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Pierre Machart

nec corporation

10H-index
27Paper Count
513Citation Count
Published Papers 6
Publication Date
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Assessing the generalization capabilities of TCR binding predictors via peptide distance analysis
errPLOS ONE
IF2.6
err2025-05-20
err0
errOAAI
errCastorina, Leonardo V.; Grazioli, Filippo; Machart, Pierre; Moesch, Anja; Errica, Federico
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DISSECT: deep semi-supervised consistency regularization for accurate cell type fraction and gene expression estimation
errGENOME BIOLOGY
IF9.4
err2024-04-30
err1
errOAAI
errKhatri, Robin; Machart, Pierre; Bonn, Stefan
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errSave
DISCERN: deep single-cell expression reconstruction for improved cell clustering and cell subtype and state detection
errGENOME BIOLOGY
IF9.4
err2023-09-20
err5
errOAAI
errHausmann, Fabian; Ergen, Can; Khatri, Robin; Marouf, Mohamed; Haenzelmann, Sonja; Gagliani, Nicola; Huber, Samuel; Machart, Pierre; Bonn, Stefan
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On TCR binding predictors failing to generalize to unseen peptides
errFRONTIERS IN IMMUNOLOGY
IF5.9
err2022-10-21
err28
errOAAI
errGrazioli, Filippo; Moesch, Anja; Machart, Pierre; Li, Kai; Alqassem, Israa; O'Donnell, Timothy J.; Min, Martin Renqiang
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Algorithmic advances in machine learning for single-cell expression analysis
errCURRENT OPINION IN SYSTEMS BIOLOGY
IF2.2
err2021-03-01
err24
errOAAI
errOller-Moreno, Sergio; Kloiber, Karin; Machart, Pierre; Bonn, Stefan
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errSave
Realistic in silico generation and augmentation of single-cell RNA-seq data using generative adversarial networks
errNATURE COMMUNICATIONS
IF15.7
err2020-01-09
err116
errOAAI
errMarouf, Mohamed; Machart, Pierre; Bansal, Vikas; Kilian, Christoph; Magruder, Daniel S.; Krebs, Christian F.; Bonn, Stefan
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Research Directions

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Co-authors
Cooperation Journals
V
V. Bansal
H-index: 105 · Papers: 624
S
Samuel Huber
H-index: 57 · Papers: 358
N
Nicola Gagliani
H-index: 55 · Papers: 221
S
Stefan Bonn
H-index: 41 · Papers: 264
K
Kai Li
H-index: 38 · Papers: 189
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