Hi, I am Silvan! I am a Berlin-trained Psychologist (BSc, MSc, PhD) and Oxford-trained Evolutionary Anthropologist (MSc). Since 2020 I have been working on AI & Digitalization in Mental Healthcare, with a focus on Machine Learning Classification Problems and Digital Interventions. Currently I am working on the topic of social health, loneliness, social relationships and friendships at philia.health
Includes Code on Papers & Projects, most relevantly:
- Code for a NLP Paper, poublished at NPJ digital medicine
- Code for a NLP Tutorial on German Healthcare Data
- Code for a NLP Paper, published at JMIR AI
Make sure to check out other work from me & colleagues on AI & Mental Health:
- Review on Personalization in Digital Mental Health: https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2023.1170002/full
- Outcome Prediction in Digital Mental Health: https://journals.sagepub.com/doi/full/10.1177/20552076211060659
- ML-Based Prediction of Depressive Symptoms out of a Wearable: https://osf.io/preprints/psyarxiv/9z3pr/
Also feel free to read about philia:relationships matters at Berlin University Alliance.