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Discover Pediatric Collections on COVID-19 and Racism and Its Effects on Pediatric Health

American Academy of Pediatrics
Review Article

Machine Learning for Child and Adolescent Health: A Systematic Review

Zahra Hoodbhoy, Sarah Masroor Jeelani, Abeer Aziz, Muhammad Ibrahim Habib, Bilal Iqbal, Waqaas Akmal, Khan Siddiqui, Babar Hasan, Mariska Leeflang and Jai K. Das
Pediatrics January 2021, 147 (1) e2020011833; DOI: https://doi.org/10.1542/peds.2020-011833
Zahra Hoodbhoy
aDepartment of Pediatrics and Child Health,
∗Contributed equally as co-first authors
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Sarah Masroor Jeelani
aDepartment of Pediatrics and Child Health,
∗Contributed equally as co-first authors
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Abeer Aziz
aDepartment of Pediatrics and Child Health,
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Muhammad Ibrahim Habib
bThe Aga Khan University, Karachi, Pakistan;
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Bilal Iqbal
bThe Aga Khan University, Karachi, Pakistan;
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Waqaas Akmal
bThe Aga Khan University, Karachi, Pakistan;
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Khan Siddiqui
cRussell H. Morgan Department of Radiology and Radiological Science, School of Medicine, Johns Hopkins University, Baltimore, Maryland; and
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Babar Hasan
aDepartment of Pediatrics and Child Health,
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Mariska Leeflang
dDepartment of Clinical Epidemiology and Biostatistics, University of Amsterdam, Amsterdam, Netherlands
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Jai K. Das
aDepartment of Pediatrics and Child Health,
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Article Information

vol. 147 no. 1 e2020011833
DOI 
https://doi.org/10.1542/peds.2020-011833
PubMed 
33323492

Published By 
American Academy of Pediatrics
Print ISSN 
0031-4005
Online ISSN 
1098-4275
History 
  • Accepted September 25, 2020
  • Published online January 1, 2021.

Article Versions

  • previous version (December 15, 2020 - 00:05).
  • You are viewing the most recent version of this article.
Copyright & Usage 
Copyright © 2021 by the American Academy of Pediatrics

Author Information

  1. Zahra Hoodbhoy, MBBS, MEda,∗,
  2. Sarah Masroor Jeelani, MBBSa,∗,
  3. Abeer Aziz, MBBSa,
  4. Muhammad Ibrahim Habibb,
  5. Bilal Iqbalb,
  6. Waqaas Akmal, MBBSb,
  7. Khan Siddiqui, MDc,
  8. Babar Hasan, MBBSa,
  9. Mariska Leeflang, PhDd, and
  10. Jai K. Das, MBBS, MBAa
  1. aDepartment of Pediatrics and Child Health,
  2. bThe Aga Khan University, Karachi, Pakistan;
  3. cRussell H. Morgan Department of Radiology and Radiological Science, School of Medicine, Johns Hopkins University, Baltimore, Maryland; and
  4. dDepartment of Clinical Epidemiology and Biostatistics, University of Amsterdam, Amsterdam, Netherlands
  5. ∗Contributed equally as co-first authors
  1. Ms Hoodbhoy and Ms Masroor Jeelani were involved in the conceptualization, screening, extraction, and write up of the manuscript; Mr Aziz, Mr Habib, Mr Iqbal, and Mr Akmal were involved in screening, extraction, and review of the analysis; Mr Das, Drs Leeflang and Siddiqui, and Mr Hasan were involved in the conceptualization and review of the results and manuscript; and all authors approved the final manuscript as submitted and agree to be accountable for all aspects of the work.

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Pediatrics
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1 Jan 2021
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Machine Learning for Child and Adolescent Health: A Systematic Review
Zahra Hoodbhoy, Sarah Masroor Jeelani, Abeer Aziz, Muhammad Ibrahim Habib, Bilal Iqbal, Waqaas Akmal, Khan Siddiqui, Babar Hasan, Mariska Leeflang, Jai K. Das
Pediatrics Jan 2021, 147 (1) e2020011833; DOI: 10.1542/peds.2020-011833

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Machine Learning for Child and Adolescent Health: A Systematic Review
Zahra Hoodbhoy, Sarah Masroor Jeelani, Abeer Aziz, Muhammad Ibrahim Habib, Bilal Iqbal, Waqaas Akmal, Khan Siddiqui, Babar Hasan, Mariska Leeflang, Jai K. Das
Pediatrics Jan 2021, 147 (1) e2020011833; DOI: 10.1542/peds.2020-011833
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