Clinical Data-Mining

Clinical Data-Mining
Author :
Publisher : Oxford University Press
Total Pages : 241
Release :
ISBN-10 : 9780195335521
ISBN-13 : 019533552X
Rating : 4/5 (21 Downloads)

Book Synopsis Clinical Data-Mining by : Irwin Epstein

Download or read book Clinical Data-Mining written by Irwin Epstein and published by Oxford University Press. This book was released on 2010 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clinical Data-Mining (CDM) involves the conceptualization, extraction, analysis, and interpretation of available clinical data for practice knowledge-building, clinical decision-making and practitioner reflection. Depending upon the type of data mined, CDM can be qualitative or quantitative; it is generally retrospective, but may be meaningfully combined with original data collection.Any research method that relies on the contents of case records or information systems data inevitably has limitations, but with proper safeguards these can be minimized. Among CDM's strengths however, are that it is unobtrusive, inexpensive, presents little risk to research subjects, and is ethically compatible with practitioner value commitments. When conducted by practitioners, CDM yields conceptual as well as data-driven insight into their own practice- and program-generated questions.This pocket guide, from a seasoned practice-based researcher, covers all the basics of conducting practitioner-initiated CDM studies or CDM doctoral dissertations, drawing extensively on published CDM studies and completed CDM dissertations from multiple social work settings in the United States, Australia, Israel, Hong Kong and the United Kingdom. In addition, it describes consulting principles for researchers interested in forging collaborative university-agency CDM partnerships, making it a practical tool for novice practitioner-researchers and veteran academic-researchers alike.As such, this book is an exceptional guide both for professionals conducting practice-based research as well as for social work faculty seeking an evidence-informed approach to practice-research integration.


Clinical Data-Mining Related Books

Clinical Data-Mining
Language: en
Pages: 241
Authors: Irwin Epstein
Categories: Computers
Type: BOOK - Published: 2010 - Publisher: Oxford University Press

DOWNLOAD EBOOK

Clinical Data-Mining (CDM) involves the conceptualization, extraction, analysis, and interpretation of available clinical data for practice knowledge-building,
Clinical Data-Mining in Practice-Based Research
Language: en
Pages: 209
Authors: Irwin Epstein
Categories: Business & Economics
Type: BOOK - Published: 2001 - Publisher: Routledge

DOWNLOAD EBOOK

This groundbreaking book will show you how to use existing patient records to do original research so you can custom-tailor programs to fit the specific needs o
Cases on Health Outcomes and Clinical Data Mining
Language: en
Pages: 0
Authors: Patricia B. Cerrito
Categories: Computers
Type: BOOK - Published: 2010 - Publisher: IGI Global

DOWNLOAD EBOOK

"Because so much data is now becoming readily available to investigate health outcomes, it is important to examine just how statistical models are used to do th
Data Mining in Clinical Medicine
Language: en
Pages: 0
Authors: Carlos Fernández Llatas
Categories: Science
Type: BOOK - Published: 2014-11-24 - Publisher: Humana Press

DOWNLOAD EBOOK

This volume complies a set of Data Mining techniques and new applications in real biomedical scenarios. Chapters focus on innovative data mining techniques, bio
Fundamentals of Clinical Data Science
Language: en
Pages: 218
Authors: Pieter Kubben
Categories: Medical
Type: BOOK - Published: 2018-12-21 - Publisher: Springer

DOWNLOAD EBOOK

This open access book comprehensively covers the fundamentals of clinical data science, focusing on data collection, modelling and clinical applications. Topics