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  • Statistics and Machine Learning Methods for EHR Data

    From Data Extraction to Data Analytics

    Series series Chapman & Hall/CRC Healthcare Informatics Series
    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, ... Read more

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    Series series Medicine (R0)
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  • Secondary Analysis of Electronic Health Records

    Series series Medicine (R0)
    This book trains the next generation of scientists representing different disciplines to leverage the data generated during routine patient care. It formulates a more complete lexicon of evidence-based recommendations and support shared, ethical decision making by doctors with their patients.Diagnostic and therapeutic technologies continue to evolve rapidly, and both individual practitioners and ... Read more

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  • Principles of Research Methodology

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    Series series Medicine (R0)
    Principles of Research Methodology: A Guide for Clinical Investigators is the definitive, comprehensive guide to understanding and performing clinical research. Designed for medical students, physicians, basic scientists involved in translational research, and other health professionals, this indispensable reference also addresses the unique challenges and demands of clinical research and offers ... Read more

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    Doing Meta-Analysis with R: A Hands-On Guide serves as an accessible introduction on how meta-analyses can be conducted in R. Essential steps for meta-analysis are covered, including calculation and pooling of outcome measures, forest plots, heterogeneity diagnostics, subgroup analyses, meta-regression, methods to control for publication bias, risk of bias assessments and plotting tools. Advanced ... Read more

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  • Publishing Your Medical Research

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    Series series Medicine (R0)
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    Series series Springer Nature Proceedings excluding Computer Science
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