[HTML][HTML] Predicting acute suicidal ideation on Instagram using ensemble machine learning models

D Lekkas, RJ Klein, NC Jacobson - Internet interventions, 2021 - Elsevier
Introduction Online social networking data (SN) is a contextually and temporally rich data
stream that has shown promise in the prediction of suicidal thought and behavior. Despite …

[HTML][HTML] Predicting acute suicidal ideation on Instagram using ensemble machine learning models

D Lekkas, RJ Klein, NC Jacobson - Internet Interventions, 2021 - ncbi.nlm.nih.gov
Methods We applied an ensemble machine learning model on a previously published
dataset of adolescents on Instagram with a prior history of lifetime SI (N= 52) to predict SI …

[PDF][PDF] Predicting acute suicidal ideation on Instagram using ensemble machine learning models

D Lekkas, RJ Klein, NC Jacobson - Internet Interventions, 2021 - damienlekkas.com
Introduction: Online social networking data (SN) is a contextually and temporally rich data
stream that has shown promise in the prediction of suicidal thought and behavior. Despite …

[PDF][PDF] Predicting acute suicidal ideation on Instagram using ensemble machine learning models

D Lekkas, RJ Klein, NC Jacobson - Internet Interventions, 2021 - nicholasjacobson.com
Introduction: Online social networking data (SN) is a contextually and temporally rich data
stream that has shown promise in the prediction of suicidal thought and behavior. Despite …

Predicting acute suicidal ideation on Instagram using ensemble machine learning models.

D Lekkas, RJ Klein, NC Jacobson - Internet Interventions, 2021 - europepmc.org
Methods We applied an ensemble machine learning model on a previously published
dataset of adolescents on Instagram with a prior history of lifetime SI (N= 52) to predict SI …

Predicting acute suicidal ideation on Instagram using ensemble machine learning models

D Lekkas, RJ Klein, NC Jacobson - Internet interventions, 2021 - pubmed.ncbi.nlm.nih.gov
Introduction Online social networking data (SN) is a contextually and temporally rich data
stream that has shown promise in the prediction of suicidal thought and behavior. Despite …

Predicting acute suicidal ideation on Instagram using ensemble machine learning models

D Lekkas, RJ Klein, NC Jacobson - Internet interventions: the …, 2021 - safetylit.org
INTRODUCTION: Online social networking data (SN) is a contextually and temporally rich
data stream that has shown promise in the prediction of suicidal thought and behavior …

Predicting acute suicidal ideation on Instagram using ensemble machine learning models

D Lekkas, RJ Klein, NC Jacobson - Internet interventions: the …, 2021 - safetylit.org
INTRODUCTION: Online social networking data (SN) is a contextually and temporally rich
data stream that has shown promise in the prediction of suicidal thought and behavior …