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Previously submitted to: JMIR Bioinformatics and Biotechnology (no longer under consideration since Sep 19, 2021)

Date Submitted: Jul 3, 2021
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Big Data use in Attention Deficit Hyperactivity Disorder research: a brief revision

  • Luiza Araujo Diniz; 
  • Brenda Alves Barnabe; 
  • Maira Lopes dos Santos Moura; 
  • Yuri de Castro Machado; 
  • Debora Marques de Miranda

ABSTRACT

Background:

Attention Deficit Hyperactivity Disorder (ADHD) is the most prevalent neurobehavioral disorder in childhood. ADHD is a heterogeneous disorder characterized by symptoms of hyperactivity/impulsiveness and inattention.

Objective:

We aim to understand how Big Data updated medical practice and clinical ADHD decision-making.

Methods:

We reviewed databases to identify how extensive amounts of data reanalyzed in different prisma might be relevant to a better interpretation of the diagnosis, therapy, and ADHD propaedeutics.

Results:

Big Data analysis has been applied in imaging, movement pattern studies, data obtained through social networks, epidemiological studies promotion, treatment analysis, and ADHD etiology knowledge improvement.

Conclusions:

The analysis is still incipient but shows perspective to improve and manage better the ADHD features in the future.


 Citation

Please cite as:

Araujo Diniz L, Alves Barnabe B, Lopes dos Santos Moura M, de Castro Machado Y, Marques de Miranda D

Big Data use in Attention Deficit Hyperactivity Disorder research: a brief revision

JMIR Preprints. 03/07/2021:31771

DOI: 10.2196/preprints.31771

URL: https://preprints.jmir.org/preprint/31771

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