Statistics and machine learning methods for EHR data : from data extraction to data analytics / edited by Hulin Wu, Jose-Miguel Yamal, Ashraf Yaseen, Vahed Maroufy.
Wu, Hulin, editor.; Yamal, Jose-Miguel, editor.; Yaseen, Ashraf, editor.; Maroufy, Vahed, editor.; ProQuest (Firm)
2020
R864 .S696 2020
Available Online

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Title
Statistics and machine learning methods for EHR data : from data extraction to data analytics / edited by Hulin Wu, Jose-Miguel Yamal, Ashraf Yaseen, Vahed Maroufy.
Edition
First edition.
ISBN
9781003030003 (electronic book)
1003030009
9780367442392
9781000260960 (electronic book)
1000260968 (electronic book)
9781000260946 (electronic book)
1000260941 (electronic book)
9781000260953 (electronic book)
100026095X (electronic book)
DOI
https://doi.org/10.1201/9781003030003
Published
Boca Raton : CRC Press, 2020.
Language
English
Description
1 online resource.
Item Number
10.1201/9781003030003 doi
Call Number
R864 .S696 2020
Dewey Decimal Classification
610.285
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users
Reproduction
Electronic reproduction. Ann Arbor, MI Available via World Wide Web.
Source of Description
Description based on print version record and CIP data provided by publisher; resource not viewed.
Added Author
Wu, Hulin, editor.
Yamal, Jose-Miguel, editor.
Yaseen, Ashraf, editor.
Maroufy, Vahed, editor.
Added Corporate Author
ProQuest (Firm)
Series
Chapman & Hall/CRC healthcare informatics series.
Available in Other Form
Statistics and machine learning methods for EHR data
Linked Resources
Online Access
Record Appears in
Online Resources > Ebooks
All Resources
Introduction: Use of EHR data for scientific discoveries-challenges and opportunities / Hulin Wu
EHR project management / Yashar Talebi and Ashraf Yaseen
EHR databases and data management : data query and extraction / Gen Zhu, Vi K. Ly, Michael Gonzalez, Leqing Wu, Hulin Wu, and Ashraf Yaseen
EHR data cleaning / Yashar Talebi, Han Feng, Yuefan Huang, and Vahed Maroufy
EHR data pre-processing and preparation / Duo Yu, Xueying Wang, and Hulin Wu
EHR missing data issues / Chenguang Zhang, Vahed Maroufy, Baojiang Chen, and Hulin Wu
Causal inference and analysis for EHR data / Stacia DeSantis, Momiao Xiong, Jose-Miguel Yamal, Gen Zhu, Duo Yu, Xueying Wang, Chenguang Zhang, and Vi K. Ly
EHR data exploration, analysis and predictions : statistical models and methods / Gen Zhu, Frances Brito, Stacia M DeSantis, and Vahed Maroufy
Neural network and deep learning methods for EHR data / Duo Yu, Ashraf Yaseen, and Xi Luo
EHR data analytics and predictions : machine learning methods / Yuxuan Gu, Yuefan Huang, Vi Ly, Ashraf Yaseen, and Hongyu Miao
Use of EHR data for research : future / Hulin Wu.

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