Laura Cantini

Laura Cantini

École Normale Supérieure

H-index: 15

Europe-France

About Laura Cantini

Laura Cantini, With an exceptional h-index of 15 and a recent h-index of 14 (since 2020), a distinguished researcher at École Normale Supérieure, specializes in the field of single-cell, machine learning, network theory, genomics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Molecular mechanisms reconstruction from single-cell multi-omics data with HuMMuS

Microglia maintain structural integrity during fetal brain morphogenesis

scConfluence: single-cell diagonal integration with regularized Inverse Optimal Transport on weakly connected features

Paired single-cell multi-omics data integration with Mowgli

Unsupervised ground metric learning using wasserstein singular vectors

Optimal transport improves cell–cell similarity inference in single-cell omics data

Evaluating the reproducibility of single-cell gene regulatory network inference algorithms

Benchmarking joint multi-omics dimensionality reduction approaches for the study of cancer

Laura Cantini Information

University

Position

Chargé de Recherce CNRS, Computational Systems Biology Team at IBENS, UMR8197

Citations(all)

891

Citations(since 2020)

774

Cited By

378

hIndex(all)

15

hIndex(since 2020)

14

i10Index(all)

17

i10Index(since 2020)

15

Email

University Profile Page

École Normale Supérieure

Google Scholar

View Google Scholar Profile

Laura Cantini Skills & Research Interests

single-cell

machine learning

network theory

genomics

Top articles of Laura Cantini

Title

Journal

Author(s)

Publication Date

Molecular mechanisms reconstruction from single-cell multi-omics data with HuMMuS

Bioinformatics

Remi Trimbour

Ina Maria Deutschmann

Laura Cantini

2024/3/9

Microglia maintain structural integrity during fetal brain morphogenesis

Cell

Akindé René Lawrence

Alice Canzi

Cécile Bridlance

Nicolas Olivié

Claire Lansonneur

...

2024/2/15

scConfluence: single-cell diagonal integration with regularized Inverse Optimal Transport on weakly connected features

bioRxiv

Jules Samaran

Gabriel Peyre

Laura Cantini

2024

Paired single-cell multi-omics data integration with Mowgli

Nature Communications

Geert-Jan Huizing

Ina Maria Deutschmann

Gabriel Peyré

Laura Cantini

2023/11/24

Unsupervised ground metric learning using wasserstein singular vectors

Geert-Jan Huizing

Laura Cantini

Gabriel Peyré

2022/6/28

Optimal transport improves cell–cell similarity inference in single-cell omics data

Bioinformatics

Geert-Jan Huizing

Gabriel Peyré

Laura Cantini

2022/4/15

Evaluating the reproducibility of single-cell gene regulatory network inference algorithms

Frontiers in genetics

Yoonjee Kang

Denis Thieffry

Laura Cantini

2021/3/22

Benchmarking joint multi-omics dimensionality reduction approaches for the study of cancer

Nature communications

Laura Cantini

Pooya Zakeri

Celine Hernandez

Aurelien Naldi

Denis Thieffry

...

2021/1/5

An integrated analysis of mirna and gene expression changes in response to an obesogenic diet to explore the impact of transgenerational supplementation with omega 3 fatty acids

Nutrients

Karla Fabiola Corral-Jara

Laura Cantini

Nathalie Poupin

Tao Ye

Jean Paul Rigaudière

...

2020/12/17

Collective intelligence defines biological functions in Wikipedia as communities in the hidden protein connection network

PLoS Computational Biology

Andrei Zinovyev

Urszula Czerwinska

Laura Cantini

Emmanuel Barillot

Klaus M Frahm

...

2020/2/18

Interpreting pathways to discover cancer driver genes with Moonlight

Nature communications

Antonio Colaprico

Catharina Olsen

Matthew H Bailey

Gabriel J Odom

Thilde Terkelsen

...

2020/1/3

See List of Professors in Laura Cantini University(École Normale Supérieure)

Co-Authors

H-index: 61
Santo Fortunato

Santo Fortunato

Indiana University Bloomington

H-index: 32
Duccio Fanelli

Duccio Fanelli

Università degli Studi di Firenze

H-index: 31
Claudio Isella

Claudio Isella

Università degli Studi di Torino

H-index: 26
ELISA FICARRA

ELISA FICARRA

Politecnico di Torino

H-index: 17
Luigi Barletti

Luigi Barletti

Università degli Studi di Firenze

H-index: 16
Malbor Asllani

Malbor Asllani

University College Dublin

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