AUTOMATIC NIGHTTIME AGITATION AND SLEEP DISRUPTION DETECTION USING A WEARABLE ANKLE DEVICE AND MACHINE LEARNING

Kumar R.; Feltch C.; Richards K.; Morrison J.; Rangel A.; Janney R.; Shayesteh S.; Allen R.; Banerjee N.

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AUTOMATIC NIGHTTIME AGITATION AND SLEEP DISRUPTION DETECTION USING A WEARABLE ANKLE DEVICE AND MACHINE LEARNING

机译：自动夜间搅拌和睡眠中断检测使用可穿戴脚踝设备和机器学习

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《Sleep》 |2020年第1期|共1页
作者
Kumar R.; Feltch C.; Richards K.; Morrison J.; Rangel A.; Janney R.; Shayesteh S.; Allen R.; Banerjee N.;
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作者单位

Univ Maryland Catonsville MD 21228 USA;

Tanzen Med Inc Baltimore MD USA;

Univ Texas Austin Austin TX 78712 USA;

Univ Texas Austin Austin TX 78712 USA;

Univ Texas Austin Austin TX 78712 USA;

Univ Texas Austin Austin TX 78712 USA;

Univ Texas Austin Austin TX 78712 USA;

Johns Hopkins Univ Baltimore MD USA;

Univ Maryland Catonsville MD 21228 USA;

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原文格式 PDF
正文语种 eng
中图分类人体生理学;
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专利

1. AUTOMATIC NIGHTTIME AGITATION AND SLEEP DISRUPTION DETECTION USING A WEARABLE ANKLE DEVICE AND MACHINE LEARNING [J] . Kumar R., Feltch C., Richards K., Sleep . 2020,第Suppla1期

机译：自动夜间搅拌和睡眠中断检测使用可穿戴脚踝设备和机器学习
2. Automatic Detection of Learner Engagement Using Machine Learning and Wearable Sensors [J] . Meredith Carroll, Mitchell Ruble, Mark Dranias, Journal of Behavioral and Brain Science . 2020,第3期

机译：使用机器学习和可穿戴传感器自动检测学习者参与
3. Automatic Detection of Learner Engagement Using Machine Learning and Wearable Sensors [J] . Meredith Carroll, Mitchell Ruble, Mark Dranias, 行为与脑科学期刊（英文） . 2020,第003期

机译：使用机器学习和可穿戴传感器自动检测学习者参与度
4. Machine Learning Methods for Detection of Epileptic Seizures with Long-Term Wearable Devices [C] . Salima Houta, Pinar Bisgin, Pascal Dulich International Conference on eHealth, Telemedicine, and Social Medicine . 2019

机译：用长期可穿戴设备检测癫痫发作的机器学习方法
5. Computational Sleep Science: Machine Learning for the Detection, Diagnosis, and Treatment of Sleep Problems from Wearable Device Data [D] . Sathyanarayana, Aarti. 2017

机译：计算睡眠科学：用于通过可穿戴设备数据检测，诊断和治疗睡眠问题的机器学习
6. Development of digital measures for nighttime scratch and sleep using wrist-worn wearable devices [O] . Nikhil Mahadevan, Yiorgos Christakis, Junrui Di, 2021

机译：夜间划伤和睡眠的数字措施的开发使用手腕穿戴设备
7. PNS230 USING MACHINE LEARNING FOR SIGNAL DETECTION IN REALWORLD DATA FROM WRISTWORN WEARABLE DEVICES TO IDENTIFY FRAUDULENT BEHAVIOUR [O] . W. Muehlhausen, L. Zhang, L. Smith, 2019

机译：PNS230采用机器学习用于从腕带可穿戴设备的RealWorld数据中的信号检测，以识别欺诈行为

AUTOMATIC NIGHTTIME AGITATION AND SLEEP DISRUPTION DETECTION USING A WEARABLE ANKLE DEVICE AND MACHINE LEARNING

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