EHR Anonymization using AI
Blog : AI for Electronic Health Records T arget audience: Beginner Estimated reading time : 8' This post reviews the various techniques to identify and remove sensitive patient information from medical documents and electronic health records. Table of contents Background De-identification Techniques Regular expressions Terms frequency Natural language processing with transformer Evaluation References Note : This blog is a collection of non-technical topics related to application of artificial intelligence, machine and deep learning to health care. Please refer to Practical data science and engineering for data, software engineering specific issues such as design and coding . Background The Health Insurance Portability and Accountability A...