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
41 - 50 of 231
- MACHINE LEARNING APPROACHES VALIDATE SEROLOGICAL MARKERS FOR EARLY AND DIFFERENTIAL DIAGNOSIS(2020)
Authors: Sare Verstockt, Nora Verplaetse, Daniele Raimondi, Bram Verstockt, Yves Moreau, Marc Ferrante, Séverine Vermeire, Isabelle Cleynen
Pages: S687 - S687 - Insight into the protein solubility driving forces with neural attention(2020)
Authors: Daniele Raimondi, Gabriele Orlando, Yves Moreau
- An interpretable low-complexity machine learning framework for robust exome-based in-silico diagnosis of Crohn's disease patients(2020)
Authors: Daniele Raimondi, Jaak Simm, Ádám Arany, Isabelle Cleynen, Yves Moreau
- Network Analysis of Drug Responses(2020)
Authors: Griet Laenen, Yves Moreau, Lieven Thorrez
- Drug repositioning or target repositioning: A structural perspective of drug-target-indication relationship for available repurposed drugs(2020)
Authors: Daniele Parisi, Yves Moreau
Pages: 1043 - 1055 - Serum protein markers for early and differential IBD diagnosis validated by machine learning approaches(2020)
Authors: Sare Verstockt, Nora Verplaetse, Daniele Raimondi, Bram Verstockt, Yves Moreau, Marc Ferrante, Séverine Vermeire, Isabelle Cleynen
Pages: S070 - S070 - Peripheral Blood RNA Levels of QSOX1 and PLBD1 Are New Independent Predictors of Left Ventricular Dysfunction After Acute Myocardial Infarction(2019)
Authors: Denise Veltman, Yves Moreau, Frans Van de Werf, Stefan Janssens, Peter Sinnaeve
Pages: 561 - 572 - GRU-ODE-Bayes: Continuous modeling of sporadically-observed time series.(2019)
Authors: Edward De Brouwer, Jaak Simm, Ádám Arany, Yves Moreau
Pages: 7377 - 7388 - Crack down on genomic surveillance(2019)
Authors: Yves Moreau
Pages: 36 - 38 - Exploring the limitations of biophysical propensity scales coupled with machine learning for protein sequence analysis(2019)
Authors: Daniele Raimondi, Gabriele Orlando, Yves Moreau
Patents
1 - 2 of 2