Published on in Vol 20, No 6 (2018): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/9410, first published .
Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and Mental Health Status Using Wearable Sensors and Mobile Phones: Observational Study

Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and Mental Health Status Using Wearable Sensors and Mobile Phones: Observational Study

Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and Mental Health Status Using Wearable Sensors and Mobile Phones: Observational Study

Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and Mental Health Sta… https://t.co/6FrZQ7PNK3

1:42 PM · Jun 08, 2018

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Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and Mental Health Sta… https://t.co/xgs93iVucA

1:43 PM · Jun 08, 2018

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New in JMIR: Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and… https://t.co/otuTe5woDP

2:04 PM · Jun 08, 2018

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@patientslikeme⁩ great research for our behavioral health community https://t.co/MX7xaMn9FK

2:13 PM · Jun 08, 2018

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RT @jmirpub: New in JMIR: Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and #MentalHealth S…

2:56 PM · Jun 08, 2018

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Development of semiautomated tools to improved the efficiency of long-term ambulatory data collection from wearable… https://t.co/NgcArk282u

3:55 PM · Jun 08, 2018

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Great study by @RosalindPicard and colleagues showing wearable sensors provided better predictions for stress and… https://t.co/R032jdEoh1

7:12 PM · Jun 08, 2018

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RT @jmirpub: New in JMIR: Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and #MentalHealth S…

8:37 PM · Jun 08, 2018

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RT @ryann_crowley: Development of semiautomated tools to improved the efficiency of long-term ambulatory data collection from wearable & mo…

1:01 AM · Jun 09, 2018

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RT @ryann_crowley: Development of semiautomated tools to improved the efficiency of long-term ambulatory data collection from wearable & mo…

1:02 AM · Jun 09, 2018

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RT @ryann_crowley: Development of semiautomated tools to improved the efficiency of long-term ambulatory data collection from wearable & mo…

2:05 AM · Jun 09, 2018

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RT @jmirpub: New in JMIR: Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and #MentalHealth S…

3:27 AM · Jun 09, 2018

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RT @benjaminwnelson: Great study by @RosalindPicard and colleagues showing wearable sensors provided better predictions for stress and men…

5:13 AM · Jun 09, 2018

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RT @benjaminwnelson: Great study by @RosalindPicard and colleagues showing wearable sensors provided better predictions for stress and men…

5:19 AM · Jun 09, 2018

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E Obesrvacional Identificación de marcadores fisiológicos objetivos y comportamientos modificables frente al estrés… https://t.co/GZvmcmqw2n

8:20 AM · Jun 09, 2018

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Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and Mental Health Sta… https://t.co/3oBLi1sh6Q

11:51 AM · Jun 09, 2018

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RT @BradMD: Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and Mental Health Status Using We…

12:15 PM · Jun 09, 2018

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“Machine learning revealed objective & modifiable behavioral features that could classify self-reported stress and… https://t.co/5aBz1KdcrI

12:33 PM · Jun 09, 2018

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RT @EeHRN: “Machine learning revealed objective & modifiable behavioral features that could classify self-reported stress and mental health…

12:53 PM · Jun 09, 2018

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RT @benjaminwnelson: Great study by @RosalindPicard and colleagues showing wearable sensors provided better predictions for stress and men…

1:46 PM · Jun 09, 2018

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Fascinating research in leveraging #Wearables and #MachineLearning to proactively address mental health and overall… https://t.co/ldpLYNsGoH

3:41 PM · Jun 09, 2018

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RT @LeeBeckerDC: Fascinating research in leveraging #Wearables and #MachineLearning to proactively address mental health and overall care.…

3:42 PM · Jun 09, 2018

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The potential for self regulation & behaviour change thro’ a #mental health modification route has always seemed m… https://t.co/QKU2Kd21R2

3:53 PM · Jun 09, 2018

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RT @DrG_NHS: The potential for self regulation & behaviour change thro’ a #mental health modification route has always seemed more intuiti…

3:57 PM · Jun 09, 2018

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RT @DrG_NHS: The potential for self regulation & behaviour change thro’ a #mental health modification route has always seemed more intuiti…

4:05 PM · Jun 09, 2018

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RT @jmirpub: New in JMIR: Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and #MentalHealth S…

4:09 PM · Jun 09, 2018

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RT @LeeBeckerDC: Fascinating research in leveraging #Wearables and #MachineLearning to proactively address mental health and overall care.…

4:11 PM · Jun 09, 2018

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RT @DrG_NHS: The potential for self regulation & behaviour change thro’ a #mental health modification route has always seemed more intuiti…

4:26 PM · Jun 09, 2018

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RT @DrG_NHS: The potential for self regulation & behaviour change thro’ a #mental health modification route has always seemed more intuiti…

5:07 PM · Jun 09, 2018

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RT @jmirpub: New in JMIR: Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and #MentalHealth S…

5:20 PM · Jun 09, 2018

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RT @BradMD: Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and Mental Health Status Using We…

6:59 PM · Jun 09, 2018

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Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and Mental Health Sta… https://t.co/Gm29WL50Rg

10:11 AM · Jun 10, 2018

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RT @DrG_NHS: The potential for self regulation & behaviour change thro’ a #mental health modification route has always seemed more intuiti…

6:19 PM · Jun 10, 2018

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RT @jmirpub: New in JMIR: Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and #MentalHealth S…

7:16 PM · Jun 10, 2018

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RT @EeHRN: “Machine learning revealed objective & modifiable behavioral features that could classify self-reported stress and mental health…

7:21 PM · Jun 10, 2018

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RT @jmirpub: New in JMIR: Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and #MentalHealth S…

11:41 PM · Jun 10, 2018

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RT @jmirpub: New in JMIR: Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and #MentalHealth S…

2:19 PM · Jun 11, 2018

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RT @ryann_crowley: Development of semiautomated tools to improved the efficiency of long-term ambulatory data collection from wearable & mo…

5:50 PM · Jun 16, 2018

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Potential of mHealth & wearable sensors to indicate times of high stress & poor #mentalhealth. @jmirpub https://t.co/bK6ECZWljv

11:14 PM · Jul 30, 2018

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RT @DHLangbecker: Potential of mHealth & wearable sensors to indicate times of high stress & poor #mentalhealth. @jmirpub https://t.co/bK6E…

11:17 PM · Aug 03, 2018

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Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and Mental Health Sta… https://t.co/gCWHFvDCdS

2:02 AM · Aug 22, 2018

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RT @RosalindPicard: Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and Mental Health Status…

3:33 AM · Aug 22, 2018

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RT @RosalindPicard: Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and Mental Health Status…

5:27 AM · Aug 22, 2018

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A new study shows that physiological wearable sensor features, including skin conductance and temperature, are bett… https://t.co/lpBs3oyscV

6:30 AM · Aug 22, 2018

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RT @RosalindPicard: Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and Mental Health Status…

11:41 AM · Aug 22, 2018

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RT @RosalindPicard: Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and Mental Health Status…

2:14 PM · Aug 22, 2018

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RT @RosalindPicard: Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and Mental Health Status…

4:38 PM · Aug 22, 2018

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87 accuracy using wearables to predict high or low mental health! https://t.co/vmgcMfN3sJ

6:37 PM · Aug 22, 2018

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RT @DanielPodgorski: A new study shows that physiological wearable sensor features, including skin conductance and temperature, are better…

11:18 AM · Sep 18, 2018

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"We developed new tools that provide objective physiological and behavioral measures using wearable sensors and mob… https://t.co/dN5hO6EZ7s

4:58 AM · Sep 20, 2018

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Mood-forecasting tech could help stop bad moods even before they strike https://t.co/EXpe5Kg8wT via @NBCNewsMACH on… https://t.co/LCaQkkW0cK

5:15 PM · Feb 20, 2019

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