This paper is in the following e-collection/theme issue:

Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (1769) Innovations and Technology for Physical Activity Education (809) Ecological Momentary Assessment (EMA) (347) Fitness Trackers and Smart Pedometers/Accelerometers (606) Anxiety and Stress Disorders (1163)

Published on in Vol 21, No 4 (2019): April

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/12910, first published .
Using Machine Learning to Derive Just-In-Time and Personalized Predictors of Stress: Observational Study Bridging the Gap Between Nomothetic and Ideographic Approaches

Using Machine Learning to Derive Just-In-Time and Personalized Predictors of Stress: Observational Study Bridging the Gap Between Nomothetic and Ideographic Approaches

Using Machine Learning to Derive Just-In-Time and Personalized Predictors of Stress: Observational Study Bridging the Gap Between Nomothetic and Ideographic Approaches

Authors of this article:

Alan Rozet1 Author Orcid Image ;   Ian M Kronish1 Author Orcid Image ;   Joseph E Schwartz1 Author Orcid Image ;   Karina W Davidson2 Author Orcid Image
Article Authors Cited by (18) Tweetations (39) Metrics
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Sven Awege Sven Awege @SVENNIECO

Using Machine Learning to Derive Just-In-Time and Personalized Predictors of Stress: Observational Study Bridging t… https://t.co/dvw0k9CMj1

2:53 PM · Apr 26, 2019

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JMIR Publications JMIR Publications @jmirpub

New in JMIR: Using Machine Learning to Derive Just-In-Time and Personalized Predictors of Stress: Observational… https://t.co/UNI2OAtS8I

3:38 PM · Apr 26, 2019

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Nick Jacobson Nick Jacobson @NC_Jacobson

Great work, love to see others using #MachineLearning with idiographic and nomothetic models for #mhealth https://t.co/kQTSEFmAmO

4:06 PM · Apr 26, 2019

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CareMo CareMo @caring_mobile

RT @NC_Jacobson: Great work, love to see others using #MachineLearning with idiographic and nomothetic models for #mhealth https://t.co/kQT…

4:07 PM · Apr 26, 2019

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Irving Amukasa Irving Amukasa @iamukasa

RT @NC_Jacobson: Great work, love to see others using #MachineLearning with idiographic and nomothetic models for #mhealth https://t.co/kQT…

4:17 PM · Apr 26, 2019

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Curious Luke Curious Luke @TheCuriousLuke

RT @NC_Jacobson: Great work, love to see others using #MachineLearning with idiographic and nomothetic models for #mhealth https://t.co/kQT…

4:18 PM · Apr 26, 2019

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BMM on Health and Tech BMM on Health and Tech @datadrivencare

RT @NC_Jacobson: Great work, love to see others using #MachineLearning with idiographic and nomothetic models for #mhealth https://t.co/kQT…

4:39 PM · Apr 26, 2019

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JMIR Publications JMIR Publications @jmirpub

RT @NC_Jacobson: Great work, love to see others using #MachineLearning with idiographic and nomothetic models for #mhealth https://t.co/kQT…

4:53 PM · Apr 26, 2019

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Chris Tack Chris Tack @Allpowersphysio

RT @NC_Jacobson: Great work, love to see others using #MachineLearning with idiographic and nomothetic models for #mhealth https://t.co/kQT…

4:55 PM · Apr 26, 2019

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Dr. Ganapathi Pulipaka Dr. Ganapathi Pulipaka @gp_pulipaka

Using Machine Learning to Derive Predictors of Stress. #BigData #Analytics #DataScience #MachineLearning #AI #IoT… https://t.co/xJt7FONRLg

3:33 PM · Apr 28, 2019

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Serverless Fan Serverless Fan @ServerlessFan

RT @gp_pulipaka: Using Machine Learning to Derive Predictors of Stress. #BigData #Analytics #DataScience #MachineLearning #AI #IoT #IIoT #P…

3:33 PM · Apr 28, 2019

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DeepSingularity DeepSingularity @DeepSingularity

RT @gp_pulipaka: Using Machine Learning to Derive Predictors of Stress. #BigData #Analytics #DataScience #MachineLearning #AI #IoT #IIoT #P…

3:33 PM · Apr 28, 2019

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Raymond460 Raymond460 @RaymondWSA460

RT @gp_pulipaka: Using Machine Learning to Derive Predictors of Stress. #BigData #Analytics #DataScience #MachineLearning #AI #IoT #IIoT #P…

3:33 PM · Apr 28, 2019

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Rstats Rstats @rstatstweet

RT @gp_pulipaka: Using Machine Learning to Derive Predictors of Stress. #BigData #Analytics #DataScience #MachineLearning #AI #IoT #IIoT #P…

3:40 PM · Apr 28, 2019

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Emmanuel Emmanuel @emmanueloyelana

RT @gp_pulipaka: Using Machine Learning to Derive Predictors of Stress. #BigData #Analytics #DataScience #MachineLearning #AI #IoT #IIoT #P…

3:45 PM · Apr 28, 2019

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Javascript Digest Javascript Digest @javascriptd

RT @gp_pulipaka: Using Machine Learning to Derive Predictors of Stress. #BigData #Analytics #DataScience #MachineLearning #AI #IoT #IIoT #P…

4:55 PM · Apr 28, 2019

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megamindAI megamindAI @megamindAI

RT @gp_pulipaka: Using Machine Learning to Derive Predictors of Stress. #BigData #Analytics #DataScience #MachineLearning #AI #IoT #IIoT #P…

6:06 PM · Apr 28, 2019

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Gretchen Dorn Gretchen Dorn @gdorn1

RT @gp_pulipaka: Using Machine Learning to Derive Predictors of Stress. #BigData #Analytics #DataScience #MachineLearning #AI #IoT #IIoT #P…

7:42 PM · Apr 28, 2019

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Ernesto Crespo Ernesto Crespo @_seraph1

RT @gp_pulipaka: Using Machine Learning to Derive Predictors of Stress. #BigData #Analytics #DataScience #MachineLearning #AI #IoT #IIoT #P…

9:06 PM · Apr 28, 2019

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Saurabh Chaturvedi Saurabh Chaturvedi @arichduvet

RT @gp_pulipaka: Using Machine Learning to Derive Predictors of Stress. #BigData #Analytics #DataScience #MachineLearning #AI #IoT #IIoT #P…

1:50 AM · Apr 29, 2019

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Mathster Mathster @Mathster_0598

RT @gp_pulipaka: Using Machine Learning to Derive Predictors of Stress. #BigData #Analytics #DataScience #MachineLearning #AI #IoT #IIoT #P…

2:02 AM · Apr 29, 2019

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@mariuskarma @mariuskarma @mariuskarma

RT @gp_pulipaka: Using Machine Learning to Derive Predictors of Stress. #BigData #Analytics #DataScience #MachineLearning #AI #IoT #IIoT #P…

5:57 AM · Apr 29, 2019

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Shlomi Levi Shlomi Levi @wizardnet972

RT @gp_pulipaka: Using Machine Learning to Derive Predictors of Stress. #BigData #Analytics #DataScience #MachineLearning #AI #IoT #IIoT #P…

6:46 AM · Apr 29, 2019

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Guy Fagherazzi, PhD ???? Guy Fagherazzi, PhD ???? @GFaghe

Can we accurately predict #stress from connected activity tracker and environmental data using #MachineLearning? No… https://t.co/TtXMJcPAS4

5:56 PM · Apr 29, 2019

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Curious Luke Curious Luke @TheCuriousLuke

RT @GFaghe: Can we accurately predict #stress from connected activity tracker and environmental data using #MachineLearning? Not yet, but w…

5:57 PM · Apr 29, 2019

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Tarun Kaushik Tarun Kaushik @tarundsnaol

RT @gp_pulipaka: Using Machine Learning to Derive Predictors of Stress. #BigData #Analytics #DataScience #MachineLearning #AI #IoT #IIoT #P…

6:13 PM · Apr 29, 2019

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JMIR Publications JMIR Publications @jmirpub

RT @GFaghe: Can we accurately predict #stress from connected activity tracker and environmental data using #MachineLearning? Not yet, but w…

9:36 PM · Apr 29, 2019

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Dr Peter Farvolden Dr Peter Farvolden @drfarvolden

RT @GFaghe: Can we accurately predict #stress from connected activity tracker and environmental data using #MachineLearning? Not yet, but w…

9:49 PM · Apr 29, 2019

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BehaVR BehaVR @BehaVR_al

"Using Machine Learning to Derive Just-In-Time and Personalized Predictors of #Stress https://t.co/QkM07Juyc1;"… https://t.co/hyKOqLlzKO

10:07 PM · Apr 29, 2019

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Deep_In_Depth Deep_In_Depth @Deep_In_Depth

Using Machine Learning to Derive Just-In-Time and Personalized Predictors of Stress: Observational Study Bridging t… https://t.co/Af6XS5EV97

5:37 AM · May 02, 2019

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Amit Prasad Gupta Amit Prasad Gupta @AmitPrasadGupt4

RT @Deep_In_Depth: Using Machine Learning to Derive Just-In-Time and Personalized Predictors of Stress: Observational Study Bridging the Ga…

10:20 AM · May 02, 2019

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Frédéric Mistretta Frédéric Mistretta @FredMistretta

RT @GFaghe: Can we accurately predict #stress from connected activity tracker and environmental data using #MachineLearning? Not yet, but w…

7:45 AM · May 04, 2019

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Rapid News Rapid News @maker_iot_tr

@FredMistretta Posted... https://t.co/9kZ57EJuGm

9:14 AM · May 04, 2019

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Gloria Aguayo, MD, PhD Gloria Aguayo, MD, PhD @gaguayod

RT @GFaghe: Can we accurately predict #stress from connected activity tracker and environmental data using #MachineLearning? Not yet, but w…

9:03 PM · May 11, 2019

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jayeshthakur jayeshthakur @jayeshmthakur

RT @GFaghe: Can we accurately predict #stress from connected activity tracker and environmental data using #MachineLearning? Not yet, but w…

12:06 AM · May 12, 2019

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Guillaume Chevance Guillaume Chevance @GuillChevance

@Heinonmatti Thanks for the MOOC (in my "to watch list" for tomorrow) - you might be interested by this paper… https://t.co/3WRi0HEVXF

1:00 AM · May 15, 2019

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LifeData LifeData @LifeDataCorp

Predictive data from ecological momentary assessment a promising tool for addressing stress. https://t.co/VTAdB1BmZt https://t.co/PsCVaxP1WF

4:07 PM · Jun 11, 2019

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Dr. Elin Björling Dr. Elin Björling @elinbjorling

You know you're a #stress research nerd when you get this excited about a new paper! Machine learning, ecological m… https://t.co/fr5bhh0pJA

4:40 PM · Jun 11, 2019

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Guillaume Chevance Guillaume Chevance @GuillChevance

@JulianBurger Totally agree. Idiographic methods are valuable on their own in some context, while in others it's be… https://t.co/7ZuR1vwKOh

3:08 PM · May 21, 2020

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