TY - CHAP
T1 - What You Need to Know About Artificial Intelligence: Technical Introduction
AU - Perdomo Charry, Oscar Julian
AU - Toledo-Cortés, Santiago
AU - Orjuela-Cañón, A. D.
AU - González-Osorio, Fabio Augusto
PY - 2021/4/23
Y1 - 2021/4/23
N2 - 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.
AB - 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.
U2 - 10.1007/978-981-16-0634-2_2
DO - 10.1007/978-981-16-0634-2_2
M3 - Chapter
SN - 978-981-16-0633-5
T3 - Current Practices in Ophthalmology
SP - 13
EP - 25
BT - Artificial Intelligence and Ophthalmology
PB - Springer
ER -
