Background Successful implementation and utilization of Computerized Clinical Decision
Support Systems (CDSS) in hospitals is complex and challenging. Implementation science …

Clinical prediction rules (CPRs) that predict the absolute risk of a clinical condition or future
outcome for individual patients are abundant in the medical literature; however, systematic …

The current study investigates the robustness of deep learning models for accurate medical
diagnosis systems with a specific focus on their ability to maintain performance in the …

Background: Many low-risk patients with acute pulmonary embolism (PE) in the emergency
department (ED) are eligible for outpatient care but are hospitalized nonetheless. One …

OBJECTIVES: We determined whether implementing the Pediatric Emergency Care Applied
Research Network (PECARN) traumatic brain injury (TBI) prediction rules and providing …

OBJECTIVE: Blunt head trauma is a common injury in children, although it rarely requires
surgical intervention. Cranial computed tomography (CT) is the reference standard for the …

METHODS: We evaluated a quality improvement (QI) project in a community ED aimed at
decreasing the use of head CT scans in children by implementing a validated head trauma …

Background Clinical predictive tools quantify contributions of relevant patient characteristics
to derive likelihood of diseases or predict clinical outcomes. When selecting predictive tools …

We propose to employ evidential reasoning (ER) rule to construct a clinical decision support
system (CDSS) to aid physicians to predict the probability of intensive care unit (ICU) …

Cognitive Informatics (CI) is a burgeoning interdisciplinary domain comprising of the
cognitive and information sciences that focuses on human information processing …