Edouard Melhman

Also affiliated with École Polytechnique, Centre de Mathématiques Appliquées de l'École polytechnique, Laboratoire de Biologie et Pharmacologie Appliquée

Biochemistry, Genetics and Molecular BiologyComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Papers

Driven by 3 papers. Top paper: “A Python library for probabilistic analysis of single-cell omics data”.

A Python library for probabilistic analysis of single-cell omics data

Nature Biotechnology(2022)10.1038/s41587-021-01206-w

N/A

9.4DataRank · unranked

825 citations

Romain Lopez, Galen Xing, Pierre Boyeau, Valeh Valiollah Pour Amiri, Justin Hong +24 more

scvi-tools: a library for deep probabilistic analysis of single-cell omics data

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.04.28.441833

N/A

2.3DataRank · unranked

72 citations

Romain Lopez, Galen Xing, Pierre Boyeau, Katherine Wu, Michael Jayasuriya +20 more

Probabilistic harmonization and annotation of single‐cell transcriptomics data with deep generative models

Molecular Systems Biology(2021)10.15252/msb.20209620

N/A

0.988DataRank · unranked

725 citations

Romain Lopez, Edouard Melhman, Jeffrey Regier, Michael I. Jordan, Nir Yosef +1 more