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

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

Hardcover

Series: Chapman & Hall/CRC Healthcare Informatics

Business GeneralDatabasesProbability & Statistics

ISBN10: 0367442396
ISBN13: 9780367442392
Publisher: CRC Press
Published: Dec 16 2020
Pages: 328
Weight: 1.35
Height: 0.90 Width: 6.10 Depth: 9.40
Language: English

The book carefully evaluates and compares the standard statistical models and approaches with those of machine learning and deep learning methods and reports the unbiased comparison results for these methods in predicting clinical outcomes based on the EHR data.

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