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08/22/2023
Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model
Language use has been shown to correlate with depression, but large-scal...
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08/03/2023
Disease Insight through Digital Biomarkers Developed by Remotely Collected Wearables and Smartphone Data
Digital Biomarkers and remote patient monitoring can provide valuable an...
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06/02/2022
Detecting the Severity of Major Depressive Disorder from Speech: A Novel HARD-Training Methodology
Major Depressive Disorder (MDD) is a common worldwide mental health issu...
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04/26/2021
Predicting Depressive Symptom Severity through Individuals' Nearby Bluetooth Devices Count Data Collected by Mobile Phones: A Preliminary Longitudinal Study
The Bluetooth sensor embedded in mobile phones provides an unobtrusive, ...
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04/19/2021
Fitbeat: COVID-19 Estimation based on Wristband Heart Rate
This study investigates the potential of deep learning methods to identi...
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09/27/2020
The Relationship between Major Depression Symptom Severity and Sleep Collected Using a Wristband Wearable Device: Multi-centre Longitudinal Observational Study
Research in mental health has implicated sleep pathologies with depressi...
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04/29/2020