Grammar-based automatic programming for medical data classification: an experimental study

In a computational medical model, diagnosis is the classification of disease status in the terms of abnormal or positive , normal or negative or intermediate stages . Different Machine learning techniques such as artificial neural networks (ANNs) are extensively and successfully used in disease diag...

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Bibliographic Details
Published in:	The Artificial intelligence review Vol. 54; no. 6; pp. 4097 - 4135
Main Authors:	Si, Tapas, Miranda, Péricles, Galdino, João Victor, Nascimento, André
Format:	Journal Article
Language:	English
Published:	Dordrecht Springer Netherlands 01.08.2021 Springer Springer Nature B.V
Subjects:	Algorithms Artificial Intelligence Artificial neural networks Automatic Classification Classifiers Computer Science Data Decision analysis Decision-making Diagnosis Discriminant analysis Disease Experiments Extraction False positive results Feature extraction Geometric accuracy Grammar Grammar, Comparative and general Machine learning Medical advice systems Medical diagnosis Medical model Multiple criterion Neural networks Performance evaluation Grammatical swarm Automatic programming Medical data classification Swarm programming
ISSN:	0269-2821, 1573-7462
Online Access:	Get full text
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