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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
Projects
1 - 10 of 52
- SHARE: Synthetic Human genomes for Advanced Research and Ethical data sharing.From1 Oct 2025 → TodayFunding: BOF - postdoctoral mandates
- Uncertainty quantificiation using Hamiltonian Monte CarloFrom1 Oct 2025 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- AI-guided computational design of anti-virulence proteins as sustainable alternative antibacterialsFrom1 Oct 2024 → TodayFunding: BOF - projects
- Enhancer-AI: AI-driven modelling and design of cell type specific enhancers for gene therapyFrom1 Oct 2023 → TodayFunding: FWO Strategic Basic Research (SBO)
- Highly efficient non-Euclidean optimization and MCMC methods for deep matrix completionFrom1 Oct 2023 → TodayFunding: FWO junior postdoctoral fellowship
- 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)
- A novel paradigm for Precision Medicine: sparse non-linear Neural Networks for end-to-end Genome InterpretationFrom1 Oct 2022 → 30 Nov 2024Funding: FWO senior postdoctoral fellowship
- SymBioSys: Computationally mapping genomic heterogeneity from long read sequencing dataFrom1 Oct 2022 → TodayFunding: BOF - projects
Publications
1 - 10 of 248
- MINDDS-connect: a federated data platform integrating biobanks for meta cohort building and analysis(2025)Published in: EUROPEAN JOURNAL OF HUMAN GENETICSISSN: 1018-4813Issue: 11Volume: 33Pages: 1539 - 1546
- JINet: easy and secure private data analysis for everyone(2025)Published in: BMC BioinformaticsISSN: 1471-2105Issue: 1Volume: 26
- Explainable deep learning for stratified medicine in inflammatory bowel disease(2025)Published in: Genome BiologyISSN: 1474-760XIssue: 1Volume: 26
- Personalized federated learning for predicting disability progression in multiple sclerosis using real-world routine clinical data(2025)Published in: npj Digital MedicineISSN: 2398-6352Issue: 1Volume: 8
- Genomic prediction with kinship-based multiple kernel learning produces hypothesis on the underlying inheritance mechanisms of phenotypic traits(2025)Published in: Genome BiologyISSN: 1474-760XIssue: 1Volume: 26
- A Novel Neural Network Framework for Genome Interpretation in Complex Diseases(2025)
- The specification game: rethinking the evaluation of drug response prediction for precision oncology(2025)Published in: Journal of CheminformaticsISSN: 1758-2946Issue: 1Volume: 17
- DAGIP: alleviating cell-free DNA sequencing biases with optimal transport(2025)Published in: Genome BiologyISSN: 1474-760XIssue: 1Volume: 26
- Achieving well-informed decision-making in drug discovery: a comprehensive calibration study using neural network-based structure-activity models(2025)Published in: Journal of CheminformaticsISSN: 1758-2946Issue: 1Volume: 17
- Biological databases in the age of generative artificial intelligence(2025)Published in: Bioinform AdvISSN: 2635-0041Issue: 1Volume: 5