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

doi:10.1007/978-981-16-0634-2_2

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

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Resumen

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.

Idioma original	Inglés estadounidense
Título de la publicación alojada	Artificial Intelligence and Ophthalmology
Editorial	Springer
Capítulo	1
Páginas	13-25
Número de páginas	13
ISBN (versión digital)	978-981-16-0634-2
ISBN (versión impresa)	978-981-16-0633-5
DOI	https://doi.org/10.1007/978-981-16-0634-2_2
Estado	Publicada - abr. 23 2021

Serie de la publicación

Nombre	Current Practices in Ophthalmology
ISSN (versión impresa)	2523-3807
ISSN (versión digital)	2523-3815

Áreas temáticas de ASJC Scopus

Inteligencia artificial

ODS de las Naciones Unidas

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10.1007/978-981-16-0634-2_2

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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.",

author = "{Perdomo Charry}, {Oscar Julian} and Santiago Toledo-Cort{\'e}s and Orjuela-Ca{\~n}{\'o}n, {A. D.} and Gonz{\'a}lez-Osorio, {Fabio Augusto}",

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What You Need to Know About Artificial Intelligence: Technical Introduction

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