I'm currently interested in the application of Statistical Learning (commonly know as Machine Learning or lately "Artificial Intelligence") to health care management and public health data. I am well oriented in theoretical and practical aspects of supervised and unsupervised learning, including state-of-the-art implementations of CNN, LSTM, lightGBM etc. In addition, I have a basic knowledge of reinforcement learning.
I have a background in evidence based criticism, support and development of Value Based HealthCare. My thesis critizised the application of VBHC to chronic settings and investigated the conflicting goal of patient empowerment.
Course responsable: Pedagogy and Leadership (7,5hp) VT 2013