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

Cardiac Risk and Cardiac Risk Calculators (58) Machine Learning (1627) Natural Language Processing (763) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1074) Infodemiology and Infoveillance (1422) New Methods (1003) Cardiovascular Disease Prevention (158)

Published on in Vol 5, No 1 (2021): Jan-Jun

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/24473, first published .
Predicting Cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models

Predicting Cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models

Predicting Cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models

Authors of this article:

Anietie U Andy1 Author Orcid Image ;   Sharath C Guntuku1, 1, 2 Author Orcid Image ;   Srinath Adusumalli3, 4 Author Orcid Image ;   David A Asch3, 5, 6 Author Orcid Image ;   Peter W Groeneveld5, 6 Author Orcid Image ;   Lyle H Ungar1 Author Orcid Image ;   Raina M Merchant1, 3, 7 Author Orcid Image
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New in JMIR Cardio: Predicting #cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Lear… https://t.co/Eye0f1YacR

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RT @jmirpub: New in JMIR Cardio: Predicting #cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models…

2:50 PM · Feb 19, 2021

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Raina Merchant, MD MSHP Raina Merchant, MD MSHP @RainaMerchant

JMIR Cardio - Predicting Cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Mo… https://t.co/yT6cjT8wg9

4:19 PM · Feb 19, 2021

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RT @RainaMerchant: JMIR Cardio - Predicting Cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models…

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RT @RainaMerchant: JMIR Cardio - Predicting Cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models…

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RT @RainaMerchant: JMIR Cardio - Predicting Cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models…

4:32 PM · Feb 19, 2021

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doctick doctick @doctick

#NLP "Predicting Cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models." https://t.co/VHx3ZIKSH8

11:22 AM · Feb 20, 2021

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RT @doctick: #NLP "Predicting Cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models." https://t.co…

11:22 AM · Feb 20, 2021

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Culture of Health Eq Culture of Health Eq @CofHEQ

RT @jmirpub: New in JMIR Cardio: Predicting #cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models…

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GlobalHealthAdvisors GlobalHealthAdvisors @ghia1212

RT @jmirpub: New in JMIR Cardio: Predicting #cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models…

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Equity and Health Equity and Health @equityhealthdev

RT @jmirpub: New in JMIR Cardio: Predicting #cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models…

1:40 PM · Feb 20, 2021

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Lucia Ruggiero EALR Lucia Ruggiero EALR @luciaruggiero

RT @jmirpub: New in JMIR Cardio: Predicting #cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models…

1:49 PM · Feb 20, 2021

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Penn Med CDH Penn Med CDH @PennMedCDH

Can social media help predict cardiovascular risk? A new study reveals that language from Facebook posts can help p… https://t.co/3JMNhSNtyD

8:41 PM · Feb 22, 2021

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RT @PennMedCDH: Can social media help predict cardiovascular risk? A new study reveals that language from Facebook posts can help predict a…

8:41 PM · Feb 22, 2021

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Penn Med Innovation Penn Med Innovation @PM_Innovation

Read the latest research from @PennMedCDH in @jmirpub: Language used on social media can provide insights about an… https://t.co/7b70BhZCPm

8:42 PM · Feb 22, 2021

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Machine Learning Bot Machine Learning Bot @ML_Tweet_Bot

RT @PM_Innovation: Read the latest research from @PennMedCDH in @jmirpub: Language used on social media can provide insights about an indiv…

8:42 PM · Feb 22, 2021

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Srinath Adusumalli, MD, MSHP Srinath Adusumalli, MD, MSHP @sri_adu

RT @PennMedCDH: Can social media help predict cardiovascular risk? A new study reveals that language from Facebook posts can help predict a…

8:43 PM · Feb 22, 2021

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Janet Prvu Bettger, ScD MS Janet Prvu Bettger, ScD MS @jpbettger

RT @PM_Innovation: Read the latest research from @PennMedCDH in @jmirpub: Language used on social media can provide insights about an indiv…

2:40 AM · Feb 23, 2021

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doctick doctick @doctick

#NLP "Predicting Cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models" https://t.co/4VUzPwDY1h

8:22 PM · Feb 23, 2021

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Saqib Ali Saqib Ali @saqibali_ca

Predicting Cardiovascular Risk Using Social Media Data : Performance Evaluation of #MachineLearning Models - PubMed… https://t.co/T7aNEO0k1J

12:53 AM · Feb 24, 2021

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