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Author

Maria Boulougouri

Molecular set representation learning
2024 · Maria Boulougouri, Pierre Vandergheynst, et al. · Nature Machine Intelligence · 40
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Interpretable inflammation landscape of circulating immune cells
2026 · Laura Jiménez-Gracia, Davide Maspero, et al. · Nature Medicine · 17
A global genetic interaction network by single-cell imaging and machine learning
2023 · Florian Heigwer, Christian Scheeder, et al. · Cell Systems · 15
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Thioredoxin 1 is required for stress granule assembly upon arsenite-induced oxidative stress
2021 · Bogdan Jovanovic, Nina Eiermann, et al. · Food and Chemical Toxicology · 6
A comparative analysis of gene expression profiling by statistical and machine learning approaches
2024 · Myriam Bontonou, Anaïs Haget, et al. · Bioinformatics Advances · 5
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Studying Limits of Explainability by Integrated Gradients for Gene Expression Models
2023 · Bontonou, Myriam, Haget, Anaïs, et al. · arXiv (Cornell University) · 2
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Learning gene interactions from tabular gene expression data using Graph Neural Networks
2026 · Maria Boulougouri, Mohan Vamsi Nallapareddy, et al. · bioRxiv (Cold Spring Harbor Laboratory)
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Publisher Correction: Interpretable inflammation landscape of circulating immune cells
2026 · Laura Jiménez-Gracia, Davide Maspero, et al. · Nature Medicine
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Dynamic gene network learning without priors
2026 · Maria Boulougouri, Mohan Vamsi Nallapareddy, et al. · SSRN Electronic Journal
Interpretable representation learning for biological data: from small molecules to genes
2026 · Boulougouri, Maria · Infoscience (Ecole Polytechnique Fédérale de Lausanne)
Thioredoxin 1 is a stress granule component important for cell survival upon arsenic exposure
2021 · Bogdan Jovanovic, Nina Eiermann, et al. · Free Radical Biology and Medicine
Works count: 11
Citation count: 85
H-index: 5
I10-index: 3
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