Gregoire Montavon
Berlin, BE, Germany
Last Updated: 09/26/2026
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Found 23 publications
Prediction of hypertension and restenosis under guideline-directed management in aortic coarctation: development and validation of machine-learning models.
Journal: EClinicalMedicine
Published: January 23, 2026
Wasserstein Distances Made Explainable: Insights Into Dataset Shifts and Transport Phenomena.
Journal: IEEE transactions on pattern analysis and machine intelligence
Published: January 22, 2026
Large language models enable prognostic stratification of cancer patients using real-world clinical notes.
Journal: PLOS digital health
Published: October 30, 2025
Neural interaction explainable AI predicts drug response across cancers.
Journal: NAR cancer
Published: February 26, 2025
Analyzing Atomic Interactions in Molecules as Learned by Neural Networks.
Journal: Journal of chemical theory and computation
Published: January 10, 2025
Historical insights at scale: A corpus-wide machine learning analysis of early modern astronomic tables.
Journal: Science advances
Published: October 23, 2024
Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces.
Journal: IEEE transactions on pattern analysis and machine intelligence
Published: April 12, 2024
Explainable artificial intelligence in pathology
Journal: Pathologie (Heidelberg, Germany)
Published: January 19, 2024
Toward Explainable Artificial Intelligence for Precision Pathology.
Journal: Annual review of pathology
Published: October 23, 2023
Single-cell gene regulatory network prediction by explainable AI.
Journal: Nucleic acids research
Published: September 07, 2022
From Clustering to Cluster Explanations via Neural Networks.
Journal: IEEE transactions on neural networks and learning systems
Published: July 07, 2022
Last Updated: 09/26/2026