Validating Machine Learning Algorithms for Twitter Data Against Established Measures of Suicidality (Q31096504)

17 August 2017

Validating Machine Learning Algorithms for Twitter Data Against Established Measures of Suicidality (English)

1 reference

17 August 2017

0 references

0 references

0 references

0 references

0 references

1

Scott R Braithwaite

2 references

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27185366%20AND%20SRC:MED&resulttype=core&format=json

6 June 2020

Christophe Giraud-Carrier

17 August 2017

series ordinal

2

object named as

Christophe Giraud-Carrier

2 references

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27185366%20AND%20SRC:MED&resulttype=core&format=json

6 June 2020

17 August 2017

3

Josh West

2 references

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27185366%20AND%20SRC:MED&resulttype=core&format=json

6 June 2020

17 August 2017

4

Michael D Barnes

2 references

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27185366%20AND%20SRC:MED&resulttype=core&format=json

6 June 2020

17 August 2017

5

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27185366%20AND%20SRC:MED&resulttype=core&format=json

6 June 2020

5

Carl Lee Hanson

1 reference

17 August 2017

16 May 2016

1 reference

17 August 2017

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27185366%20AND%20SRC:MED&resulttype=core&format=json

6 June 2020

volume

3

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27185366%20AND%20SRC:MED&resulttype=core&format=json

6 June 2020

issue

2

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27185366%20AND%20SRC:MED&resulttype=core&format=json

6 June 2020

page(s)

e21

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27185366%20AND%20SRC:MED&resulttype=core&format=json

describes a project that uses

6 June 2020

Amazon Mechanical Turk

1 reference

quotation

... the Twitter feeds of 135 Mechanical Turk (MTurk) participants were compared ... (English)

scikit-learn

object named as

scikit-learn

1 reference

CZ Software Mentions: A large dataset of software mentions in the biomedical literature

cites work

Identifying Chinese Microblog Users With High Suicide Probability Using Internet-Based Profile and Linguistic Features: Classification Model

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

Amazon's Mechanical Turk: A New Source of Inexpensive, Yet High-Quality, Data?

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

Attentive Turkers: MTurk participants perform better on online attention checks than do subject pool participants

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

Social media and suicide prevention: a systematic review

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

Psychological language on Twitter predicts county-level heart disease mortality

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

The reliability of tweets as a supplementary method of seasonal influenza surveillance

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

The association of suicide-related Twitter use with suicidal behaviour: a cross-sectional study of young internet users in Japan

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

Predicting the risk of suicide by analyzing the text of clinical notes

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

Reputation as a sufficient condition for data quality on Amazon Mechanical Turk

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

An exploration of social circles and prescription drug abuse through Twitter

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

Tweaking and tweeting: exploring Twitter for nonmedical use of a psychostimulant drug (Adderall) among college students

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

Suicidal traits in Marilyn Monroe's Fragments: an LIWC analysis

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

Infodemiology and infoveillance tracking online health information and cyberbehavior for public health

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

The interpersonal theory of suicide

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

Connecting the invisible dots: reaching lesbian, gay, and bisexual adolescents and young adults at risk for suicide through online social networks.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

Infodemiology and infoveillance: framework for an emerging set of public health informatics methods to analyze search, communication and publication behavior on the Internet

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

Screening as an approach for adolescent suicide prevention

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

Screening for suicide risk in adults: a summary of the evidence for the U.S. Preventive Services Task Force

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

A brief screening tool for suicidal symptoms in adolescents and young adults in general health settings: reliability and validity data from the Australian National General Practice Youth Suicide Prevention Project

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

Word use in the poetry of suicidal and nonsuicidal poets.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

The science of prevention. A conceptual framework and some directions for a national research program

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

Attempted suicide in youth: its relationship to school achievement, educational goals, and socioeconomic status

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

Suicide as escape from self

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

School-based screening for suicide risk: balancing costs and benefits.

21 June 2018

1 reference

https://api.crossref.org/works/10.2196%2FMENTAL.4822

Tracking suicide risk factors through Twitter in the US.

21 January 2018

1 reference

https://api.crossref.org/works/10.2196%2FMENTAL.4822

Suicidal desire and the capability for suicide: tests of the interpersonal-psychological theory of suicidal behavior among adults

21 January 2018

1 reference

https://api.crossref.org/works/10.2196%2FMENTAL.4822

Diurnal and seasonal mood vary with work, sleep, and daylength across diverse cultures

21 January 2018

1 reference

https://api.crossref.org/works/10.2196%2FMENTAL.4822

Correction: Predicting the Risk of Suicide by Analyzing the Text of Clinical Notes

21 January 2018

1 reference

https://api.crossref.org/works/10.2196%2FMENTAL.4822

Love and achievement motives in women's and men's suicide notes

21 January 2018

1 reference

https://api.crossref.org/works/10.2196%2FMENTAL.4822

Risk factors of suicidal ideations and attempts in talented, at-risk girls.

21 January 2018

1 reference

https://api.crossref.org/works/10.2196%2FMENTAL.4822

Suicide proneness in college students: relationships with gender, procrastination, and achievement motivation

21 January 2018

1 reference

https://api.crossref.org/works/10.2196%2FMENTAL.4822

A randomized controlled trial of postcrisis suicide prevention

21 January 2018

1 reference

https://api.crossref.org/works/10.2196%2FMENTAL.4822

Detecting suicidality on Twitter

21 January 2018

1 reference

https://api.crossref.org/works/10.2196%2FMENTAL.4822

Psychometric properties of the Beck Self-Esteem Scales

21 January 2018

1 reference

https://api.crossref.org/works/10.2196%2FMENTAL.4822

Linac based radiosurgery; a technical report

21 January 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4886102

Detecting Changes in Suicide Content Manifested in Social Media Following Celebrity Suicides

25 November 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/27185366

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.2196/MENTAL.4822

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27185366%20AND%20SRC:MED&resulttype=core&format=json

6 June 2020

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27185366%20AND%20SRC:MED&resulttype=core&format=json

6 June 2020

PubMed publication ID

27185366

1 reference