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

Infodemiology and Infoveillance (1461) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1793) Machine Learning (1748) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1089) Mass Media/Social Media Communication and Campaigns (512) Smoking Cessation (594)

Published on in Vol 22, No 8 (2020): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/17478, first published .
Machine Learning Classifiers for Twitter Surveillance of Vaping: Comparative Machine Learning Study

Machine Learning Classifiers for Twitter Surveillance of Vaping: Comparative Machine Learning Study

Machine Learning Classifiers for Twitter Surveillance of Vaping: Comparative Machine Learning Study

Authors of this article:

Shyam Visweswaran1, 2 Author Orcid Image ;   Jason B Colditz3 Author Orcid Image ;   Patrick O’Halloran1 Author Orcid Image ;   Na-Rae Han4 Author Orcid Image ;   Sanya B Taneja2 Author Orcid Image ;   Joel Welling5 Author Orcid Image ;   Kar-Hai Chu3 Author Orcid Image ;   Jaime E Sidani3 Author Orcid Image ;   Brian A Primack6 Author Orcid Image
Article Authors Cited by (22) Tweetations (23) Metrics
All Time | Last Month | Last Six Months | Last Year
JMIR Publications JMIR Publications @jmirpub

New in JMIR: Machine Learning Classifiers for #Twitter #Surveillance of Vaping: Comparative Machine Learning #Study… https://t.co/fhXd80Zbz0

2:44 PM · Aug 12, 2020

0
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Sven Awege Sven Awege @SVENNIECO

Machine Learning Classifiers for Twitter Surveillance of Vaping: Comparative Machine Learning Study https://t.co/0cpOwbEQcB

3:10 PM · Aug 12, 2020

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Jason Colditz Jason Colditz @ColditzJB

New publication out today! We developed machine learning classifiers to monitor vaping sentiment on Twitter. Import… https://t.co/oym96NQDU5

9:09 PM · Aug 12, 2020

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9
Public Health Data Science Public Health Data Science @PublicHealthBot

RT @ColditzJB: New publication out today! We developed machine learning classifiers to monitor vaping sentiment on Twitter. Important for p…

9:10 PM · Aug 12, 2020

13
9
Pitt Behavioral Health, Media, & Tech Pitt Behavioral Health, Media, & Tech @PittHealthTech

RT @ColditzJB: New publication out today! We developed machine learning classifiers to monitor vaping sentiment on Twitter. Important for p…

9:11 PM · Aug 12, 2020

13
9
Pitt General Internal Medicine Pitt General Internal Medicine @PittGIM

RT @ColditzJB: New publication out today! We developed machine learning classifiers to monitor vaping sentiment on Twitter. Important for p…

9:11 PM · Aug 12, 2020

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Shyam Visweswaran Shyam Visweswaran @Shyam_Vis

RT @ColditzJB: New publication out today! We developed machine learning classifiers to monitor vaping sentiment on Twitter. Important for p…

9:12 PM · Aug 12, 2020

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Beth Hoffman, MPH Beth Hoffman, MPH @HoffmanBethL

Great work that is critical as #publichealth works to address health concerns related to #vaping, particularly amon… https://t.co/7G7IWxZ8Gv

9:26 PM · Aug 12, 2020

2
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DataScienceSentiment_Bot DataScienceSentiment_Bot @SigularityHub

RT @ColditzJB: New publication out today! We developed machine learning classifiers to monitor vaping sentiment on Twitter. Important for p…

9:28 PM · Aug 12, 2020

13
9
Data for Health Data for Health @d4hio

RT @ColditzJB: New publication out today! We developed machine learning classifiers to monitor vaping sentiment on… https://t.co/q4esqwEaNj

10:19 PM · Aug 12, 2020

2
2
Beka "Bexx" Modebade Beka "Bexx" Modebade @bexxmodd

RT @d4hio: RT @ColditzJB: New publication out today! We developed machine learning classifiers to monitor vaping sentiment on Twitter. Impo…

10:19 PM · Aug 12, 2020

2
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Dr. Jaime Sidani Dr. Jaime Sidani @jaimesidani

Proud to be a part of this team doing such important work! https://t.co/WPy4LGrJAd

11:18 PM · Aug 12, 2020

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Nikos Mellios Nikos Mellios @nikosmellios

RT @d4hio: RT @ColditzJB: New publication out today! We developed machine learning classifiers to monitor vaping sentiment on Twitter. Impo…

12:18 AM · Aug 13, 2020

2
2
Sherry Emery Sherry Emery @SherryEmery

RT @ColditzJB: New publication out today! We developed machine learning classifiers to monitor vaping sentiment on Twitter. Important for p…

4:01 AM · Aug 13, 2020

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César G. Escobar-Viera, MD, PhD César G. Escobar-Viera, MD, PhD @cescobarv

RT @ColditzJB: New publication out today! We developed machine learning classifiers to monitor vaping sentiment on Twitter. Important for p…

4:18 AM · Aug 13, 2020

13
9
Beka "Bexx" Modebade Beka "Bexx" Modebade @bexxmodd

RT @ColditzJB: New publication out today! We developed machine learning classifiers to monitor vaping sentiment on Twitter. Important for p…

4:18 AM · Aug 13, 2020

13
9
Adam Dunn Adam Dunn @adamgdunn

RT @ColditzJB: New publication out today! We developed machine learning classifiers to monitor vaping sentiment on Twitter. Important for p…

9:52 AM · Aug 13, 2020

13
9
Mary Mary @bcastbloggers

Machine Learning Classifiers for Twitter Surveillance of Vaping: Comparative Machine Learning Study. https://t.co/K7zZZFU3xh

12:55 PM · Aug 14, 2020

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Saqib Ali Saqib Ali @saqibali_ca

Machine Learning Classifiers for Twitter Surveillance of Vaping : Comparative Machine Learning Study - PubMed https://t.co/cHIQSok89G

1:00 PM · Aug 14, 2020

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Pitt General Internal Medicine Pitt General Internal Medicine @PittGIM

Study in @jmirpub—including PittGIM/@PittHealthTech's @ColditzJB @karhai @jaimesidani—derived and evaluated traditi… https://t.co/pSUwJoTvDs

1:34 PM · Aug 19, 2020

10
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Jason Colditz Jason Colditz @ColditzJB

RT @PittGIM: Study in @jmirpub—including PittGIM/@PittHealthTech's @ColditzJB @karhai @jaimesidani—derived and evaluated traditional & deep…

1:47 PM · Aug 19, 2020

10
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Pitt Behavioral Health, Media, & Tech Pitt Behavioral Health, Media, & Tech @PittHealthTech

RT @PittGIM: Study in @jmirpub—including PittGIM/@PittHealthTech's @ColditzJB @karhai @jaimesidani—derived and evaluated traditional & deep…

1:48 PM · Aug 19, 2020

10
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Pitt Addiction Medicine Pitt Addiction Medicine @PittSTREAM

RT @PittGIM: Study in @jmirpub—including PittGIM/@PittHealthTech's @ColditzJB @karhai @jaimesidani—derived and evaluated traditional & deep…

2:18 PM · Aug 19, 2020

10
5
School of Computing and Information School of Computing and Information @SciPitt

RT @PittGIM: Study in @jmirpub—including PittGIM/@PittHealthTech's @ColditzJB @karhai @jaimesidani—derived and evaluated traditional & deep…

4:25 PM · Aug 19, 2020

10
5
César G. Escobar-Viera, MD, PhD César G. Escobar-Viera, MD, PhD @cescobarv

Another awesome new publication from the @PittHealthTech and @DBMI_Pitt team. Congrats, @ColditzJB @karhai… https://t.co/DREXilPIJc

5:11 PM · Aug 19, 2020

9
3
SBMDigitalHealth SBMDigitalHealth @SBMDigitalHlth

RT @cescobarv: Another awesome new publication from the @PittHealthTech and @DBMI_Pitt team. Congrats, @ColditzJB @karhai @jaimesidani and…

5:12 PM · Aug 19, 2020

9
3
Pitt Biomedical Informatics Pitt Biomedical Informatics @DBMI_Pitt

RT @cescobarv: Another awesome new publication from the @PittHealthTech and @DBMI_Pitt team. Congrats, @ColditzJB @karhai @jaimesidani and…

6:22 PM · Aug 19, 2020

9
3
JMIR Publications JMIR Publications @jmirpub

RT @PittGIM: Study in @jmirpub—including PittGIM/@PittHealthTech's @ColditzJB @karhai @jaimesidani—derived and evaluated traditional & deep…

8:05 PM · Aug 19, 2020

10
5
Pitt Behavioral Health, Media, & Tech Pitt Behavioral Health, Media, & Tech @PittHealthTech

RT @cescobarv: Another awesome new publication from the @PittHealthTech and @DBMI_Pitt team. Congrats, @ColditzJB @karhai @jaimesidani and…

3:22 PM · Aug 27, 2020

9
3
Pitt Addiction Medicine Pitt Addiction Medicine @PittSTREAM

A @PittHealthTech & @DBMI_Pitt study with @jaimesidani in @jmirpub derived and evaluated traditional & deep learnin… https://t.co/6aiCvh62RN

4:30 PM · Dec 30, 2020

4
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Pitt General Internal Medicine Pitt General Internal Medicine @PittGIM

RT @PittSTREAM: A @PittHealthTech & @DBMI_Pitt study with @jaimesidani in @jmirpub derived and evaluated traditional & deep learning classi…

5:00 PM · Dec 30, 2020

4
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Pitt Biomedical Informatics Pitt Biomedical Informatics @DBMI_Pitt

RT @PittSTREAM: A @PittHealthTech & @DBMI_Pitt study with @jaimesidani in @jmirpub derived and evaluated traditional & deep learning classi…

3:41 PM · Jan 05, 2021

4
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Pitt Behavioral Health, Media, & Tech Pitt Behavioral Health, Media, & Tech @PittHealthTech

RT @PittSTREAM: A @PittHealthTech & @DBMI_Pitt study with @jaimesidani in @jmirpub derived and evaluated traditional & deep learning classi…

4:00 PM · Jan 05, 2021

4
4
JMIR Publications JMIR Publications @jmirpub

RT @PittSTREAM: A @PittHealthTech & @DBMI_Pitt study with @jaimesidani in @jmirpub derived and evaluated traditional & deep learning classi…

3:45 AM · Jan 06, 2021

4
4
Mary Heston Mary Heston @maryheston

Machine Learning Classifiers for Twitter Surveillance of Vaping: Comparative Machine Learning Study. https://t.co/LLx5iGdJYJ

10:04 AM · Jan 24, 2021

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Mary Mary @bcastbloggers

Machine Learning Classifiers for Twitter Surveillance of Vaping: Comparative Machine Learning Study. https://t.co/FdOYAI26fR

12:06 PM · Jan 24, 2021

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