AIMC Topic: Trauma Severity Indices

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Machine Learning in Aging: An Example of Developing Prediction Models for Serious Fall Injury in Older Adults.

The journals of gerontology. Series A, Biological sciences and medical sciences Mar 31, 2021
BACKGROUND: Advances in computational algorithms and the availability of large datasets with clinically relevant characteristics provide an opportunity to develop machine learning prediction models to aid in diagnosis, prognosis, and treatment of old...
Humans Machine Learning Algorithms Decision Support Techniques Prognosis Female Reproducibility of Results Aged Male Aging Accidental Falls Outcome Assessment, Health Care Trauma Severity Indices Clinical Decision Rules Accidental Injuries
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Comparison of Machine Learning Optimal Classification Trees With the Pediatric Emergency Care Applied Research Network Head Trauma Decision Rules.

JAMA pediatrics Jul 1, 2019
IMPORTANCE: Computed tomographic (CT) scanning is the standard for the rapid diagnosis of intracranial injury, but it is costly and exposes patients to ionizing radiation. The Pediatric Emergency Care Applied Research Network (PECARN) rules for ident...
Humans Machine Learning Decision Support Techniques Prospective Studies Female Infant, Newborn Male Infant Adolescent Child, Preschool Child Follow-Up Studies Emergency Medical Services Triage Emergency Service, Hospital Trauma Severity Indices Craniocerebral Trauma
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