Predicting Symptoms of Depression and Anxiety Using Smartphone and Wearable Data
Moshe, Isaac, Terhorst, Yannik, Opoku Asare, Kennedy, Sander, Lasse Bosse, Ferreira, Denzil, Baumeister, Harald, Mohr, David C, Pulkki-Råback, Laura
Published in Frontiers in psychiatry (28.01.2021)
Published in Frontiers in psychiatry (28.01.2021)
Get full text
Journal Article
Predicting Depression From Smartphone Behavioral Markers Using Machine Learning Methods, Hyperparameter Optimization, and Feature Importance Analysis: Exploratory Study
Opoku Asare, Kennedy, Terhorst, Yannik, Vega, Julio, Peltonen, Ella, Lagerspetz, Eemil, Ferreira, Denzil
Published in JMIR mHealth and uHealth (12.07.2021)
Published in JMIR mHealth and uHealth (12.07.2021)
Get full text
Journal Article
Mood ratings and digital biomarkers from smartphone and wearable data differentiates and predicts depression status: A longitudinal data analysis
Opoku Asare, Kennedy, Moshe, Isaac, Terhorst, Yannik, Vega, Julio, Hosio, Simo, Baumeister, Harald, Pulkki-Råback, Laura, Ferreira, Denzil
Published in Pervasive and mobile computing (01.07.2022)
Published in Pervasive and mobile computing (01.07.2022)
Get full text
Journal Article
CARE: Context-awareness for elderly care
Klakegg, Simon, Opoku Asare, Kennedy, van Berkel, Niels, Visuri, Aku, Ferreira, Eija, Hosio, Simo, Goncalves, Jorge, Huttunen, Hanna-Leena, Ferreira, Denzil
Published in Health and technology (2021)
Published in Health and technology (2021)
Get full text
Journal Article
Ludic Markers for Player-Player Observation in Location-Based Mobile Games
Alavesa, Paula, Pakanen, Minna, Ojala, Timo, Asare, Kennedy Opoku, Ojala, Karri, Lehto, Mikko, Kukka, Hannu
Published in Simulation & gaming (01.12.2018)
Published in Simulation & gaming (01.12.2018)
Get full text
Journal Article
Which Smartphone-Based Sensing Features Matter in Depression Severity Prediction? Results from an Observation Study. (Preprint)
Terhorst, Yannik, Messner, Eva-Maria, Asare, Kennedy Opoku, Montag, Christian, Kannen, Christopher, Baumeister, Harald
Published in Journal of medical Internet research (08.12.2023)
Published in Journal of medical Internet research (08.12.2023)
Get full text
Journal Article