Predicting suicidality with small sets of interpretable reward behavior and survey variables

S Lalvani, S Bari, NL Vike, L Stefanopoulos… - Nature Mental …, 2024 - nature.com
The prediction of suicidal thought and behavior has met with mixed results. This study of
3,476 de-identified participants (4,019 before data exclusion) quantified the prediction of …

Loneliness partially mediates the relation between substance use and suicidality in Veterans

KM Schafer, E Wilson-Lemoine, M Campione… - Military …, 2024 - Taylor & Francis
America has experienced a rapid increase in loneliness, substance use, and suicidality. This
increase is particularly deleterious for Veterans, who, as compared to nonmilitary-connected …

A novel approach to anxiety level prediction using small sets of judgment and survey variables

S Bari, BW Kim, NL Vike, S Lalvani… - npj Mental Health …, 2024 - nature.com
Anxiety, a condition characterized by intense fear and persistent worry, affects millions each
year and, when severe, is distressing and functionally impairing. Numerous machine …

Machine Learning With Psychological Models of Decision Making

S Lalvani - 2024 - search.proquest.com
The topics of this thesis relate to the combination of machine learning with neuroscientifically
validated models of decision making. In chapter one, Relative Preference Theory features …

An examination of the relationship between persistent traumatic brain injuries and chronic pain conditions in active-duty and Veteran soldiers: results from the …

MJ Seager - 2024 - mspace.lib.umanitoba.ca
Traumatic brain injuries (TBI) are highly prevalent among military personnel. TBIs have been
shown to be associated with lasting negative physical health, mental health, and …