Latest AI and machine learning research in information technology for healthcare professionals.
Allergy mention normalization is challenging because of the wide range of possible allergens includi...
A patient's electronic health record (EHR) contains extensive documentation of the patient's medical...
Applying state-of-the-art machine learning and natural language processing on approximately one mill...
The mortality prediction of diverse rare diseases using electronic health record (EHR) data is a cru...
Our previous research shows that structured cancer DX description data accuracy varied across electr...
Patient "no-shows" are missed appointments resulting in clinical inefficiencies, revenue loss, and d...
Research has demonstrated cohort misclassification when studies of suicidal thoughts and behaviors (...
Sepsis, a life-threatening organ dysfunction, is a clinical syndrome triggered by acute infection an...
Hypertrophic cardiomyopathy (HCM) is a genetic heart disease that is the leading cause of sudden car...
Deep learning has demonstrated success in many applications; however, their use in healthcare has be...
OBJECTIVES: Health care organizations are increasingly employing social workers to address patients'...
Traditional Machine Learning (ML) models have had limited success in predicting Coronoavirus-19 (COV...
OBJECTIVES: Patient representation learning refers to learning a dense mathematical representation o...
Telemedicine and all types of monitoring systems have proven to be a useful and low-cost tool with a...
BACKGROUND: The successful determination and analysis of phenotypes plays a key role in the diagnost...
Recent advancements in deep learning have led to a resurgence of medical imaging and Electronic Medi...
BACKGROUND: The data quality of electronic health records (EHR) has been a topic of increasing inter...
BACKGROUND: Ontologies are widely used throughout the biomedical domain. These ontologies formally r...
Biological and biomedical ontologies and terminologies are used to organize and store various domain...
In recent years, the widespread deployment of the Internet of Things (IoT) applications has contribu...
The rapid growth of the worldwide web and accompanied opportunities of web applications in various a...