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Definitions: Machine learning, deep leerning and AI understanding
Author(s) -
Pourjavan Sayeh
Publication year - 2019
Publication title -
acta ophthalmologica
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.534
H-Index - 87
eISSN - 1755-3768
pISSN - 1755-375X
DOI - 10.1111/j.1755-3768.2019.8214
Subject(s) - computer science , artificial intelligence , deep learning , big data , function (biology) , software , machine learning , cognition , human intelligence , psychology , programming language , data mining , neuroscience , evolutionary biology , biology
Aim: AI is the use of algorithms and software to mimic human cognitive function. AI is the ability for computer algorithms to approximate conclusions without direct human input. A brief description of big data and the 4V’s of big data and its use in healthcare will be given during this lecture. This lecture aims to explain the basic definition in artificial intelligence techniques which have been found useful in the medial applications. The three categories of AI devices, mainly the classical machine learning techniques, the deep learning techniques and the natural language processing (NLP) methods will be reviewed.