Latest AI and machine learning research in information technology for healthcare professionals.
OBJECTIVES: To demonstrate the utility of a natural language processing (NLP) algorithm for mining k...
The wide applications of automatic disease inference in many medical fields improve the efficiency o...
In order to advance precision medicine, detailed clinical features ought to be described in a way th...
BACKGROUND: Dementia is underdiagnosed in both the general population and among Veterans. This under...
OBJECTIVE: Electronic health record (EHR) systems contain structured data (such as diagnostic codes)...
Electronic health records (EHR) represent a rich resource for conducting observational studies, supp...
PURPOSE: To enhance automated methods for accurately identifying opioid-related overdoses and classi...
BACKGROUND: Ontology has attracted substantial attention from both academia and industry. Handling u...
A natural language processing (NLP) algorithm to extract microbial keratitis morphology measurements...
This paper presents a novel method for predicting suicidal ideation from electronic health records (...
OBJECTIVE: The manual adjudication of disease classification is time-consuming, error-prone, and lim...
BACKGROUND: Mobile health (MH) technologies including clinical decision support systems (CDSS) provi...
Automatic ICD-10 coding is an unresolved challenge in terms of Machine Learning tasks. Despite hospi...
As a widely used imaging modality in the medical field, ultrasound has been applied in community med...
Current guidelines for treatment decision making largely rely on data from randomized controlled tri...
BACKGROUND: Physical activity data provides important information on disease onset, progression, and...
BACKGROUND: Because of the strong link between childhood obesity and adulthood obesity comorbidities...
OBJECTIVE: Electronic medical records (EMRs) are manually annotated by healthcare professionals and ...
BACKGROUND: Electronic medical records (EMRs) contain a variety of valuable medical concepts and rel...
This article examines the history of the telemedicine intensive care unit (tele-ICU), the current st...
BACKGROUND AND OBJECTIVE: Deep learning techniques have been successfully applied to tackle several ...