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Practical Predictive Analytics and Decisioning Systems for Medicine: Informatics Accuracy and Cost-Effectiveness for Healthcare Administration and Delivery Including Medical Research
1, 2014
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Practical Data Analytics for Innovation in Medicine: Building Real Predictive and Prescriptive Models in Personalized Healthcare and Medical Research Using AI, ML, and Related Technologies
Second edition, 2023
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Open Access
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Practical Text Mining and Statistical Analysis for Non-Structured Text Data Applications
1, 2012
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Prologue to Part 1
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.1-1
2015
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Tutorial F1 - Obesity – Individual: Predicting Best Treatment for an Individual from Portal Data at a Clinic
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.388-445
2015
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Tutorial F2 - Obesity – Individual: Automatic Binning of Continuous Variables and WoE to Produce a Better Model Than the “Hand Binned” Stepwise Regression Model of Tutorial F1
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.446-461
2015
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Tutorial M - Schistosomiasis Data from WHO
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.659-696
2015
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Tutorial E - Obesity – Group: Predicting Medicine and Conditions That Achieved the Greatest Weight Loss in a Group of Obese/Morbidly Obese Patients
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.359-387
2015
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Tutorial Z - Influence of Stent Vendor Representatives in the Catheterization Lab
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.939-963
2015
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Tutorial J2 - Decisioning for DIC
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.603-623
2015
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Tutorial J1 - Predicting Survival or Mortality for Patients with Disseminated Intravascular Coagulation (DIC) and/or Critical Illnesses
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.558-602
2015
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Tutorial G - Resiliency Study for First and Second Year Medical Residents
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.462-530
2015
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Tutorial I - Case Study: Detection of Stress-Induced Ischemia in Patients with Chest Pain After “Rule-Out ACS” Protocol
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.544-557
2015
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Chapter 2 - Why did We Write This Book?
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.23-41
2015
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Chapter 1 - History of Predictive Analytics in Medicine and Health Care
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.5-22
2015
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Chapter 17 - The Predictive Potential of Connected Digital Health
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.975-988
2015
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Chapter 12 - Lean Hospital Examples
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.165-175
2015
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Chapter 18 - Healthcare Fraud
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.989-997
2015
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Chapter 26 - 21st Century Health Care and Wellness: Getting the Health Care Delivery System That Meets Global Needs: Cost-Effective, Evidence Based, Meaningful Use Perfected, and Effective Delivery for a New “Personalized Prescriptive Medicine” Resulting from Rapid Decisions Derived from Accurate Predictive Analytics Models
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.1041-1054
2015
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Chapter 4 - HIMSS and Organizations That Develop HIT Standards
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.60-73
2015
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Chapter 22 - The Nature of Insight from Data and Implications for Automated Decisioning: Predictive and Prescriptive Models, Decisions, and Actions
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.1008-1018
2015
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Chapter 16 - Predictive Analytics in Nursing Informatics
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.969-974
2015
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About the Authors
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.xxiii-xxvi
2015
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Chapter 9 - “Meaningful Use” – The New Buzzword in Medicine
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.116-132
2015
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Chapter 23 - Platform for Data Integration and Analysis, and Publishing Medical Knowledge as Done in a Large Hospital
Practical Predictive Analytics and Decisioning Systems for Medicine, 2015, p.1019-1029
2015
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