54 citations · 97 across the 12 of their papers we have counts for
3 papers · 1 filter
Decoding Emotional Valence from Wearables: Can Our Data Reveal Our True Feelings?
Michal K. Grzeszczyk, Anna Lisowska, Arkadiusz Sitek +1
Automatic detection and tracking of emotional states has the potential for helping individuals with various mental health conditions. While previous studies have captured physiolog…
Personalising Digital Health Behaviour Change Interventions using Machine Learning and Domain Knowledge
Aneta Lisowska, Szymon Wilk, Mor Peleg
We are developing a virtual coaching system that helps patients adhere to behavior change interventions (BCI). Our proposed system predicts whether a patient will perform the targe…
Can gamification reduce the burden of self-reporting in mHealth applications? A feasibility study using machine learning from smartwatch data to estimate cognitive load
Michal K. Grzeszczyk, Paulina Adamczyk, Sylwia Marek +8
The effectiveness of digital treatments can be measured by requiring patients to self-report their state through applications, however, it can be overwhelming and causes disengagem…