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

Depression and Mood Disorders; Suicide Prevention (1508) Research Instruments, Questionnaires, and Tools (658) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (1785) Diagnostic Tools in Mental Health (278) Development and Evaluation of Research Methods, Instruments and Tools (630) Decision Support for Health Professionals (1330) Machine Learning (1711)

Published on in Vol 10 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/48444, first published .
Patient Health Questionnaire-9 Item Pairing Predictiveness for Prescreening Depressive Symptomatology: Machine Learning Analysis

Patient Health Questionnaire-9 Item Pairing Predictiveness for Prescreening Depressive Symptomatology: Machine Learning Analysis

Patient Health Questionnaire-9 Item Pairing Predictiveness for Prescreening Depressive Symptomatology: Machine Learning Analysis

Authors of this article:

Darragh Glavin1, 2 Author Orcid Image ;   Eoin Martino Grua1, 2 Author Orcid Image ;   Carina Akemi Nakamura3 Author Orcid Image ;   Marcia Scazufca3, 4 Author Orcid Image ;   Edinilza Ribeiro dos Santos5 Author Orcid Image ;   Gloria H Y Wong6, 7 Author Orcid Image ;   William Hollingworth8 Author Orcid Image ;   Tim J Peters9 Author Orcid Image ;   Ricardo Araya10 Author Orcid Image ;   Pepijn Van de Ven1, 2 Author Orcid Image
Article Authors Cited by (3) Tweetations (4) Metrics
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JMIR Publications JMIR Publications @jmirpub

JMIR Mental Health: Patient #Health Questionnaire-9 Item Pairing Predictiveness for Prescreening #depressive Symptomatology: Machine Learning Analysis https://t.co/gc0666FsnL https://t.co/LuuWA3tFwY

2:26 PM · Oct 19, 2023

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JMIR Mental Health JMIR Mental Health @JMIR_JMH

RT @jmirpub: JMIR Mental Health: Patient #Health Questionnaire-9 Item Pairing Predictiveness for Prescreening #depressive Symptomatology: M…

2:26 PM · Oct 19, 2023

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Darragh Glavin Darragh Glavin @Glavelele

RT @jmirpub: JMIR Mental Health: Patient #Health Questionnaire-9 Item Pairing Predictiveness for Prescreening #depressive Symptomatology: M…

5:24 PM · Oct 19, 2023

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Darragh Glavin Darragh Glavin @Glavelele

Our latest #publication is now available! We combined machine learning models with all possible PHQ-9 item pairings and compared their performance with that of the PHQ-2 for pre-screening depressive symptomatology. https://t.co/fj6OfD6dRx #PhD #research @HRI_UL @JMIR_JMH

5:53 PM · Oct 19, 2023

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Leah Keating Leah Keating @leahakeating

RT @Glavelele: Our latest #publication is now available! We combined machine learning models with all possible PHQ-9 item pairings and comp…

8:10 PM · Oct 19, 2023

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data_science_ie data_science_ie @data_science_ie

RT @Glavelele: Our latest #publication is now available! We combined machine learning models with all possible PHQ-9 item pairings and comp…

7:06 AM · Oct 20, 2023

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