Phytosterols are bioactive compounds that are naturally present in plant cell membranes
with chemical structure similar to the mammalian cell- derived cholesterol. They are highly …

… This reduces a system’s ability to automatically extract mentions of relevant concepts and
map them to suitable medical lexicons for further analysis [17], [34], [35]. Traditional NLP …

Multiple sclerosis (MS) is a chronic debilitating disease of the central nervous system primarily
mediated by T lymphocytes with specificity to neuronal antigens in genetically susceptible …

Background Reliable and timely information on the leading causes of death in populations,
and how these are changing, is a crucial input into health policy debates. In the Global …

Importance Understanding the major health problems in the United States and how they are
changing over time is critical for informing national health policy. Objectives To measure the …

Introduction Several studies have measured health outcomes in the United States, but none
have provided a comprehensive assessment of patterns of health by state. Objective To use …

Background The Global Burden of Diseases (GBD), Injuries, and Risk Factors study used
the disability-adjusted life year (DALY) to quantify the burden of diseases, injuries, and risk …

Background Traumatic brain injury (TBI) and spinal cord injury (SCI) are increasingly recognised
as global health priorities in view of the preventability of most injuries and the complex …

… His group’s research has led to the realization of the world’s … Jayaraman worked as a product
manager at Software Arts, Inc., … Jayaraman, “A structured methodology for the design and …

We present a novel framework for multivariate time series representation learning based on
the transformer encoder architecture. The framework includes an unsupervised pre-training …