Latest AI and machine learning research in information technology for healthcare professionals.
Machine learning has become ubiquitous and a key technology on mining electronic health records (EHR...
The wide adoption of electronic health record systems in health care generates big real-world data t...
Electronic Medical Records (EMR) are a rich source of patient information, including measurements re...
BACKGROUND: Diagnosis aims to predict the future health status of patients according to their histor...
Accurately predicting treatment outcome is crucial for creating personalized treatment plans and fol...
Acute kidney injury (AKI) commonly occurs in hospitalized patients and can lead to serious medical c...
Perioperative morbidity is a public health priority, and surgical volume is increasing rapidly. Wit...
Hearing impairment (HI) is a common sensory disorder that is defined as the partial or complete inab...
Physicians have been performing the art of medicine for hundreds of years, and since the ancient era...
BACKGROUND: Electronic medical records (EMR) contain numerical data important for clinical outcomes ...
BACKGROUND: Free text in electronic health records (EHR) may contain additional phenotypic informati...
BACKGROUND: Predictive modeling with longitudinal electronic health record (EHR) data offers great p...
BACKGROUND: Electronic medical record (EMR) systems need functionality that decreases cognitive over...
The evidence that quality of life is a positive variable for the survival of cancer patients has pro...
BACKGROUND: A deep learning algorithm to detect low ejection fraction (EF) using routine 12-lead ele...
BACKGROUND: In this age of big data, certain models require very large data stores in order to be in...
In cancer radiation therapy, large tumor motion due to respiration can lead to uncertainties in tumo...
To reduce the high mortality rate from cardiovascular disease (CVD), the electrocardiogram (ECG) bea...
Utilizing clinical observational data to estimate individualized treatment effects (ITE) is a challe...
BACKGROUND: Using the American College of Surgeons National Surgical Quality Improvement Program (NS...
BACKGROUND AND OBJECTIVE: Healthcare systems deal with multiple challenges in releasing information ...