Advising
PhD
- Yunhao Yuan, since January 2023
- Nguyen Luong, since November 2021
- Arsi Ikäheimonen, since October 2021
MSc
- Abdullah Gunay “Modelling of sleep behaviors of patients with mood disorders”
- Kai Yao
- Amirmohammad Ziaei Bideh “Exploring behavioral patterns of patients with mental disorders using the MoMo-Mood dataset”
- Yunhao Yuan “Mental health coping stories on social media: a casual-inference study of papageno effect”
- Rico Pircklén “Quantification of change in online activity patterns through the course of the COVID-19 pandemic”
- Anna Hakala “Classification of patients with depression and healthy controls based on behavioural patterns acquired from smartphone sensor data”
BSc
- Riku Tikkanen “Time series anomaly detection methods for smartphone sensor-based mental health care”
- Henri Ahti “Digitalization of peer support for substance use disorders”
- Lauri Anttila “Machine learning in psychiatry: prediction and detection of mood disorders”
- Samuel Sihvonen “The Methods of Machine Learning in the Prediction of Symptoms for Mood Disorders”
- Simo Antikainen “Visualization of human behaviour data for healthcare”