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NLP in EHRs: Systematic Review Insights by halaramadan0712 is a document available to read on EtoBox.
What is NLP in EHRs: Systematic Review Insights about?
This systematic review examines the use of Natural Language Processing (NLP) in Electronic Health Records (EHRs) to enhance healthcare decision-making. It analyzes 127 studies, highlighting the prevalence of unstructured data and the application of various Machine Learning (ML) and Deep Learning (DL) techniques, while identifying key challenges such as data imbalance and inadequate model assessment. The review emphasizes the need for improved methodologies and tools to effectively utilize NLP in clinical se
- Author
- halaramadan0712
- Language
- EN