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The Doctor and the Algorithm: Promise, Peril, and the Future of Health AI

The Doctor and the Algorithm: Promise, Peril, and the Future of Health AI

Author: S. Scott Graham
Publisher: Oxford University Press
ISBN: 9780197644461
Published In: October 2022
Format: Hardback
Jurisdiction: U.K. ? Disclaimer:
Countri(es) stated herein are used as reference only

List Price: HKD 539.37

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Contents

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For years, technologists and computer scientists have promised an AI revolution that would transform the very basis of how we imagine and administer modern medicine. AI-driven advancements in medical error rates, diagnostic accuracy, or disease outbreak detection could potentially save thousands of lives. But health AI also carries the potential for exacerbating deep systemic biases if left unchecked.

The Doctor and the Algorithm combines insights from science and technology studies, critical algorithm studies, and public interest informatics to better understand the promise and peril of health AI. The book draws on case studies in automated diagnostics, algorithmic pain measurement, AI-driven drug discovery, and death prediction to investigate how health AI is made, promoted, and justified. It explores the enthusiastic promises of health AI marketing communication and medical futurism while also analyzing the inequitable outcomes new AI technology often creates for already marginalized communities. Finally, the book closes with specific recommendations for regulatory frameworks that might support more ethical and equitable approaches to health AI in the future.

Interweaving textual analysis and original informatics, The Doctor and the Algorithm offers a sobering analysis of the promise of medical AI against the real and unintended consequences that deep medicine can bring for patients, providers, and public health alike.

Introduction: Promise and Peril in Health AI

Chapter 1: How to Make an AI

Chapter 2: Digital Oracles

Chapter 3: How to Make It as an AI

Chapter 4: The Search for Ground Truth

Chapter 5: HypeDx

Chapter 6: Ethics, Justice, and Health AI

Chapter 7: Regulating Health AI

Conclusion: Just Futures for Deep Medicine