Artificial Intelligence

Chapter 2

Use of Artificial Intelligence in the Screening and Treatment of Chronic Diseases

Chaitanya Mamillapalli, Daniel J. Fox, and Ramanath Bhandari

Springfield Clinic

Ricardo Correa

University of Arizona College of Medicine Phoenix and Phoenix VAMC

Vishnu Vardhan Garla

University of Mississippi Medical Center

Rahul Kashyap

Mayo Clinic

CONTENTS

2.1     Introduction

2.2     Role of Artificial Intelligence in Chronic Disease

2.3     Machine Learning in Diabetes

2.3.1     Prediction and Diagnosis of Type 2 Diabetes

2.3.2     Blood Glucose Management

2.3.3     Diabetes Phenotyping

2.3.4     Early Detection of Diabetes Complications

2.4     Machine Learning in Cardiovascular Disease

2.4.1     Cardiovascular Risk Prediction

2.4.2     Identification ...