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publications
Published Papers 📚
Published in , 1900
Electrocardiogram-Based Mental Stress Detection Amid Everyday Activities Using Machine Learning: Model Development and Validation Study
Buelent Uendes, Alex Antonides, Sjors van de Ven, Denise Johanna van der Mee, Eco de Geus, and Mark Hoogendoorn
· J Med Internet Res (fourthcoming) · Paper · Code
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Reinforcement Learning Summer School 2022
Workshop Summer School, Vrije Universiteit Amsterdam, Computer Science Department, 2022
I prepared and conducted a workshop on “Deep Reinforcement Learning” during the first edition of the Reinforcement Learning summer school 2022.
Machine Learning and Reasoning for Health
Master AI course, Vrije Universiteit Amsterdam, Computer Science Department, 2023
I conceptualized the course content and I was involved in evaluation of the final course project. Furthermore, supervised the practical tutorials where students get the chance to work with real medical data made available by the Amsterdam UMC. Lastly, I gave a lecture discussing uncertainty quantification and advanced XAI methods.