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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
1 - 10 of 50
- Highly efficient non-Euclidean optimization and MCMC methods for deep matrix completionFrom1 Oct 2023 → TodayFunding: FWO junior postdoctoral fellowship
- Enhancer-AI: AI-driven modelling and design of cell type specific enhancers for gene therapyFrom1 Oct 2023 → TodayFunding: FWO Strategic Basic Research (SBO)
- Machine learning in federated analyticsFrom7 Jun 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Data heterogeneity in federated and privacy-preserving analyticsFrom8 May 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- ELIXIR Infrastructure for Data and Services to strengthen Life-Sciences Research in FlandersFrom1 Jan 2023 → TodayFunding: FWO International research infrastructure (IRI)
- SymBioSys: Computationally mapping genomic heterogeneity from long read sequencing dataFrom1 Oct 2022 → TodayFunding: BOF - projects
- A novel paradigm for Precision Medicine: sparse non-linear Neural Networks for end-to-end Genome InterpretationFrom1 Oct 2022 → TodayFunding: FWO senior postdoctoral fellowship
- Federated multi-task learning in ChemoinformaticsFrom2 Aug 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Federated Artificial Intelligence In Big Data And Healthcare Using Real-World SettingFrom1 Dec 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Multiomic Integration of cell-free DNA profiles to Advance Disease OutcomeFrom1 Oct 2021 → TodayFunding: FWO Strategic Basic Research (SBO)
Publications
11 - 20 of 231
- Towards genome interpretation: Computational methods to model the genotype-phenotype relationship(2022)
Authors: Nora Verplaetse, Yves Moreau
- Updated Results of the COVID-19 in MS Global Data Sharing Initiative Anti-CD20 and Other Risk Factors Associated With COVID-19 Severity(2022)
Authors: Ashkan Pirmani, Edward De Brouwer, Yves Moreau
- Severity of COVID19 infection among patients with multiple sclerosis treated with interferon-β(2022)
Authors: Ashkan Pirmani, Edward De Brouwer, Yves Moreau
- Augmenting THerapeutic Effectiveness Through Novel Analytics (ATHENA) - A Public and Private Partnership Project Funded by the Flemish Government (VLAIO).(2022)
Authors: Ashkan Pirmani, Edward De Brouwer, Murat Akand, Frank Van der Aa, Joris Vermeesch, Roel Wuyts, Yves Moreau
Pages: 829 - 833 - Fast and accurate inference of gene regulatory networks through robust precision matrix estimation.(2022)
Authors: Antoine Passemiers, Yves Moreau, Daniele Raimondi
Pages: 2802 - 2809 - The use of polygenic risk scores in pre-implantation genetic testing: an unproven, unethical practice(2022)
Authors: Yves Moreau
Pages: 493 - 495 - Fast and accurate inference of gene regulatory networks through robust precision matrix estimation(2022)
Authors: Antoine Passemiers, Yves Moreau, Daniele Raimondi
Pages: 2802 - 2809 - From genotype to phenotype in Arabidopsis thaliana: in-silico genome interpretation predicts 288 phenotypes from sequencing data(2022)
Authors: Daniele Raimondi, Yves Moreau
- PyUUL provides an interface between biological structures and deep learning algorithms(2022)
Authors: Gabriele Orlando, Daniele Raimondi, Yves Moreau, Joost Schymkowitz, Frederic Rousseau
- Single-cell genome-wide concurrent haplotyping and copy-number profiling through genotyping-by-sequencing(2022)
Authors: Sophie Debrock, Yves Moreau, Thierry Voet
Patents
1 - 2 of 2