Roel Wuyts

IMEC — Belgium

Computer Science · Physical Sciences

24h-index2.2kcitations153works3.02yr avg
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Research Topics

Advanced Software Engineering Methodologies(48), Software Engineering Research(39), Logic, programming, and type systems(26), Parallel Computing and Optimization Techniques(19), Service-Oriented Architecture and Web Services(17)

Publications153 total

A deep learning classification task for brain navigation in rodents using micro-Doppler ultrasound imaging
Heliyon·2024· 3 citedOpen Access
Machine Learning on Multiplexed Optical Metrology Pattern Shift Response Targets to Predict Electrical Properties
IEEE Transactions on Semiconductor Manufacturing·2023· 3 citedOpen Access
A software package for efficient patient trajectory analysis applied to analyzing bladder cancer development
PLOS Digital Health·2023· 7 citedOpen Access
Privacy-preserving Amalgamated Machine Learning for Virtual Metrology
2023
Identifying and evaluating barriers for the implementation of machine learning in the intensive care unit
Communications Medicine·2022· 26 citedOpen Access
AI privacy preserving robots working in a smart sensor environment
2022· 3 citedOpen Access
Virtual Screening on FPGA: Performance and Energy versus Effort
arXiv (Cornell University)·2022· 2 citedOpen Access
Augmenting THerapeutic Effectiveness Through Novel Analytics (ATHENA) – A Public and Private Partnership Project Funded by the Flemish Government (VLAIO)
Studies in health technology and informatics·2022· 3 citedOpen Access
A deep learning classification task for brain navigation during functional ultrasound imaging
2022· 1 citedOpen Access
Halvade somatic: Somatic variant calling with Apache Spark
GigaScience·2022· 3 citedOpen Access
Privacy-Preserving Multi-Party Machine Learning for Object Detection
2021· 1 cited
Distributing intelligence for object detection using edge computing
2021· 2 cited
Multi party privacy preserving machine learning for process control
Metrology, Inspection, and Process Control for Semiconductor Manufacturing XXXV·2021· 1 cited
Multithreaded variant calling in elPrep 5
PLoS ONE·2021· 28 citedOpen Access
Multithreaded variant calling in elPrep 5
2020· 1 citedOpen Access
A High-Performance Implementation of Bayesian Matrix Factorization with Limited Communication
arXiv (Cornell University)·2020Open Access
A High-Performance Implementation of Bayesian Matrix Factorization with\n Limited Communication
arXiv (Cornell University)·2020· 1 citedOpen Access
Using Unsupervised Machine Learning for Plasma Etching Endpoint Detection
2020· 6 citedOpen Access
A High-Performance Implementation of Bayesian Matrix Factorization with Limited Communication
Lecture notes in computer science·2020Open Access
SMURFF: a High-Performance Framework for Matrix Factorization
arXiv (Cornell University)·2019Open Access
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Frequent Co-authors

Sté́phane Ducasse(23), Oscar Nierstrasz(13), Alexandre Bergel(7), Kim Mens(6), Frédéric Pluquet(6), Gabriela Arévalo(4), Péter Müller(4), Thomas Genßler(4), Maja D’Hondt(4), Antoine Marot(4), Marvin Steijaert(3), Jörg K. Wegner(3), A. Vapirev(3), Nathanael Schärli(3), Chris M. Stich(3), Michael Winter(3), Bastiaan Schönhage(3), Andy Kellens(3), Wolfgang De Meuter(3), Hugo Ceulemans(2)