Evidence map›Paper›PMID 31380010›Full record

Article2018 IEEE International Conference on Healthcare Informatics Workshops : proceedings : 4-7 June 2018, New York, NY. International Conference on Healthcare Informatics (6th : 2018 : New York, N.Y.). Workshops2018

Predicting Substance Use Disorder in ADHD Patients using Long-Short Term Memory Model.

Sajjad Fouladvand, Emily R Hankosky, Darren W Henderson, Heather Bush, Jin Chen, Linda P Dwoskin, Patricia R Freeman, Kathleen Kantak, Jeffery Talbert, Shiqiang Tao and 1 more

Abstract read
In one paragraph

Article in 2018 IEEE International Conference on Healthcare Informatics Workshops : proceedings : 4-7 June 2018, New York, NY. International Conference on Healthcare Informatics (6th : 2018 : New York, N.Y.). Workshops, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.2field-weighted citation impact, top 46% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 4 citations in OpenAlex.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors at 2 institutions in 1 country.

Sajjad FouladvandInstitute for Biomedical Informatics, University of Kentucky, Lexington, KY.
Emily R HankoskyDepartment of Pharmaceutical Sciences, University of Kentucky, Lexington, KY.
Darren W HendersonDepartment of Pharmacy Practice and Science, University of Kentucky, Lexington, KY.
Heather BushDepartment of Biostatistics, University of Kentucky, Lexington, KY.
Jin ChenInstitute for Biomedical Informatics, University of Kentucky, Lexington, KY.
Linda P DwoskinDepartment of Pharmaceutical Sciences, University of Kentucky, Lexington, KY.
Patricia R FreemanDepartment of Pharmacy Practice and Science, University of Kentucky, Lexington, KY.
Kathleen KantakDepartment of Psychological and Brain Sciences, Boston University, Boston, MA.
Jeffery TalbertDepartment of Pharmacy Practice and Science, University of Kentucky, Lexington, KY.
Shiqiang TaoInstitute for Biomedical Informatics, University of Kentucky, Lexington, KY.
Guo-Qiang ZhangInstitute for Biomedical Informatics, University of Kentucky, Lexington, KY.
University of Kentucky · USBoston University · US

Funding

Training in Drug Abuse Related Research.T32DA016176 · NIDA · UNIVERSITY OF KENTUCKY · PI DWOSKIN, LINDA P · 2004 to 2020
$4.0M
NIDA NIH HHS T32 DA016176
6 · The paper itself

Abstract

About 20% of individuals with attention deficit hyperactivity disorder (ADHD) are first diagnosed during adolescence. While preclinical experiments suggest that adolescent-onset exposure to ADHD medication is an important factor in the development of substance use disorder (SUD) phenotypes in adulthood, the long-term impact of ADHD medication initiated during adolescence has been largely unexplored in humans. Our analysis of 11,624 adolescent ADHD patients in the Truven database indicates that temporal medication features are the important factors on the health consequences related to SUD and ADHD medication initiation during adolescence.

Indexed as

Attention Deficit-Hyperactivity DisorderBig DataLong-Short Term Memory ModelSubstance Use Disorder

Identifiers

PMID31380010
PMCPMC6677134
OpenAlexW2883858102

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.