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A. Grigis · SciRah

Researcher profile · Semantic Scholar

A. Grigis

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A. Grigis — researcher profile on SciRah

h-index: 16
Works: 66
Citations: 854

Most-cited papers

Accelerating the Evolution of Nonhuman Primate Neuroimaging
M. Milham, C. Petkov, D. Margulies, C. Schroeder +137 more
2020Neuron101 citations Open access
Semantic Scholar
Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification
Benoit Dufumier, P. Gori, J. Victor, A. Grigis +9 more
2021International Conference on Medical Image Computing and Computer-Assisted Intervention90 citations Open access
Semantic Scholar
Increased and decreased superficial white matter structural connectivity in schizophrenia and bipolar disorder
E. Ji, P. Guevara, M. Guevara, A. Grigis +10 more
2018bioRxiv71 citations Open access
Semantic Scholar
OpenBHB: a Large-Scale Multi-Site Brain MRI Data-set for Age Prediction and Debiasing
Benoit Dufumier, A. Grigis, J. Victor, Corentin Ambroise +2 more
2022NeuroImage64 citations Open access
Semantic Scholar
“Plis de passage” Deserve a Role in Models of the Cortical Folding Process
J. F. Mangin, Y. le Guen, N. Labra, A. Grigis +7 more
2019Brain Topography54 citations Open access
Semantic Scholar
Prospective cohort study of early biosignatures of response to lithium in bipolar-I-disorders: overview of the H2020-funded R-LiNK initiative
Jan Scott, D. Hidalgo-Mazzei, R. Strawbridge, A. Young +57 more
2019International Journal of Bipolar Disorders53 citations Open access
Semantic Scholar
Object Detection Improves Tumour Segmentation in MR Images of Rare Brain Tumours
Hamza Chegraoui, C. Philippe, V. Dangouloff-Ros, A. Grigis +5 more
2021Cancers33 citations Open access
Semantic Scholar
The chaotic morphology of the left superior temporal sulcus is genetically constrained
Yann Le Guen, F. Leroy, G. Auzias, D. Rivière +5 more
2018NeuroImage32 citations
Semantic Scholar
Pypreclin: An automatic pipeline for macaque functional MRI preprocessing
Jordy Tasserie, A. Grigis, L. Uhrig, M. Dupont +2 more
2019NeuroImage30 citations Open access
Semantic Scholar
eQTL of KCNK2 regionally influences the brain sulcal widening: evidence from 15,597 UK Biobank participants with neuroimaging data
Yann Le Guen, C. Philippe, D. Rivière, H. Lemaître +5 more
2018Brain Structure and Function29 citations Open access
Semantic Scholar
Benchmarking CNN on 3D Anatomical Brain MRI: Architectures, Data Augmentation and Deep Ensemble Learning
Benoit Dufumier, P. Gori, Ilaria Battaglia, J. Victor +2 more
2021arXiv.org27 citations
Semantic Scholar
Relationships between Regional Radiation Doses and Cognitive Decline in Children Treated with Cranio-Spinal Irradiation for Posterior Fossa Tumors
Elodie Doger de Speville, C. Robert, Martín Pérez-Guevara, A. Grigis +13 more
2017Frontiers in Oncology24 citations Open access
Semantic Scholar
Prospective Associations Between Diffusion Tensor Imaging Parameters and Frailty in Older Adults
M. Maltais, Philipe Souto Barreto, Lisa Perus, J. F. Mangin +7 more
2020Journal of The American Geriatrics Society22 citations
Semantic Scholar
Longitudinal Study of Irradiation-Induced Brain Microstructural Alterations With S-Index, a Diffusion MRI Biomarker, and MR Spectroscopy.
E. Pérès, O. Etienne, A. Grigis, F. Boumezbeur +2 more
2018International Journal of Radiation Oncology, Biology, Physics20 citations Open access
Semantic Scholar
Exploring the potential of representation and transfer learning for anatomical neuroimaging: Application to psychiatry
Benoit Dufumier, Pietro Gori, Sara Petiton, Robin Louiset +3 more
2024NeuroImage17 citations Open access
Semantic Scholar
Understanding the relationship between cerebellar structure and social abilities
Yannis Elandaloussi, D. Floris, P. Coupé, E. Duchesnay +8 more
2023Molecular Autism17 citations Open access
Semantic Scholar
Multimodal MRI radiomic models to predict genomic mutations in diffuse intrinsic pontine glioma with missing imaging modalities
F. Khalid, Jessica Goya-Outi, Thibault Escobar, V. Dangouloff-Ros +6 more
2023Frontiers in Medicine14 citations Open access
Semantic Scholar
Imaging the aging brain: study design and baseline findings of the SENIOR cohort
A. Haeger, J. F. Mangin, A. Vignaud, C. Poupon +24 more
2020Alzheimer's Research & Therapy14 citations Open access
Semantic Scholar
Cortical signatures in behaviorally clustered autistic traits subgroups: a population-based study
A. Mihailov, C. Philippe, A. Gloaguen, A. Grigis +4 more
2020Translational Psychiatry13 citations Open access
Semantic Scholar
SepVAE: a contrastive VAE to separate pathological patterns from healthy ones
Robin Louiset, E. Duchesnay, A. Grigis, Benoit Dufumier +1 more
2023International Conference on Medical Imaging with Deep Learning12 citations Open access
Semantic Scholar
A fast and robust hippocampal subfields segmentation: HSF revealing lifespan volumetric dynamics
Clément Poiret, Antoine Bouyeure, Sandesh Patil, A. Grigis +5 more
2023Frontiers in Neuroinformatics12 citations Open access
Semantic Scholar
Disentangling the variability of the superficial white matter organization using regional-tractogram-based population stratification
M. Guevara, Zhong-Yi Sun, P. Guevara, D. Rivière +3 more
2022NeuroImage11 citations Open access
Semantic Scholar
Prospective associations between physical activity levels and white matter integrity in older adults: results from the MAPT study.
M. Maltais, Y. Rolland, Katherine Boisvert-Vigneault, Lisa Perus +8 more
2020Maturitas11 citations
Semantic Scholar
Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels
Benoit Dufumier, P. Gori, J. Victor, A. Grigis +1 more
2021arXiv.org9 citations
Semantic Scholar
Separating common from salient patterns with Contrastive Representation Learning
Robin Louiset, Edouard Duchesnay, A. Grigis, Pietro Gori
2024International Conference on Learning Representations7 citations
Semantic Scholar
Deep learning models reveal the link between dynamic brain connectivity patterns and states of consciousness
C. Gomez, L. Uhrig, V. Frouin, Edouard Duchesnay +2 more
2024Scientific Reports7 citations Open access
Semantic Scholar
Cerebellum and social abilities: A structural and functional connectivity study in a transdiagnostic sample
Y. Kong, Mathilde Roser, I. Bègue, Yannis Elandaloussi +6 more
2024Human Brain Mapping7 citations Open access
Semantic Scholar
Irritability Is Associated With Decreased Cortical Surface Area and Anxiety With Decreased Gyrification During Brain Development
C. Piguet, A. Mihailov, A. Grigis, C. Laidi +2 more
2021Frontiers in Psychiatry6 citations Open access
Semantic Scholar
Heritability of surface area and cortical thickness: a comparison between the Human Connectome Project and the UK Biobank dataset
Yann Le Guen, Slim Karkar, A. Grigis, C. Philippe +2 more
2019IEEE International Symposium on Biomedical Imaging5 citations
Semantic Scholar
Can we Agree? On the Rash\=omon Effect and the Reliability of Post-Hoc Explainable AI
Clément Poiret, A. Grigis, Justin Thomas, M. Noulhiane
20234 citations
Semantic Scholar
Can we Agree? On the Rashōmon Effect and the Reliability of Post-Hoc Explainable AI
Clément Poiret, A. Grigis, Justin Thomas, M. Noulhiane
2023arXiv.org4 citations Open access
Semantic Scholar
UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning
Robin Louiset, P. Gori, Benoit Dufumier, J. Houenou +2 more
2021ECML/PKDD4 citations Open access
Semantic Scholar
Predicting Cortical Signatures of Consciousness using Dynamic Functional Connectivity Graph-Convolutional Neural Networks
A. Grigis, C. Gomez, Jordy Tasserie, Corentin Ambroise +3 more
2020bioRxiv4 citations Open access
Semantic Scholar
Attention-gated 3D CapsNet for robust hippocampal segmentation
Clément Poiret, Antoine Bouyeure, Sandesh Patil, Cécile Boniteau +4 more
2024Journal of Medical Imaging3 citations Open access
Semantic Scholar
Asynchronous neural maturation predicts transition to psychosis
A. Iftimovici, J. Bourgin, J. Houenou, O. Gay +5 more
2023Psychiatry and Clinical Neurosciences3 citations Open access
Semantic Scholar
Interpretable Signature of Consciousness in Resting-State Functional Network Brain Activity
A. Grigis, C. Gomez, V. Frouin, L. Uhrig +1 more
2022International Conference on Medical Image Computing and Computer-Assisted Intervention3 citations
Semantic Scholar
Re: Prospective Associations between Diffusion Tensor Imaging Parameters and Frailty in Older Adults.
M. Maltais, Philipe Souto Barreto, Lisa Perus, J. F. Mangin +7 more
2020Journal of The American Geriatrics Society3 citations Open access
Semantic Scholar
Automatic discovery of disease subgroups by contrasting with healthy controls
Robin Louiset, Edouard Duchesnay, Benoit Dufumier, A. Grigis +1 more
2026Data mining and knowledge discovery2 citations Open access
Semantic Scholar
How and Why Does Deep Ensemble Coupled with Transfer Learning Increase Performance in Bipolar Disorder and Schizophrenia Classification?
Sara Petiton, A. Grigis, Benoit Dufumier, Edouard Duchesnay
2024IEEE International Symposium on Biomedical Imaging2 citations Open access
Semantic Scholar
MixUp Brain-Cortical Augmentations in Self-supervised Learning
Corentin Ambroise, V. Frouin, Benoit Dufumier, E. Duchesnay +1 more
2023MLCN@MICCAI2 citations Open access
Semantic Scholar
Characterization of Brain Activity Patterns Across States of Consciousness Based on Variational Auto-Encoders
C. Gomez, A. Grigis, L. Uhrig, B. Jarraya
2022International Conference on Medical Image Computing and Computer-Assisted Intervention2 citations
Semantic Scholar
Imaging the aging brain: study design and baseline findings of the SENIOR cohort
A. Haeger, J. F. Mangin, A. Vignaud, C. Poupon +25 more
2020Alzheimer's Research & Therapy2 citations Open access
Semantic Scholar
T145. ALTERATIONS IN SUPERFICIAL WHITE MATTER IN THE FRONTAL CORTEX IN SCHIZOPHRENIA: A DWI STUDY USING A NOVEL ATLAS
E. Ji, S. Samuel, M. Leboyer, M. Guevara +4 more
2018Schizophrenia bulletin2 citations Open access
Semantic Scholar
Supervised Diagnosis Prediction from Cortical Sulci: Toward the Discovery of Neurodevelopmental Biomarkers in Mental Disorders
Pierre Auriau, A. Grigis, Benoit Dufumier, Robin Louiset +4 more
2024IEEE International Symposium on Biomedical Imaging1 citations Open access
Semantic Scholar
Revisiting the standard for modeling functional brain network activity: Application to consciousness
A. Grigis, C. Gomez, V. Frouin, Edouard Duchesnay +2 more
2024PLoS ONE1 citations Open access
Semantic Scholar
Multi-View Variational Autoencoders Allow for Interpretability Leveraging Digital Avatars: Application to the HBN Cohort
Corentin Ambroise, A. Grigis, E. Duchesnay, V. Frouin
2023IEEE International Symposium on Biomedical Imaging1 citations Open access
Semantic Scholar
T240. Relationship Between Cognitive Performance and Superficial White Matter Integrity in the Cingulate Cortex in Schizophrenia: A DWI Study Using a Novel Atlas
E. Ji, S. Sarrazin, M. Leboyer, M. Guevara +4 more
20181 citations
Semantic Scholar
Neurogenetic correlates of dimensional mood variation in the general population: a UK Biobank study
J. Delages, U. Boureau, B. Cogneau, V. Frouin +5 more
2026Neuroscience Applied0 citations Open access
Semantic Scholar
Early life stress alters lifespan trajectories of amygdala development: a cross-species model of amygdala burnout
M. Sheppard, J. Rasgado-Toledo, L. A. Trujillo Villarreal, M. C. Litwińczuk +24 more
2026bioRxiv0 citations Open access
Semantic Scholar
Decoding cortical folding with deep learning: toward neurodevelopmental biomarkers of psychiatric disorders.
Pierre Auriau, A. Grigis, J. Mangin, J. Chavas +8 more
2026Journal of neural transmission0 citations Open access
Semantic Scholar

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