Personalised depression forecasting using mobile sensor data and ecological momentary assessment

Autor: Alexander Kathan, Mathias Harrer, Ludwig Küster, Andreas Triantafyllopoulos, Xiangheng He, Manuel Milling, Maurice Gerczuk, Tianhao Yan, Srividya Tirunellai Rajamani, Elena Heber, Inga Grossmann, David D. Ebert, Björn W. Schuller

Publikováno v: Frontiers in Digital Health, Vol 4 (2022)

IntroductionDigital health interventions are an effective way to treat depression, but it is still largely unclear how patients’ individual symptoms evolve dynamically during such treatments. Data-driven forecasts of depressive symptoms would allow

Externí odkaz: https://doaj.org/article/775e49f8b626463b82904801c9126a2b

The Effectiveness of a Serious Game (MemoreBox) for Cognitive Functioning Among Seniors in Care Facilities: Field Study

Autor: Jana Marina Kleschnitzki, Luzi Beyer, Reinhard Beyer, Inga Großmann

Publikováno v: JMIR Serious Games, Vol 10, Iss 2, p e33169 (2022)

BackgroundSerious games have been found to have enhancing and preventative effects on cognitive abilities in healthy older adults. Yet, there are few results on the effects in older seniors with age-related low cognitive impairments. Their special ne

Externí odkaz: https://doaj.org/article/6cb7eec92b0d4da7a4ebdd01104d0286

Stressbewältigung

Autor: Elena Heber, Dirk Lehr, David Daniel Ebert, Lena Fraunhofer, Inga Großmann

Publikováno v: Lehr, D, Heber, E, Ebert, D D, Fraunhofer, L & Großmann, I 2023, Stressbewältigung . in D D Ebert & H Baumeister (Hrsg.), Digitale Gesundheitsinterventionen : Anwendungen in Therapie und Prävention . Springer, S. 227-246 . https://doi.org/10.1007/978-3-662-65816-1_13
Digitale Gesundheitsinterventionen ISBN: 9783662658154

Zusammenfassung Digitale Interventionen zur Stressbewältigung haben das Potenzial eine große Anzahl von Betroffenen frühzeitig und niedrigschwellig zu erreichen. Während zu traditionellen Face-to-Face-Interventionen zahlreiche Wirksamkeitsbelege

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::af562701c51e4201ff8bbaf85406926a
http://fox.leuphana.de/portal/de/publications/stressbewaltigung(8c6795ab-d292-4e81-969f-13607213085f).html

Depression Diagnosis and Forecast based on Mobile Phone Sensor Data

Autor: Xiangheng, He, Andreas, Triantafyllopoulos, Alexander, Kathan, Manuel, Milling, Tianhao, Yan, Srividya Tirunellai, Rajamani, Ludwig, Kuster, Mathias, Harrer, Elena, Heber, Inga, Grossmann, David D, Ebert, Bjorn W, Schuller

Previous studies have shown the correlation between sensor data collected from mobile phones and human depression states. Compared to the traditional self-assessment questionnaires, the passive data collected from mobile phones is easier to access an

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fe20a0fe77427f2359c9ee969bda5dad
http://arxiv.org/abs/2205.07861

Modification in the Motor Skills of Seniors in Care Homes Using Serious Games and the Impact of COVID-19: Field Study (Preprint)

Autor: Jana Marina Kleschnitzki, Inga Grossmann, Reinhard Beyer, Luzi Beyer

BACKGROUND The pandemic has highlighted the importance of low-threshold opportunities for exercise and physical activity. At the beginning of 2020, the COVID-19 pandemic led to many restrictions, which affected seniors in care facilities in the form

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::3bc3f99a17329e8d1d5137c2c74b1ed8
https://doi.org/10.2196/preprints.36768