Hi there. My name is Stan, and I'm a first-year PhD student. My research focuses on developing responsible machine learning models to predict treatment outcomes in mental healthcare. I explore how structured and unstructured clinical data (such as medication records and free-text clinical notes) can be used to identify patient trajectories and support personalised treatment decisions. If you're working on similar challenges or are interested in collaborating, feel free to get in touch!
木瓜福利影视:
- October 2025: My DC paper at has been accepted in which I broadly describe my research plan for the next couple years of my PhD.
- October 2025: Our paper with and Heysem Kaya, examining the role of textual modality in both performance and gender fairness for multimodal depression detection using social media data, has been accepted for presentation at .