IEEE

Major Depressive Disorder Symptoms Detection System Through Text in Social Media Platforms Using Hybrid Deep Learning Models

Abstract: Major depressive disorder (MDD) is a global mental health problem that significantly affects individuals’ daily activities. The diagnosis of MDD is a challenging issue due to people’s stigma ...
Journal of Medical Internet Research

Prediction of Moderate-to-Severe Sepsis-Associated Acute Kidney Injury Using a Dual-Timepoint Machine Learning Model: Development, Multiregional Validation, and Clinical ...

Objective: This study aimed to identify critical time points in SA-AKI progression development and validate dynamic, stratified machine learning prediction models for moderate-to-severe (Kidney ...
IEEE

Detecting Opioid Use Disorder in Health Claims Data With Positive Unlabeled Learning

Abstract: Accurate detection and prevalence estimation of behavioral health conditions, such as opioid use disorder (OUD), are crucial for identifying at-risk individuals, determining treatment needs, ...