Yves Moreau

Yves Moreau

Katholieke Universiteit Leuven

H-index: 69

Europe-Belgium

About Yves Moreau

Yves Moreau, With an exceptional h-index of 69 and a recent h-index of 40 (since 2020), a distinguished researcher at Katholieke Universiteit Leuven, specializes in the field of Cheminformatics, Computational Biology, Bioinformatics, Human Genetics, Machine Learning.

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

Smoothing unadjusted Langevin algorithms for nonsmooth composite potential functions

Alleviating cell-free DNA sequencing biases with optimal transport

Gene regulatory network analysis identifies MYL1, MDH2, GLS, and TRIM28 as the principal proteins in the response of mesenchymal stem cells to Mg2+ ions

Atom-Level Optical Chemical Structure Recognition with Limited Supervision

ISN-tractor: a python library for the fast and scalable computation of biologically meaningful Individual-Specific Networks

Reply to Letter by Tellier et al.,‘Scientific refutation of ESHG statement on embryo selection’

Secure broker-mediated data analysis and prediction

Large sample size and nonlinear sparse models outline epistatic effects in inflammatory bowel disease

Yves Moreau Information

University

Position

___

Citations(all)

27836

Citations(since 2020)

11662

Cited By

20313

hIndex(all)

69

hIndex(since 2020)

40

i10Index(all)

178

i10Index(since 2020)

115

Email

University Profile Page

Katholieke Universiteit Leuven

Google Scholar

View Google Scholar Profile

Yves Moreau Skills & Research Interests

Cheminformatics

Computational Biology

Bioinformatics

Human Genetics

Machine Learning

Top articles of Yves Moreau

Title

Journal

Author(s)

Publication Date

Smoothing unadjusted Langevin algorithms for nonsmooth composite potential functions

Applied Mathematics and Computation

Susan Ghaderi

Masoud Ahookhosh

Adam Arany

Alexander Skupin

Panagiotis Patrinos

...

2024/3/1

Alleviating cell-free DNA sequencing biases with optimal transport

bioRxiv

Antoine Passemiers

Tatjana Jatsenko

Adriaan Vanderstichele

Pieter Busschaert

An Coosemans

...

2024

Gene regulatory network analysis identifies MYL1, MDH2, GLS, and TRIM28 as the principal proteins in the response of mesenchymal stem cells to Mg2+ ions

Computational and Structural Biotechnology Journal

Jalil Nourisa

Antoine Passemiers

Farhad Shakeri

Maryam Omidi

Heike Helmholz

...

2024/4/14

Atom-Level Optical Chemical Structure Recognition with Limited Supervision

arXiv preprint arXiv:2404.01743

Martijn Oldenhof

Edward De Brouwer

Adam Arany

Yves Moreau

2024/4/2

ISN-tractor: a python library for the fast and scalable computation of biologically meaningful Individual-Specific Networks

Giada Lalli

Zuqi Li

Federico Melograna

James Collier

Yves Moreau

...

2024/3/8

Reply to Letter by Tellier et al.,‘Scientific refutation of ESHG statement on embryo selection’

European Journal of Human Genetics

Francesca Forzano

Olga Antonova

Angus Clarke

Guido de Wert

Sabine Hentze

...

2023/3

Secure broker-mediated data analysis and prediction

2023/3/28

Large sample size and nonlinear sparse models outline epistatic effects in inflammatory bowel disease

Genome Biology

Nora Verplaetse

Antoine Passemiers

Adam Arany

Yves Moreau

Daniele Raimondi

2023/10/5

MetDecode: methylation-based deconvolution of cell-free DNA for non-invasive multi-cancer typing

medRxiv

Dhanya Sudhakaran

Stefania Tuveri

Antoine Passemiers

Tatjana Jatsenko

Tina Laga

...

2023

Machine learning Modeling of Time-dependent Patient Trajectories

Edward De Brouwer

Yves Moreau

2023/3/23

Melloddy: Cross-pharma federated learning at unprecedented scale unlocks benefits in qsar without compromising proprietary information

Journal of chemical information and modeling

Wouter Heyndrickx

Lewis Mervin

Tobias Morawietz

Noé Sturm

Lukas Friedrich

...

2023/8/29

Natural Lipid Extracts as an Artificial Membrane for Drug Permeability Assay: In Vitro and In Silico Characterization

Pharmaceutics

Anna Vincze

Gergely Dékány

Richárd Bicsak

András Formanek

Yves Moreau

...

2023/3/10

Industry-scale orchestrated federated learning for drug discovery

Proceedings of the AAAI Conference on Artificial Intelligence

Martijn Oldenhof

Gergely Ács

Balázs Pejó

Ansgar Schuffenhauer

Nicholas Holway

...

2023/6/26

Conformal efficiency as a metric for comparative model assessment befitting federated learning

Artificial Intelligence in the Life Sciences

Wouter Heyndrickx

Adam Arany

Jaak Simm

Anastasia Pentina

Noé Sturm

...

2023/12/1

Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection

arXiv preprint arXiv:2303.05148

Martijn Oldenhof

Adam Arany

Yves Moreau

Edward De Brouwer

2023/3/9

Nonlinear data fusion over Entity–Relation graphs for Drug–Target Interaction prediction

Bioinformatics

Eugenio Mazzone

Yves Moreau

Piero Fariselli

Daniele Raimondi

2023/6/1

The Journey of Data Within a Global Data Sharing Initiative: A Federated 3-Layer Data Analysis Pipeline to Scale Up Multiple Sclerosis Research

JMIR Medical Informatics

Ashkan Pirmani

Edward De Brouwer

Lotte Geys

Tina Parciak

Yves Moreau

...

2023/11/9

Correction to: Reply to Letter by Tellier et al.,‘Scientific refutation of ESHG statement on embryo selection’

European Journal of Human Genetics

Francesca Forzano

Olga Antonova

Angus Clarke

Guido de Wert

Sabine Hentze

...

2023/3

How good neural networks interpretation methods really are? a quantitative benchmark

arXiv preprint arXiv:2304.02383

Antoine Passemiers

Pietro Folco

Daniele Raimondi

Giovanni Birolo

Yves Moreau

...

2023/4/5

Genome interpretation in a federated learning context allows the multi-center exome-based risk prediction of Crohn’s disease patients

Scientific Reports

Daniele Raimondi

Haleh Chizari

Nora Verplaetse

Britt-Sabina Löscher

Andre Franke

...

2023/11/9

See List of Professors in Yves Moreau University(Katholieke Universiteit Leuven)