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Yves Moreau

ku leuven

67H-index
608Paper Count
2.2WCitation Count
Published Papers 117
Publication Date
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A Comparative Study of QSPR Methods on a Unique Multitask PAMPA Data Set
errJournal of Chemical Information and Modeling
IF5.3
err2026-04-24
err0
PREAI
errAndrás Formanek; Anna Vincze; Richárd Bicsak; György T. Balogh; Yves Moreau; Ádám Arany
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WiNGS-API: a federated genome/phenome data sharing platform enabling gene discovery and variant classification for rare diseases
errGenome Medicine
IF11.2
err2026-03-26
err0
errOAAI
errNishkala Sattanathan; Benjamin Huremagic; Joris Robert Vermeesch; Yves Moreau; Geert Vandeweyer
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errSave
JINet: easy and secure private data analysis for everyone
errBMC Bioinformatics
IF3.3
err2025-10-18
err0
errOAAI
errGiada Lalli; James Collier; Yves Moreau; Daniele Raimondi
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MINDDS-connect: a federated data platform integrating biobanks for meta cohort building and analysis
errEuropean Journal of Human Genetics
IF4.6
err2025-08-20
err0
errOAAI
errBenjamin Huremagic; Nishkala Sattanathan; Mathilde Geysens; Janet Harwood; Jente Verbesselt; Senne Meynants; Ann Swillen; Kris Van Den Bogaert; Danijela Drakulic; Goran Cuturilo; Thérèse van Amelsvoort; David Linden; Natália Oliva-Teles; Paula Jorge; Marianne B. M. van den Bree; Jessica H. Hall; Haleh Chizari; Amin Ardeshirdavani; Adrian J. Harwood; Geert Vandeweyer; Yves Moreau; Joris Robert Vermeesch
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Personalized federated learning for predicting disability progression in multiple sclerosis using real-world routine clinical data
errnpj Digital Medicine
IF15.1
err2025-07-24
err0
errOAAI
errAshkan Pirmani; Edward De Brouwer; Ádám Arany; Martijn Oldenhof; Antoine Passemiers; Axel Faes; Tomas Kalincik; Serkan Ozakbas; Riadh Gouider; Barbara Willekens; Dana Horakova; Eva Kubala Havrdova; Francesco Patti; Alexandre Prat; Alessandra Lugaresi; Valentina Tomassini; Pierre Grammond; Elisabetta Cartechini; Izanne Roos; Cavit Boz; Raed Alroughani; Maria Pia Amato; Katherine Buzzard; Jeannette Lechner-Scott; Joana Guimarães; Claudio Solaro; Oliver Gerlach; Aysun Soysal; Jens Kuhle; Jose Luis Sanchez-Menoyo; Daniele Spitaleri; Tunde Csepany; Bart Van Wijmeersch; Radek Ampapa; Julie Prevost; Samia J. Khoury; Vincent Van Pesch; Nevin John; Davide Maimone; Bianca Weinstock-Guttman; Guy Laureys; Pamela McCombe; Yolanda Blanco; Ayse Altintas; Abdullah Al-Asmi; Justin Garber; Anneke Van der Walt; Helmut Butzkueven; Koen de Gans; Csilla Rozsa; Bruce Taylor; Talal Al-Harbi; Attila Sas; Cecilia Rajda; Orla Gray; Danny Decoo; William M. Carroll; Allan G. Kermode; Marzena Fabis-Pedrini; Deborah Mason; Angel Perez-Sempere; Mihaela Simu; Neil Shuey; Bhim Singhal; Marija Cauchi; Todd A. Hardy; Sudarshini Ramanathan; Patrice Lalive; Carmen-Adella Sirbu; Stella Hughes; Tamara Castillo Trivino; Liesbet M. Peeters; Yves Moreau
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Genomic prediction with kinship-based multiple kernel learning produces hypothesis on the underlying inheritance mechanisms of phenotypic traits
errGENOME BIOLOGY
IF9.4
err2025-04-04
err0
errOAAI
errRaimondi, Daniele; Verplaetse, Nora; Passemiers, Antoine; Jans, Deborah Sarah; Cleynen, Isabelle; Moreau, Yves
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The specification game: rethinking the evaluation of drug response prediction for precision oncology
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2025-03-14
err0
errOAAI
errCodice, Francesco; Pancotti, Corrado; Rollo, Cesare; Moreau, Yves; Fariselli, Piero; Raimondi, Daniele
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Achieving well-informed decision-making in drug discovery: a comprehensive calibration study using neural network-based structure-activity models
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2025-03-05
err0
errOAAI
errFriesacher, Hannah Rosa; Engkvist, Ola; Mervin, Lewis; Moreau, Yves; Arany, Adam
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errSave
A quantitative benchmark of neural network feature selection methods for detecting nonlinear signals
errSCIENTIFIC REPORTS
IF3.9
err2024-12-28
err1
errOAAI
errPassemiers, Antoine; Folco, Pietro; Raimondi, Daniele; Birolo, Giovanni; Moreau, Yves; Fariselli, Piero
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A python library for the fast and scalable computation of biologically meaningful individual specific networks
errSCIENTIFIC REPORTS
IF3.9
err2024-08-06
err0
errOAAI
errLalli, Giada; Li, Zuqi; Melograna, Federico; Collier, James; Moreau, Yves; Raimondi, Daniele; Van Steen, Kristel
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errSave
Biologically meaningful genome interpretation models to address data underdetermination for the leaf and seed ionome prediction in Arabidopsis thaliana
errSCIENTIFIC REPORTS
IF3.9
err2024-06-08
err1
errOAAI
errRaimondi, Daniele; Passemiers, Antoine; Verplaetse, Nora; Corso, Massimiliano; Ferrero-Serrano, Angel; Nazzicari, Nelson; Biscarini, Filippo; Fariselli, Piero; Moreau, Yves
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Smoothing unadjusted Langevin algorithms for nonsmooth composite potential functions
errAPPLIED MATHEMATICS AND COMPUTATION
IF3.4
err2024-03-01
err2
PREAI
errGhaderi, Susan; Ahookhosh, Masoud; Arany, Adam; Skupin, Alexander; Patrinos, Panagiotis; Moreau, Yves
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The Journey of Data Within a Global Data Sharing Initiative: A Federated 3-Layer Data Analysis Pipeline to Scale Up Multiple Sclerosis Research
errJMIR MEDICAL INFORMATICS
IF3.8
err2023-11-09
err2
errOAAI
errPirmani, Ashkan; De Brouwer, Edward; Geys, Lotte; Parciak, Tina; Moreau, Yves; Peeters, Liesbet M.
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errSave
Genome interpretation in a federated learning context allows the multi-center exome-based risk prediction of Crohn's disease patients
errSCIENTIFIC REPORTS
IF3.9
err2023-11-09
err3
errOAAI
errRaimondi, Daniele; Chizari, Haleh; Verplaetse, Nora; Loescher, Britt-Sabina; Franke, Andre; Moreau, Yves
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Large sample size and nonlinear sparse models outline epistatic effects in inflammatory bowel disease
errGENOME BIOLOGY
IF9.4
err2023-10-05
err4
errOAAI
errVerplaetse, Nora; Passemiers, Antoine; Arany, Adam; Moreau, Yves; Raimondi, Daniele
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errSave
MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2023-08-29
err34
errOAAI
errHeyndrickx, Wouter; Mervin, Lewis; Morawietz, Tobias; Sturm, Noe; Friedrich, Lukas; Zalewski, Adam; Pentina, Anastasia; Humbeck, Lina; Oldenhof, Martijn; Niwayama, Ritsuya; Schmidtke, Peter; Fechner, Nikolas; Simm, Jaak; Arany, Adam; Drizard, Nicolas; Jabal, Rama; Afanasyeva, Arina; Loeb, Regis; Verma, Shlok; Harnqvist, Simon; Holmes, Matthew; Pejo, Balazs; Telenczuk, Maria; Holway, Nicholas; Dieckmann, Arne; Rieke, Nicola; Zumsande, Friederike; Clevert, Djork-Arne; Krug, Michael; Luscombe, Christopher; Green, Darren; Ertl, Peter; Antal, Peter; Marcus, David; Do Huu, Nicolas; Fuji, Hideyoshi; Pickett, Stephen; Acs, Gergely; Boniface, Eric; Beck, Bernd; Sun, Yax; Gohier, Arnaud; Rippmann, Friedrich; Engkvist, Ola; Goeller, Andreas H.; Moreau, Yves; Galtier, Mathieu N.; Schuffenhauer, Ansgar; Ceulemans, Hugo
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Natural Lipid Extracts as an Artificial Membrane for Drug Permeability Assay: In Vitro and In Silico Characterization
errPHARMACEUTICS
IF5.5
err2023-03-10
err1
errOAAI
errVincze, Anna; Dekany, Gergely; Bicsak, Richard; Formanek, Andras; Moreau, Yves; Koplanyi, Gabor; Takacs, Gergely; Katona, Gabor; Balogh-Weiser, Diana; Arany, Adam; Balogh, Gyorgy T.
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Reply to Letter by Tellier et al., 'Scientific refutation of ESHG statement on embryo selection' (Dec, 10.1038/s41431-022-01241-4, 2022)
errEUROPEAN JOURNAL OF HUMAN GENETICS
IF4.6
err2022-12-19
err0
errOAAI
errForzano, Francesca; Antonova, Olga; Clarke, Angus; de Wert, Guido; Hentze, Sabine; Jamshidi, Yalda; Moreau, Yves; Perola, Markus; Prokopenko, Inga; Read, Andrew; Reymond, Alexandre; Stefansdottir, Vigdis; van El, Carla; Genuardi, Maurizio
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Reply to Letter by Tellier et al., 'Scientific refutation of ESHG statement on embryo selection'
errEUROPEAN JOURNAL OF HUMAN GENETICS
IF4.6
err2022-12-01
err2
errOAAI
errForzano, Francesca; Antonova, Olga; Clarke, Angus; de Wert, Guido; Hentze, Sabine; Jamshidi, Yalda; Moreau, Yves; Perola, Markus; Prokopenko, Inga; Read, Andrew; Reymond, Alexandre; Stefansdottir, Vigdis; van El, Carla; Genuardi, Maurizio; European Soc Human Genetics
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Updated Results of the COVID-19 in MS Global Data Sharing Initiative Anti-CD20 and Other Risk Factors Associated With COVID-19 Severity
errNEUROLOGY-NEUROIMMUNOLOGY & NEUROINFLAMMATION
IF7.5
err2022-11-01
err34
errOAAI
errSimpson-Yap, Steve; Pirmani, Ashkan; Kalincik, Tomas; De Brouwer, Edward; Geys, Lotte; Parciak, Tina; Helme, Anne; Rijke, Nick; Hillert, Jan A.; Moreau, Yves; Edan, Gilles; Sharmin, Sifat; Spelman, Tim; McBurney, Robert; Schmidt, Hollie; Bergmann, Arnfin B.; Braune, Stefan; Stahmann, Alexander; Middleton, Rod M.; Salter, Amber; Bebo, Bruce; van der Walt, Anneke; Butzkueven, Helmut; Ozakbas, Serkan; Boz, Cavit; Karabudak, Rana; Alroughani, Raed; Rojas, Juan, I; van der Mei, Ingrid A.; do Olival, Guilherme Sciascia; Magyari, Melinda; Alonso, Ricardo N.; Nicholas, Richard S.; Chertcoff, Anibal S.; de Torres, Ana Zabalza; Arrambide, Georgina; Nag, Nupur; Descamps, Annabel; Costers, Lars; Dobson, Ruth; Miller, Aleisha; Rodrigues, Paulo; Prckovska, Vesna; Comi, Giancarlo; Peeters, Liesbet M.
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Research Directions

No research directions
Co-authors
Cooperation Journals
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Cornelia M. van Duijn
H-index: 238 · Papers: 1.9K
P
Peter Carmeliet
H-index: 192 · Papers: 1.4K
M
Michael R. Stratton
H-index: 179 · Papers: 644
P
P. Andrew Futreal
H-index: 159 · Papers: 1.3K
P
Peter J. Campbell
H-index: 159 · Papers: 747
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