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Artificial Intelligence
JAMIA Open • Vol 8 • No 3
Evaluation of falls detected by natural language processing algorithm and not coded external cause of morbidity
2025
Abstract Objective Falls are a leading cause of morbidity and mortality among older adults. Common methods for identifying fall-related ED visits within both claims and electronic health record datasets rely on diagnosis code-based definitions, which underest…
Article

Artificial Intelligence

Intelligence of machines

Artificial intelligence (AI) is the capability of computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of research in computer science that develops and studies methods and software that enable machines to perceive their environment and use learning and intelligence to take actions that maximize their chances of achieving defined goals.

High-profile applications of AI include advanced web search engines (e.g., Google Search); recommendation systems (used by YouTube, Amazon, and Netflix); virtual assistants (e.g., Google Assistant, Siri, and Alexa); autonomous vehicles (e.g., Waymo); generative and creative tools (e.g.

Exploring foci of:
JAMIA Open • Vol 8 • No 3
Evaluation of falls detected by natural language processing algorithm and not coded external cause of morbidity
2025
Abstract Objective Falls are a leading cause of morbidity and mortality among older adults. Common methods for identifying fall-related ED visits within both claims and electronic health record datasets rely on diagnosis code-based definitions, which underestimate the true prevalence of falls. This study applies a natural language processing (NLP) algorithm to ED provider notes to identify patients presenting due to falls and compares the characteristics of NLP-identified cases to those identified through diagnosi…
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Medicine
Algorithm
Machine Learning
Electronic Health Record
Icd-10
Computer Science
Psychiatry
Health Care
Economics
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Environmental Health
Economic Growth