Prof. dr. Dirk VALKENBORG
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Prof. dr. Dirk VALKENBORG
Professor
Prof. dr. Dirk VALKENBORG
Research
Discipline codes: Data mining (01020102), Machine learning and decision making (01020104), Bio-informatics (01020701), Bioinformatics data integration and network biology (01060302), Bioinformatics of disease (01060303), Computational biomodelling and machine learning (01060304), Data visualisation and high-throughput image analysis (01060307), Epigenomics (01061101), Genomics (01061103), Lipidomics (01061105), Metabolomics (01061106), Microbiomics (01061108), Metagenomics (01061107), Proteomics (01061109), Transcriptomics (01061110), Analytical spectrometry (01040102), Analytical separation and detection techniques (01040101), Spectroscopic methods (01040107), Flow chemistry (01040702), Artificial intelligence not elsewhere classified (01020199)
Supervised PhDs
Semiparametric methods for clustered and longitudinal microbiome data
Connie Nakasi Musisi for the title Doctor of Sciences: Statistics (doctorate in progress)
Supervised as Copromotor
Spatial statistical methods in digital pathology applied to non-small cell lung cancer and chronic hepatitis B infected liver tissue
Jari Claes for the title Doctor of Sciences: Statistics (doctorate in progress)
Supervised as Copromotor
From Measurement to Modeling: Advancing ToF-SIMS Methodologies for Functional Insights in Organic-Based Electronic Materials
Nico Fransaert for the title Doctor of Sciences: Physics (doctorate in progress)
Supervised as Copromotor
Beyond the Genome: Ethical Aspects of Large Cohort Studies
Frédérique Vilenne for the title Doctor of Sciences: Statistics (doctorate in progress)
Supervised as Promotor
Improving legibility research through parametric typeface design
Giulio Galli for the title Doctor of Audiovisual and Visual Arts (doctorate in progress)
Supervised as Copromotor
Visualization and Interpretation of Decision Making Pathways for Optimizing Neural Network Architectures
Christopher Patzanovsky for the title Doctor of Sciences: Statistics (doctorate in progress)
Supervised as Promotor
Deep learning for biomarker prediction and spatial statistics for tumor heterogeneity in digital whole-slide histopathology images
Joachim Webers for the title Doctor of Sciences: Statistics (doctorate in progress)
Supervised as Promotor
From Whole Slide Imaging Optimization to Nuclei Segmentation: Computational Approaches for Non-Small Cell Lung Cancer Analysis
Melvin Geubbelmans for the title Doctor of Sciences: Statistics in 2025
Supervised as Promotor
Bioinformatic Analysis of Whole-Genome Data for Precision Health
Alejandro Correa Rojo for the title Doctor of Sciences: Statistics in 2025
Supervised as Promotor
Trustworthy Artificial Intelligence Methods for Image Analysis and Benchmarking of Neural Network Interpretability
Axel-Jan Rousseau for the title Doctor of Sciences in 2024
Supervised as Promotor
SPEED: SPectral Evaluation and Enhanced Deconvolution
Piotr Prostko for the title Doctor of Sciences: Statistics in 2024
Supervised as Promotor
Advanced data analytics for high-dimensional mass spectrometry and high-resolution digital pathology
Annelies Agten for the title Doctor of Sciences: Statistics in 2023
Supervised as Promotor
Algorithms for Computational Mass Spectrometry Based on the Optimal Transport Theory
Michal Ciach for the title Doctor of Sciences: Statistics in 2023
Supervised as Promotor
Proteome Analysis, Fast and Slow
Joris Van Houtven for the title Doctor of Sciences in 2021
Supervised as Promotor
Projects
28 research projects have been found
WISE WOUNDS: Wearable Innovations for Smart, Efficient Wound Dressings (Research)
01/05/2025 - 30/04/2030
Digital Pathology Innovations in Cross-Border Connectivity, AI and Mass Spectrometry (Research)
01/09/2024 - 31/08/2027
ELIXIR Infrastructure for Data and Services to strengthen Life-Sciences Research in Flanders (Research)
01/01/2023 - 31/12/2026
Cooperation agreement between Hasselt University and VITO concerning the PhD of Alejandro Correa Rojo: "Xomics data analysis and integration in precision health" (Research)
01/04/2021 - 31/03/2026
Fuzzy matching of OCT data for AI-based decision support of Multiple Sclerosis treatment (Research)
01/03/2025 - 28/02/2026
Machine-learning-enhanced identification of electron transporting biomolecules in electroactive microorganisms using combined Timeof- Flight Secondary Ion Mass Spectrometry (ToF-SIMS) and Scanning Probe Microscopy (SPM) data. (Research)
01/11/2023 - 31/10/2025
C-BIRD: Tackling Climate change-based food and economic instability in rural regions by directed crop and poultry Breeding ijd for Improved genetic bioinformatics Research and Development in Kenya. (Education)
01/09/2023 - 31/08/2025
Bioinformatic Analysis of Whole-Genome Data for Precision Health. (Research)
01/04/2021 - 01/05/2025
Future proof pathology for predictive medicine and disease prognosis based on tumor heterogeneity. (Research)
01/01/2021 - 31/12/2024
Flanders Artificial Intelligence Research program (FAIR) – second cycle (Research)
01/07/2019 - 31/12/2024
A statistical bioinformatics workflow to fuel proteomics-driven precision medicine. (Research)
01/09/2022 - 31/10/2024
SPEED-XM: SPectral Evaluation and Enhanced Deconvolution by eXtensive (Statistical) Modelling. (Research)
01/11/2022 - 31/10/2024
Machine-learning-enhanced identification of electron transporting biomolecules in electroactive microorganisms using combined Timeof- Flight Secondary Ion Mass Spectrometry (ToF-SIMS) and Scanning Probe Microscopy (SPM) data. (Research)
01/11/2021 - 31/10/2023
ELIXIR Infrastructure for Data and Services to strengthen Life-Sciences Research in Flanders (Research)
01/01/2019 - 31/12/2022
Computational methods for high-resolution mass spectrometry data and massive parallel sequencing (Research)
01/01/2019 - 31/12/2022
A Cuban-Flemish Training and Research Program in Data Science and Big Data Analysis (Education)
01/01/2018 - 31/08/2022
Challenges in mass spectrometry: computational lipidomics and MS imaging (Research)
01/01/2018 - 30/06/2022
A universal search engine for mass spectrometry-based sequential elucidation (Research)
01/04/2017 - 31/03/2021
Education
Involved in the following courses
Academic year 2025 - 2026
Academic year 2025 - 2026
Academic year 2024 - 2025
Academic year 2024 - 2025
Dirk VALKENBORG
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