Statistics and Machine Learning Methods for EHR Data: From Data Extraction to Data Analytics

by Ashraf Yaseen and Vahed Maroufy

The use of Electronic Health Records (EHR)/Electronic Medical Records (EMR) data is becoming more prevalent for research. However, analysis of this type of data has many unique complications due to how they are collected, processed and types of questions that can be answered. This book covers many important topics related to using EHR/EMR data for research including data extraction, cleaning, processing, analysis, inference, and predictions based...

• Format: Paperback
• Language: English
• ISBN: 0367638398
• ISBN13: 9780367638399
• Release Date: August 2022
• Publisher: CRC Press
• Length: 313 Pages
• Weight: 1.01 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"