What You Need to Know About Artificial Intelligence: Technical Introduction

Oscar Julian Perdomo Charry, Santiago Toledo-Cortés, A. D. Orjuela-Cañón, Fabio Augusto González-Osorio

Research output: Chapter in Book/ReportChapterResearch

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Abstract

The general concepts of deep learning, machine learning, and artificial intelligence (AI) are presented in this chapter, and the most representative techniques are briefly discussed. The chapter focuses on the technical details of AI and presents the performance obtained compared to human graders in retinal disease classification. Additionally, the different learning techniques, the main methods, and how these techniques are invaluable tools to support clinical decision-making are discussed.
Original languageEnglish (US)
Title of host publicationArtificial Intelligence and Ophthalmology
PublisherSpringer
Chapter1
Pages13-25
Number of pages13
ISBN (Electronic)978-981-16-0634-2
ISBN (Print)978-981-16-0633-5
DOIs
StatePublished - Apr 23 2021

Publication series

Name Current Practices in Ophthalmology
ISSN (Print)2523-3807
ISSN (Electronic)2523-3815

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence

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