Latest AI and machine learning research in information technology for healthcare professionals.
BACKGROUND: Severe sepsis and septic shock are still the leading causes of death in Intensive Care U...
By adopting and extending lessons from the air traffic control system, we argue that a nationwide re...
SNOMED CT is a comprehensive and evolving clinical reference terminology that has been widely adopte...
Individualized treatment rules (ITRs) tailor medical treatments according to patient-specific charac...
This study aims to assess the feasibility of autonomous cochlear implant (CI) fitting by adult CI r...
Digitization of medicine requires systematic handling of the increasing amount of health data to imp...
BACKGROUND: Although clinical decision support (CDS) alerts are effective reminders of best practice...
BACKGROUND: Automated de-identification methods for removing protected health information (PHI) from...
With the rise of deep learning, several recent studies on deep learning-based methods for electronic...
In a general inpatient population, we predicted patient-specific medication orders based on structur...
OBJECTIVE: Accurate coding is critical for medical billing and electronic medical record (EMR)-based...
BACKGROUND: Electronic medical record (EMR) systems capture large amounts of data per patient and pr...
Machine learning (ML) is revolutionizing anesthesiology research. Unlike classical research methods ...
BACKGROUND: Scalable and accurate health outcome prediction using electronic health record (EHR) dat...
The introduction of ultrawide field imaging has allowed the visualization of approximately 82% of th...
The medical and machine learning communities are relying on the promise of artificial intelligence (...
Clinical trials often fail to recruit an adequate number of appropriate patients. Identifying eligib...
In this work, we utilize a combination of free-text and structured data to build Acute Respiratory D...
Experiences of sexual trauma are associated with adverse patient and health system outcomes, but ar...
This paper describes a novel technique for annotating logical forms and answers for clinical questio...
Opioid addiction in the United States has come to national attention as opioid overdose (OD) related...