Neal David Ryan

December 5, 2024

Integrating Drug Target Information in Deep Learning Models to Predict the Risk of Adverse Events in Patients with Comorbid Post-Traumatic Stress Disorder and Alcohol Use Disorder

Abstract Background/Objectives: Comorbid post-traumatic stress disorder (PTSD) and alcohol use disorder (AUD) patients are at a significantly higher risk of…

January 9, 2024

Prediction of adverse events risk in patients with comorbid post-traumatic stress disorder and alcohol use disorder using electronic medical records by deep learning models

Abstract Background: Identifying co-occurring mental disorders and elevated risk is vital for optimization of healthcare processes. In this study, we…

September 18, 2023

Prediction of Adverse Events Risk in Patients with Comorbid Post- Traumatic Stress Disorder and Alcohol Use Disorder Using Electronic Medical Records by Deep Learning Models

Abstract Background: Prediction of high-risk events in mental disorder patients is crucial. In our previous study, we developed a deep…