Jean-Philippe Vert

Chief R&D officer

Owkin Inc

France

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Jean-Philippe Vert is the Chief R&D officer at Owkin Inc, based in France. His research focuses on single-cell genomics, machine learning applications in drug discovery, and novel methods for data analysis in genomics. Recent publications include work on multimodal data integration, protein sequence alignment, and epistasis detection in genome-wide studies.

Articles (8)

Year:

2023

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2023

Year:

2023

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2021

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2021

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2020

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2020

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2020

Collaborators (3)

Gang Li

University of Washington

UNITED STATES

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William Stafford Noble

UNITED STATES

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Ran Zhang

Assistant Professor

University of North Carolina at Chapel Hill

UNITED STATES

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Jean-Philippe Vert

Research Interests

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Articles (8)

LSMMD-MA: scaling multimodal data integration for single-cell genomics data analysis

How will generative AI disrupt data science in drug discovery?

Deep embedding and alignment of protein sequences

CloneSig can jointly infer intra-tumor heterogeneity and mutational signature activity in bulk tumor sequencing data

Machine learning for single-cell genomics data analysis

Tuning parameters of dimensionality reduction methods for single-cell RNA-seq analysis

Novel methods for epistasis detection in genome-wide association studies

Gene regulation inference from single-cell RNA-seq data with linear differential equations and velocity inference

Collaborators (3)

Gang Li

William Stafford Noble

Ran Zhang

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