6.6 - Resources & Reads

Websites

Towards Data Science

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BrainX Community

YouTube

3Blue1Brown

But what is a neural network? | Chapter 1, Deep learning

AINeuroCare

A New Approach to Medical Diagnostic Decision Support - Fireside Chat with Dr. Gerald Loeb

Vision of Stroke Care - Leveraging Artificial Intelligence & Telemedicine in Stroke Care

Society

Medical Intelligence Society

Course

ABAIM Course Review & Testimonial

Books

Review Articles

Big Data and Machine Learning in Health Care

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Beam and Kohane 2018 - Big Data and Machine Learning in Health Care.pdf184.4KB

Artificial intelligence versus clinicians: systematic review of design, reporting standards, and claims of deep learning studies

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Nagendran et al. 2020 - Artificial intelligence versus clinicians - syst ... w of design, reporting standards, and claims of deep learning studies.pdf518.8KB

High-performance medicine: the convergence of human and artificial intelligence

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Topol 2019 - High-performance medicine - the convergence of human and artificial intelligence.pdf6246.2KB

How to Read Articles That Use Machine Learning - Users’ Guides to the Medical Literature

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A Clinician's Guide to Artificial Intelligence: How to Critically Appraise Machine Learning Studies

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Development and Validation of an Artificial Intelligence System to Optimize Clinician Review of Patient Records

In this prognostic study, an AI system helped physicians extract relevant patient information in a shorter time while maintaining high accuracy. This finding is particularly germane to the ever-increasing amounts of medical data and increased stressors on clinicians. Increased user familiarity with the AI system, along with further enhancements in the system itself, hold promise to further improve physician data extraction from large quantities of patient health records.

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Chi et al. 2021 - Development and Validation of an Artificial Intelligence System to Optimize Clinician Review of Patient Records.pdf1498.7KB

Diagnostic Informatics—The Role of Digital Health in Diagnostic Stewardship and the Achievement of Excellence, Safety, and Value

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Georgiou et al. 2021 - Diagnostic Informatics—The Role of Digital Health ... stic Stewardship and the Achievement of Excellence, Safety, and Value.pdf251.2KB

Other Resources

An executive’s guide to AI - McKinsey

McKinsey_Analytics_Report__1626383064.pdf418.0KB

Montréal.ai Academy: Artificial Intelligence 101 first World-class Overview Of Ai For All vip Ai 101 Cheatsheet

Montréal.ai Academy Artificial Intelligence 101 first World-class Overview Of Ai For All vip Ai 101 Cheatsheet.pdf7782.7KB