge1811.02629v3 · Spyridon Bakas, Mauricio Reyes, Andras Jakab et al.2018 · 1,441 citationsarXivon Valency
The challenge of cerebral magnetic resonance imaging in neonates: A new method using mathematical morphology for the segmentation of structures including diffuse excessive high signal intensities.29852312 · Xu, Yongchao, Morel, Baptiste, Dahdouh, Sonia et al.2019 · 15 citationsMedical image analysis. 2018;48:75-94
An automated assay for the assessment of cardiac arrest in fish embryo.28013025 · Puybareau, Elodie, Genest, Diane, Barbeau, Emilie et al.2017 · 9 citationsComputers in biology and medicine. 2017;81:32-44
Career total: 54 works. 16 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.