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Explainable Depression Detection via Head Motion Patterns
While depression has been studied via multimodal non-verbal behavioural cues, head motion behaviour has not received much attention as a biomarker.
Measuring Cognitive Workload Using Multimodal Sensors
A set of three cognitive tests were conducted to induce cognitive workload in twelve participants at two levels of task difficulty (Easy and Hard).
Pain Assessment based on fNIRS using Bidirectional LSTMs
The aim of this study is to explore the use deep learning to automatically learn features from fNIRS raw data to reduce the level of subjectivity and domain knowledge required in the design of hand-crafted features.
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