Author

Ninon Burgos

Centre National de la Recherche ScientifiqueORCID 0000-0002-4668-2006Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:database / resource· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Alexandre RoutieriD· 1 shared Alice Joubert· 1 shared Alyssa DaiiD· 1 shared Anne BertrandiD· 1 shared Arman JahanpouriD· 1 shared Arnaud Marcoux· 1 shared Ashley Wilton StewartiD· 1 shared Austin MacdonaldiD· 1 shared

Activity by Year

2018-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperNeuroscience

Alexandre RoutierORCID

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2 papers

Recent·Most cited

Nipoppy: A framework for standardizing neuroimaging studies to facilitate international derived-data sharing

Nikhil Bhagwat, Michelle Wang, Mathieu Dugré, Julia‐Katharina Pfarr, Alyssa Dai, Sebastian Georg Wenzel Urchs, Brent Caleb McPherson, Rémi Gau, Eva M. van Heese, Emile d’Angremont, Max A. Laansma, Shweta Prasad, Jacob Sanz-Robinson, Mohammad Torabi, Arman Jahanpour, , Jean‐Baptiste Poline

Nipoppy standardizes neuroimaging data workflows to enable reproducible and comparable multi-center data sharing.

bioRxiv · Aug 3, 2026 · PreprintBioinformatics

Reproducible evaluation of classification methods in Alzheimer’s disease: framework and application to MRI and PET data

Jorge Samper‐Gonzàlez, Ninon Burgos, Simona Bottani, Sabrina Fontanella, Pascal Lu, Arnaud Marcoux, Alexandre Routier, Jérémy Guillon, Michael Bacci, Junhao Wen, Anne Bertrand, Hugo Bertin, Marie‐Odile Habert, Stanley Durrleman, Theodoros Evgeniou, , the Australian Imaging Biomarkers and Lifestyle flagship study of ageing2

The paper introduces a reproducible framework for evaluating AD classification methods using MRI and PET data, showing FDG PET outperforms T1 MRI and linear classifiers perform best.

bioRxiv · Apr 6, 2018Neuroscience