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Enabling remote assessment of cognitive behaviour through mobile experience sampling
(2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018, 2018)
Cognitive decline is among the normal processes of ageing, involving problems with memory, language, thinking and judgment, happening at different times and affecting people's live to a significant extent. Traditional ...
Improving Wearable Activity Recognition via Fusion of Multiple Equally-Sized Data Subwindows
(Lecture Notes in Computer Science, 2019)
The automatic recognition of physical activities typically involves various signal processing and machine learning steps used to transform raw sensor data into activity labels. One crucial step has to do with the segmentation ...
Deep Learning for Diabetic Retinopathy Prediction
(Springer Science and Business Media Deutschland GmbH, 2021)
Diabetic retinopathy is a complication of diabetes mellitus. Its early diagnosis can prevent its progression and avoid the development of other major complications such as blindness. Deep learning and transfer learning ...