Research Guides

Artificial Intelligence (AI) and Medicine Resources

Table of Contents

Welcome to the AI in Medicine Guide!

This guide is designed to support medical students, residents, and faculty with a curated list of AI resources from library resources such as databases, journals, and eBooks.  The central purpose is to provide a reliable starting point for exploring Generative AI, Machine Learning (ML), Natural Language Processing (NLP), Deep Learning (DL) and other AI applications within clinical practice, research, and education.

ai guide illustration photo
photo created by Adobe Firefly, 10/2025

Librarians

Contact Us

University of Miami Miller School of Medicine Louis Calder Memorial Library
Department of Learning, Research, and Clinical Information Services

<b>Fundamentals</b>

Artificial Intelligence for Dummies
Artifcial Intelligence for Dummies (2024)

artificial intelligence with an introduction to machine learning
Artificial Intelligence with an Introduction to Machine Learning (2018)

artificial intelligence all-in-one for dummies
Artificial Intelligence All-In-One for Dummies (2025)

introduction to generative ai
Introduction to Generative AI (2024)

machine learning
Machine Learning (2019)

<b>AI and Medicine</b>

Artificial Intelligence and Machine Learning in Health Care and Medical Sciences
Artificial Intelligence and Machine learning in Health Care and Medical Sciences (2024)

Artificial Intelligence in Surgery: Understanding the Role of AI in Surgical Practice
Artificial Intelligence in Surgery: Understanding the Role of AI in Surgical Practice (2021)

 

Practical AI for Healthcare Professionals: Machine Learning with Numpy, Scikit-learn, and TensorFlow
Practical AI for Healthcare Professionals: Machine Learning with Numpy, Scikit-learn, and TensorFlow (2022)
 

biomedical natural language processing
Biomedical Natural Language Processing (2014)


machine learning in medicine - cookbook two
Machine Learning in Medicine - Cookbook Two (2014)

<b>Book Chapters</b>

CURRENT Medical Diagnosis & Treatment
CURRENT Medical Diagnosis & Treatment 2026 (2025)

Understanding Healthcare Delivery Science
Understanding Healthcare Delivery Science (2019)

Hall, Schmidt and Wood’s Principles of Critical Care
Hall, Schmidt and Wood’s Principles of Critical Care (2024)

Chapter 8: Principles of Medical Informatics: Clinical Informatics in the ICU / Artificial Intelligence and Machine Learning

Harrison’s of Internal Disease
Harrison’s of Internal Disease (2022)


Fuster and Hurst’s The Heart
Fuster and Hurst’s The Heart (2022)


The U.S. Healthcare Ecosystem: Payers, Providers, Producers
The U.S. Healthcare Ecosystem: Payers, Providers, Producers (2025)

Hung’s Management of the Difficult and Failed Airway
Hung’s Management of the Difficult and Failed Airway (2023)

<b>Journals</b>

New England Journal of Medicine (NEJM) AI
AI in Medicine: The New England Journal of Medicine

JMIR AI journal
JMIR AI

artificial intelligence in medicine
Artificial Intelligence in Medicine

International Journal of Medical Informatics
International Journal of Medical Informatics

artificial intelligence for medicine, health and care (AIMHC), IEEE international conference
Artificial Intelligence for Medicine, Health and Care (AIMHC), IEEE International Conference

<b>Podcasts</b>


AI Podcast: AI Grand Rounds
New England Journal of Medicine (NEJM)