An Efficient Approach to Predict Eye Diseases from Symptoms Using Machine Learning and Ranker-Based Feature Selection Methods

An Efficient Approach to Predict Eye Diseases from Symptoms Using Machine Learning and Ranker-Based Feature Selection Methods

The eye is generally considered to be the most important sensory organ of humans. Diseases and other degenerative conditions of the eye are therefore of great concern as they affect the function of this vital organ. With proper early diagnosis by experts and with optimal use of medicines and surgica...

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Bibliographic Details
Main Authors: Ahmed Al Marouf, Md Mozaharul Mottalib, Reda Alhajj, Jon Rokne, Omar Jafarullah
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Bioengineering
Subjects:
eye disease
machine learning
ranker-based feature selection
symptomatic analysis
support vector machine
Online Access:https://www.mdpi.com/2306-5354/10/1/25

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