Surgical Decision Making, Evidence, and Artificial Intelligence, An Issue of Surgical Clinics

1st Edition, Volume 103-2 - March 26, 2023
Editors: Jason Bingham, Matt Eckert
Language: English
Hardback ISBN:
9 7 8 - 0 - 3 2 3 - 9 3 9 7 9 - 9
eBook ISBN:
9 7 8 - 0 - 3 2 3 - 9 3 9 8 0 - 5

In this issue, guest editors bring their considerable expertise to this important… Read more

Surgical Decision Making, Evidence, and Artificial Intelligence, An Issue of Surgical Clinics

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In this issue, guest editors bring their considerable expertise to this important topic.

Cover image
Title page
Table of Contents
Copyright
Contributors
Forthcoming Issues
Foreword
Preface
Big Data in Surgery
Key points
Introduction
Shifting the research paradigm
Future directions for the use of big data in surgery
Disclosure
Clinics care points
Categories of Evidence and Methods in Surgical Decision-Making
Key points
Introduction
Discussion
Summary
Clinics care points
Clinical Informatics and the Electronic Medical Record
Key points
Introduction
History of the electronic medical record
Review of clinical informatics and electronic medical record terminology
Review of machine learning
Applying the electronic medical record to challenges in surgery
Limitations to electronic medical record
Future directions
Discussion
Summary
Clinics care points
Modern Statistical Methods for the Surgeon Scientist: The Clash of Frequentist versus Bayesian Paradigms
Key points
Introduction
Bayesian statistics—probabilities of outcomes provide opportunities for intuitive results
Discussion and limitations
Summary
Clinics care points
Disclosure
Cognitive Bias and Dissonance in Surgical Practice: A Narrative Review
Key points
Introduction
Discussion
Clinics care points
Generation Learning Differences in Surgery: Why They Exist, Implication, and Future Directions
Key points
Introduction
The exponential growth of knowledge
Learning theories
The knowledge economy
Discussion
Summary
Disclosure
Machine Learning and Artificial Intelligence in Surgical Research
Key points
Background
Discussion
Summary
Clinics care points
Disclosure
Interpretation and Use of Applied/Operational Machine Learning and Artificial Intelligence in Surgery
Key points
Introduction
Current Artificial Intelligence Uses and Examples
Discussion
Summary
Clinics care points
Disclosure
Beyond the Spreadsheet: Data Management for Physicians in the Era of Big Data
Key points
Introduction
Discussion
Summary
Disclosure
Privacy, Data Sharing, and Other Legal Considerations
Key points
Key/essential headings
Discussion
Summary
Disclosure
Impact of Digital Health upon the Surgical Patient Experience: The Patient as Consumer
Key points
Introduction
Clinical relevance of digital health in surgical care
Patient- versus provider-driven digital health
Considerations and controversy
Future directions
Summary
Clinics care points

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Surgical Decision Making, Evidence, and Artificial Intelligence, An Issue of Surgical Clinics

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Jason Bingham

Matt Eckert