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Researcher
Yves Moreau
- Disciplines:Applied mathematics in specific fields, Computer architecture and networks, Information sciences, Information systems, Programming languages, Scientific computing, Theoretical computer science, Visual computing, Other information and computing sciences, Control systems, robotics and automation, Modelling, Design theories and methods, Mechatronics and robotics, Biological system engineering, Computer theory, Signal processing
Affiliations
- Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → Today - Department of Electrical Engineering (ESAT) (Department)
Member
From1 Oct 2001 → 30 Sep 2004 - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From1 Oct 1999 → 31 Jul 2020
Infrastructure
1 - 2 of 2
- ELIXIR Infrastructure (Consortium coordinator)
- ELIXIR Infrastructure for Data and Services to strengthen Life-Sciences Research in Flanders (Consortium coordinator)
Projects
11 - 20 of 50
- Active learning and interpretation of computational model on tissue specific permeability for stock and virtual drug discovery libraryFrom1 Oct 2021 → 30 Sep 2023Funding: BOF - projects
- Prediction and uncertainty quantification of small molecule bioactivity from chemical structure and phenotypic dataFrom30 Sep 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Federated Active Learning in Multitask EnvironmentsFrom20 Sep 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Advanced machine learning for Innovative Drug DiscoveryFrom1 Jan 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Federated cloud-based Artificial Intelligence-driven platform for liquid biopsy analysesFrom1 Jan 2021 → 31 Dec 2022Funding: IOF - technology validation in lab
- IMPULS-AI-2021From1 Jan 2021 → 31 Dec 2023Funding: Department General Affairs and Finance
- Advanced machine learning for Innovative Drug DiscoveryFrom1 Jan 2021 → TodayFunding: H2020 - Skills and Career Development (Marie Skłodowska-Curie) actions
- Identifying disease genes and mechanisms through nonlinear fusion of omics dataFrom8 Sep 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Development of individual-specific molecular networksFrom27 Aug 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Development of Clinical Blockchain Network (WP1-3).From5 Jun 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 231
- MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information(2024)
Authors: Martijn Oldenhof, Ádám Arany, Yves Moreau
- Smoothing unadjusted Langevin algorithms for nonsmooth composite potential functions(2024)
Authors: Susan Ghaderi, Panos Patrinos, Yves Moreau
Pages: 128 - 377 - Genome interpretation in a federated learning context allows the multi-center exome-based risk prediction of Crohn's disease patients(2023)
Authors: Daniele Raimondi, Nora Verplaetse, Yves Moreau
- Large sample size and nonlinear sparse models outline epistatic effects in inflammatory bowel disease(2023)
Authors: Nora Verplaetse, Antoine Passemiers, Yves Moreau, Daniele Raimondi
- Industry-scale orchestrated federated learning for drug discovery(2023)
Authors: Martijn Oldenhof, Ádám Arany, Yves Moreau
Pages: 15576 - 15584Number of pages: 9 - Nonlinear data fusion over Entity-Relation graphs for Drug-Target Interaction prediction(2023)
Authors: Yves Moreau, Daniele Raimondi
- Machine learning Modeling of Time-dependent Patient Trajectories(2023)
Authors: Edward De Brouwer, Yves Moreau
- Natural Lipid Extracts as an Artificial Membrane for Drug Permeability Assay: In Vitro and In Silico Characterization(2023)
Authors: Yves Moreau, Ádám Arany
- The Journey of Data Within a Global Data Sharing Initiative: A Federated 3-Layer Data Analysis Pipeline to Scale Up Multiple Sclerosis Research(2023)
Authors: Ashkan Pirmani, Yves Moreau
- Reply to Letter by Tellier et al. Scientific refutation of ESHG statement on embryo selection(2022)
Authors: Yves Moreau
Patents
1 - 2 of 2