课题基金 / 基金详情

Unobtrusive Monitoring of Affective Symptoms and Cognition using Keyboard Dynamics

Unobtrusive Monitoring of Affective Symptoms and Cognition using Keyboard Dynamics
使用键盘动力学对情感症状和认知进行不引人注目的监测
批准号:
10406131
负责人:
Olusola A. Ajilore
金额:
$22.93万
依托单位国家:
美国
项目类别:
财政年份:
2020
资助国家:
美国
项目状态:
已结题
起止时间:
2020-03-01 至 2024-12-31

项目摘要

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中文摘要
翻译
家长项目的目标是“情感症状和认知的低调监测”
英文摘要
The goal of the parent project “Unobtrusive Monitoring of Affective Symptoms and Cognition using Keyboard Dynamics (UnMASCK)” is to develop digital biomarkers derived from smartphone typing dynamics and motor kinematics which can be used to predict alterations in brain network properties associated with cognitive dysfunction and prospective changes in clinical mood symptoms. The digital data is unobtrusively collected via a novel platform “BiAffect” in a transdiagnostic sample of subjects with mood disorders and health controls. The BiAffect platform collects metadata related to typing behaviors such as keypress types, timestamps, and accelerometry and uploads these data to the study server. Subject specific summary metrics are calculated locally and presented to the user via a dashboard. With this supplement our goal is to update the software infrastructure of the BiAffect platform in order to facilitate interoperability, collaboration with other researchers, and integration with the smartphone hardware and operating system upgrades. To achieve these goals, we plan to refactor the BiAffect codebase to enable more robust multi-developer collaboration and version control. We also plan to create standardized data processing pipelines to support collaborations with researchers who may have varying levels of capacity for data science and engineering.
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Unobtrusive Monitoring of Affective Symptoms and Cognition using Keyboard Dynamics
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    10542659
  • 项目类别:
  • 资助金额:
    $63.09万
  • 财政年份:
    2020
  • 负责人:
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  • 依托单位:
3/3-Recurrence markers, cognitive burden and neurobiological homeostasis in late-life depression
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    10532208
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    2020
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Study of a PST-Trained Voice-Enabled Artificial Intelligence Counselor (SPEAC) for Adults with Emotional Distress
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    2020
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  • 依托单位:
Study of a PST-Trained Voice-Enabled Artificial Intelligence Counselor (SPEAC) for Adults with Emotional Distress
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    10611145
  • 项目类别:
  • 资助金额:
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  • 财政年份:
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海外基金