Pierre Machart

Statistics

Publications

Citations

510

H-Index

Active since

2012

Affiliations

University Medical Center Hamburg-Eppendorf(Current)

Universität Hamburg

Innate Pharma (France)

Laboratoire d’Informatique Fondamentale de Marseille

Pierre Machart is an author at University Medical Center Hamburg-Eppendorf specializing in machine learning, bioinformatics, and single-cell genomics.

ORCID

Publications per year

2012–2024

Publications

Realistic in silico generation and augmentation of single-cell RNA-seq data using generative adversarial networks

Pierre Machart, V. Bansal, Christoph Kilian et al. · Nature Communications · 2020 · 262 citations · Full text

Life Sciences, Bioinformatics, Cell Biology +16

On TCR binding predictors failing to generalize to unseen peptides

Filippo Grazioli, Anja Mösch, Pierre Machart et al. · Frontiers in Immunology · 2022 · 89 citations · Full text

Pharmacy, Computer Science, Immunology +17

Algorithmic advances in machine learning for single-cell expression analysis

Sergio Oller Moreno, Karin Kloiber, Pierre Machart et al. · Current Opinion in Systems Biology · 2021 · 41 citations · Full text

Life Sciences, Bioinformatics, Cell Biology +15

DISCERN: deep single-cell expression reconstruction for improved cell clustering and cell subtype and state detection

Fabian Hausmann, Can Ergen, Robin Khatri et al. · Genome biology · 2023 · 26 citations · Full text

Life Sciences, Bioinformatics, Immunology +17

Confusion Matrix Stability Bounds for Multiclass Classification

Pierre Machart, Liva Ralaivola · arXiv (Cornell University) · 2012 · 22 citations · Full text

Computing, Computer Science, Data Science +16

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