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Scientific Data|April 13, 2019
A statistical atlas of cerebral arteries generated using multi-center MRA datasets from healthy subjectsPauline Mouches, Nils D ForkertJournal of Medical Imaging (Bellingham, Wash.)|September 1, 2022
Fairness-related performance and explainability effects in deep learning models for brain image analysisEmma A M Stanley, Matthias Wilms, Pauline Mouches, et al.Frontiers in Neurology|January 2, 2023
Multimodal brain age prediction fusing morphometric and imaging data and association with cardiovascular risk factorsPauline Mouches, Matthias Wilms, Agampreet Aulakh, et al.Human Brain Mapping|February 9, 2022
Multimodal biological brain age prediction using magnetic resonance imaging and angiography with the identification of predictive regionsPauline Mouches, Matthias Wilms, Deepthi Rajashekar, et al.Neuroimage|October 12, 2020
Detecting brain network communities: Considering the role of information flow and its different temporal scalesLazaro M Sanchez-Rodriguez, Yasser Iturria-Medina, Pauline Mouches, et al.Scientific Reports|June 11, 2021
Influence of cardiovascular risk-factors on morphological changes of cerebral arteries in healthy adults across the life spanPauline Mouches, Sönke Langner, Martin Domin, et al.Journal of the American Medical Informatics Association : JAMIA|October 26, 2022
An analysis of the effects of limited training data in distributed learning scenarios for brain age predictionRaissa Souza, Pauline Mouches, Matthias Wilms, et al.Frontiers in Aging Neuroscience|September 8, 2022
An exploratory causal analysis of the relationships between the brain age gap and cardiovascular risk factorsPauline Mouches, Matthias Wilms, Jordan J Bannister, et al.Neuroinformatics|September 9, 2022
Dementia in Convolutional Neural Networks: Using Deep Learning Models to Simulate Neurodegeneration of the Visual SystemJasmine A Moore, Anup Tuladhar, Zahinoor Ismail, et al.Brain Structure & Function|May 30, 2026
Automated interictal epileptic spike detection from simple and noisy annotations in MEG dataPauline Mouches, Julien Jung, Armand Demasson, et al.Pageof 3