Publications by authors named "Pierre Machart"

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Assessing the generalization capabilities of TCR binding predictors via peptide distance analysis.
Leonardo V Castorina, Filippo Grazioli, Pierre Machart, Anja Mösch, Federico Errica

PLoS One· May 2025

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NeoAgDT: optimization of personal neoantigen vaccine composition by digital twin simulation of a cancer cell population.
Anja Mösch, Filippo Grazioli, Pierre Machart, Brandon Malone

Bioinformatics· May 2024

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DISSECT: deep semi-supervised consistency regularization for accurate cell type fraction and gene expression estimation.
Robin Khatri, Pierre Machart, Stefan Bonn

Genome Biol· April 2024

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DISCERN: deep single-cell expression reconstruction for improved cell clustering and cell subtype and state detection.
Fabian Hausmann, Can Ergen, Robin Khatri, Matteo Marouf, Sonja Hänzelmann, Pierre Machart

Genome Biol· September 2023

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Attentive Variational Information Bottleneck for TCR-peptide interaction prediction.
Filippo Grazioli, Pierre Machart, Anja Mösch, Kai Li, Leonardo V Castorina

Bioinformatics· January 2023

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On TCR binding predictors failing to generalize to unseen peptides.
Filippo Grazioli, Anja Mösch, Pierre Machart, Kai Li, Israa Alqassem

Front Immunol· November 2022

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Realistic in silico generation and augmentation of single-cell RNA-seq data using generative adversarial networks.
Matteo Marouf, Pierre Machart, Vikas Bansal, Christoph Kilian, Daniel S Magruder

Nat Commun· January 2020

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