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

Crowdsourcing and Mechanical Turks (101) Machine Learning (1769) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1089) Infodemiology and Infoveillance (1468) Surveillance Systems (494) Public Health Informatics (101) New Methods (1035) Innovative Methods in Public Health and Surveillance (360)

Published on in Vol 24, No 1 (2022): January

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/28749, first published .
Crowdsourcing for Machine Learning in Public Health Surveillance: Lessons Learned From Amazon Mechanical Turk

Crowdsourcing for Machine Learning in Public Health Surveillance: Lessons Learned From Amazon Mechanical Turk

Crowdsourcing for Machine Learning in Public Health Surveillance: Lessons Learned From Amazon Mechanical Turk

Authors of this article:

Zahra Shakeri Hossein Abad1, 2 Author Orcid Image ;   Gregory P Butler3 Author Orcid Image ;   Wendy Thompson3 Author Orcid Image ;   Joon Lee2, 4, 5 Author Orcid Image
Article Authors Cited by (4) Tweetations (15) Metrics
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Tom Bellis Tom Bellis @tommybellis

Crowdsourcing for Machine Learning in Public Health Surveillance: Lessons Learned From Amazon Mechanical Turk… https://t.co/kn7D01HqjY

4:19 PM · Jan 18, 2022

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1
JMIR Publications JMIR Publications @jmirpub

New in JMIR: Crowdsourcing for Machine Learning in #PublicHealth #Surveillance: Lessons Learned From Amazon Mechani… https://t.co/kzyR0VwFFl

4:22 PM · Jan 18, 2022

3
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Journal of Medical Internet Research Journal of Medical Internet Research @JMIR_

RT @jmirpub: New in JMIR: Crowdsourcing for Machine Learning in #PublicHealth #Surveillance: Lessons Learned From Amazon Mechanical Turk ht…

4:22 PM · Jan 18, 2022

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Public Health Data Science Public Health Data Science @PublicHealthBot

RT @tommybellis: Crowdsourcing for Machine Learning in Public Health Surveillance: Lessons Learned From Amazon Mechanical Turk https://t.co…

4:22 PM · Jan 18, 2022

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Global Health Observ Global Health Observ @GlobalPHObserv

RT @jmirpub: New in JMIR: Crowdsourcing for Machine Learning in #PublicHealth #Surveillance: Lessons Learned From Amazon Mechanical Turk ht…

4:29 PM · Jan 18, 2022

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Global Health Observ Global Health Observ @GlobalPHObserv

RT @jmirpub: New in JMIR: Crowdsourcing for Machine Learning in #PublicHealth #Surveillance: Lessons Learned From Amazon Mechanical Turk ht…

4:29 PM · Jan 18, 2022

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Public Health Data Science Public Health Data Science @PublicHealthBot

RT @jmirpub: New in JMIR: Crowdsourcing for Machine Learning in #PublicHealth #Surveillance: Lessons Learned From Amazon Mechanical Turk ht…

4:30 PM · Jan 18, 2022

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Public Health Data Science Public Health Data Science @PublicHealthBot

RT @jmirpub: New in JMIR: Crowdsourcing for Machine Learning in #PublicHealth #Surveillance: Lessons Learned From Amazon Mechanical Turk ht…

4:30 PM · Jan 18, 2022

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Mary Heston Mary Heston @maryheston

Crowdsourcing for Machine Learning in Public Health Surveillance: Lessons Learned From Amazon Mechanical Turk https://t.co/upYZ5hqmwb

8:03 AM · Jan 21, 2022

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Public Health Data Science Public Health Data Science @PublicHealthBot

RT @maryheston: Crowdsourcing for Machine Learning in Public Health Surveillance: Lessons Learned From Amazon Mechanical Turk https://t.co/…

8:11 AM · Jan 21, 2022

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Public Health Data Science Public Health Data Science @PublicHealthBot

RT @maryheston: Crowdsourcing for Machine Learning in Public Health Surveillance: Lessons Learned From Amazon Mechanical Turk https://t.co/…

8:11 AM · Jan 21, 2022

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1
Culture of Health Eq Culture of Health Eq @CofHEQ

RT @jmirpub: New in JMIR: Crowdsourcing for Machine Learning in #PublicHealth #Surveillance: Lessons Learned From Amazon Mechanical Turk ht…

1:35 PM · Jan 22, 2022

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Culture of Health Eq Culture of Health Eq @CofHEQ

RT @jmirpub: New in JMIR: Crowdsourcing for Machine Learning in #PublicHealth #Surveillance: Lessons Learned From Amazon Mechanical Turk ht…

1:35 PM · Jan 22, 2022

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GlobalHealthAdvisors GlobalHealthAdvisors @ghia1212

RT @jmirpub: New in JMIR: Crowdsourcing for Machine Learning in #PublicHealth #Surveillance: Lessons Learned From Amazon Mechanical Turk ht…

2:01 PM · Jan 22, 2022

3
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GlobalHealthAdvisors GlobalHealthAdvisors @ghia1212

RT @jmirpub: New in JMIR: Crowdsourcing for Machine Learning in #PublicHealth #Surveillance: Lessons Learned From Amazon Mechanical Turk ht…

2:01 PM · Jan 22, 2022

3
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Equity and Health Equity and Health @equityhealthdev

RT @jmirpub: New in JMIR: Crowdsourcing for Machine Learning in #PublicHealth #Surveillance: Lessons Learned From Amazon Mechanical Turk ht…

2:16 PM · Jan 22, 2022

3
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Equity and Health Equity and Health @equityhealthdev

RT @jmirpub: New in JMIR: Crowdsourcing for Machine Learning in #PublicHealth #Surveillance: Lessons Learned From Amazon Mechanical Turk ht…

2:16 PM · Jan 22, 2022

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Zahra Shakeri Zahra Shakeri @ZahraShakerii

The quality of crowd-generated labels can significantly impact the quality of ML models developed for #publichealth… https://t.co/CtQ9AkgBeu

3:36 PM · Jan 22, 2022

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2
Zahra Shakeri Zahra Shakeri @ZahraShakerii

The quality of crowd-generated labels can significantly impact the quality of ML models developed for #publichealth… https://t.co/CtQ9AkgBeu

3:36 PM · Jan 22, 2022

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2
Machine Learning Bot Machine Learning Bot @ML_Tweet_Bot

RT @ZahraShakerii: The quality of crowd-generated labels can significantly impact the quality of ML models developed for #publichealth deci…

3:36 PM · Jan 22, 2022

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2
Machine Learning Bot Machine Learning Bot @ML_Tweet_Bot

RT @ZahraShakerii: The quality of crowd-generated labels can significantly impact the quality of ML models developed for #publichealth deci…

3:36 PM · Jan 22, 2022

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2
Dr. Oliver Karras Dr. Oliver Karras @OliverKarras

RT @ZahraShakerii: The quality of crowd-generated labels can significantly impact the quality of ML models developed for #publichealth deci…

5:28 PM · Jan 22, 2022

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2
Dr. Oliver Karras Dr. Oliver Karras @OliverKarras

RT @ZahraShakerii: The quality of crowd-generated labels can significantly impact the quality of ML models developed for #publichealth deci…

5:28 PM · Jan 22, 2022

4
2
Lucia Ruggiero EALR Lucia Ruggiero EALR @luciaruggiero

RT @jmirpub: New in JMIR: Crowdsourcing for Machine Learning in #PublicHealth #Surveillance: Lessons Learned From Amazon Mechanical Turk ht…

1:25 PM · Jan 23, 2022

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Lucia Ruggiero EALR Lucia Ruggiero EALR @luciaruggiero

RT @jmirpub: New in JMIR: Crowdsourcing for Machine Learning in #PublicHealth #Surveillance: Lessons Learned From Amazon Mechanical Turk ht…

1:25 PM · Jan 23, 2022

3
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jrt1201a jrt1201a @jrt1201a

#publichealth C#social network analysis rowdsourcing for Machine Learning in Public Health Surveillance: Lessons… https://t.co/UrCGkkDHDN

12:58 AM · Mar 08, 2022

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1
jrt1201a jrt1201a @jrt1201a

#publichealth C#social network analysis rowdsourcing for Machine Learning in Public Health Surveillance: Lessons… https://t.co/UrCGkkDHDN

12:58 AM · Mar 08, 2022

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1
Public Health Data Science Public Health Data Science @PublicHealthBot

RT @jrt1201a: #publichealth C#social network analysis rowdsourcing for Machine Learning in Public Health Surveillance: Lessons Learned F…

1:02 AM · Mar 08, 2022

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Public Health Data Science Public Health Data Science @PublicHealthBot

RT @jrt1201a: #publichealth C#social network analysis rowdsourcing for Machine Learning in Public Health Surveillance: Lessons Learned F…

1:02 AM · Mar 08, 2022

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Saqib Ali Saqib Ali @saqibali_ca

Crowdsourcing for #MachineLearning in Public Health Surveillance : Lessons Learned From Amazon Mechanical Turk - Pu… https://t.co/fwzkEVSDnk

1:23 AM · Mar 08, 2022

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Saqib Ali Saqib Ali @saqibali_ca

Crowdsourcing for #MachineLearning in Public Health Surveillance : Lessons Learned From Amazon Mechanical Turk - Pu… https://t.co/fwzkEVSDnk

1:23 AM · Mar 08, 2022

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Chidambara .ML. Chidambara .ML. @chidambara09

RT @saqibali_ca: Crowdsourcing for #MachineLearning in Public Health Surveillance : Lessons Learned From Amazon Mechanical Turk - PubMed h…

5:46 AM · Mar 08, 2022

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Chidambara .ML. Chidambara .ML. @chidambara09

RT @saqibali_ca: Crowdsourcing for #MachineLearning in Public Health Surveillance : Lessons Learned From Amazon Mechanical Turk - PubMed h…

5:46 AM · Mar 08, 2022

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