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Statistics and Machine Learning Methods for EHR Data

- From Data Extraction to Data Analytics

About Statistics and Machine Learning Methods for EHR Data

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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  • Language:
  • English
  • ISBN:
  • 9780367442392
  • Binding:
  • Hardback
  • Pages:
  • 328
  • Published:
  • December 15, 2020
  • Dimensions:
  • 242x162x25 mm.
  • Weight:
  • 638 g.
Delivery: 2-3 weeks
Expected delivery: December 12, 2024

Description of Statistics and Machine Learning Methods for EHR Data

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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