The primary objective of implementing Electronic Health Records (EHRs) is to improve the
management of patients' health-related information. However, these records have also been …

Exploiting existing longitudinal data cohorts can bring enormous benefits to the medical
field, as many diseases have a complex and multi-factorial time-course, and start to develop …

Objective Accurate and rapid phenotyping is a prerequisite to leveraging electronic health
records for biomedical research. While early phenotyping relied on rule-based algorithms …

Depression is a multifactorial disease with unknown etiology affecting globally. It's the
second most significant reason for infirmity in 2020, affecting about 50 million people …

Suicide is the 10 th leading cause of death in the US (1999-2019). However, predicting
when someone will attempt suicide has been nearly impossible. In the modern world, many …

Abstract Background A surgical “Never Event” is a preventable error occurring immediately
before, during or immediately following surgery. Various factors contribute to the occurrence …

Objectives Distress rumination is a cause of suicidality and self-injurious behavior (SSIB)
among individuals. Although previous studies have shown that distress rumination, SSIB …

Objective Although risk factors for nonfatal suicidal behavior in mood disorders have been
vastly investigated, rate and risk factors of suicide deaths are less well known. Extensive …

Mental illness leading to suicide attempts is prevalent in a large portion of the population
especially in low and middle-income nations. There remains a significant social stigma …

Suicide is a major global public health concern, and the application of artificial intelligence
(AI) methods, such as natural language processing (NLP), machine learning (ML), and deep …