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Peter van Ooijen

Professor of AI in Radiotherapy, Machine Learning Lab Coordinator and expert Machine Learning at the Data Science Center in Health (DASH) Profile

Professor of AI in Radiotherapy, Machine Learning Lab Coordinator and expert Machine Learning at the Data Science Center in Health (DASH)

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My main research focus is the application of machine learning and deep learning in medical imaging for detection, segmentation, diagnosis, treatment and prediction of diseases. I am a technical computer scientist and obtained my MSc from Delft University of Technology and my PhD from the Medical Faculty of the University of Groningen on advanced visualisation of the heart. I am currently president of the European Society of Medical Informatics.

Discover our research

A comparative study of federated learning methods for COVID-19 detection

2024, Scientific Reports

Deep learning-based outcome prediction using PET/CT and automatically predicted probability maps of primary tumor in patients with oropharyngeal cancer

2023, Computer Methods and Programs in Biomedicine

All publications

- GGZ Drenthe Eindejaarssymposium: Keynote on “Kunstmatige Intelligentie in de Gezondheidszorg: innovaties en mogelijkheden”Peter van Ooijen (Invited speaker) 14-Dec-2023 Professional or public presentation > Professional
- Winterschool AIProHealth EIT/DASH: Lecture on “General introduction to AI and AI innovation Funnel”Peter van Ooijen (Speaker) 4-Dec-2023 Professional or public presentation > Professional
- Winterschool AIProHealth EIT/DASH: Lecture on “Machine Learning Canvas”Peter van Ooijen (Speaker) 4-Dec-2023 Professional or public presentation > Professional
- ESTRO EPTN Workshop on Proton Therapy in Head and Neck cancer: Invited lecture on “Pitfalls in AI implementation”Peter van Ooijen (Speaker) 1-Dec-2023 Professional or public presentation > Professional
- Research meeting Interne Geneeskunde: Lecture on “AI in Research in Radiotherapy”Peter van Ooijen (Speaker) 30-Nov-2023 Professional or public presentation > Professional
All activities
- ELSA - North Netherland Lab (2,2 million) Mirjam Plantinga, Peter van Ooijen, , Claudine Lamoth, Bart Verkerke, Els Maeckelberghe, Christoph Jedan, Adelita Ranchor, Maya Schroevers, Jeanne Mifsud Bonnici, Ritu Manuvie, , Irene van Langen, Feb-2022 Academic
- Recognition as an Expertscape Expert in Computer-Assisted Radiographic Image Interpretation.Peter van Ooijen, 2022 Academic
- Detection and Prediction of Radiation Toxicity and Tumor Response using Deep Learning - Towards Personalized Adaptive RadiotherapyPeter van Ooijen, Antje Knopf, Mar-2020 Academic
- Senior Membership IEEEPeter van Ooijen, 2010 Academic
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