A Neuro-Fuzzy approach to diagnosis of neonatal jaundice

Mohammad  Sohani; Kamran Khosrovian  Kermani; Behrooz  Makki; Ali  Riazati; Nasser  Sadati

1st International ICST Conference on Bio Inspired Models of Network, Information and Computing Systems

Research Article

A Neuro-Fuzzy approach to diagnosis of neonatal jaundice

Cite: BibTeX Plain Text

@INPROCEEDINGS{10.1145/1315843.1315863,
    author={Mohammad  Sohani and Kamran Khosrovian  Kermani and Behrooz  Makki and Ali  Riazati and Nasser  Sadati},
    title={A Neuro-Fuzzy approach to diagnosis of neonatal jaundice},
    proceedings={1st International ICST Conference on Bio Inspired Models of Network, Information and Computing Systems},
    publisher={ACM},
    proceedings_a={BIONETICS},
    year={2006},
    month={12},
    keywords={Evolutionary Fuzzy Neural Network Diagnosis System Neonatal Jaundice.},
    doi={10.1145/1315843.1315863}
}

Mohammad Sohani
Kamran Khosrovian Kermani
Behrooz Makki
Ali Riazati
Nasser Sadati
Year: 2006
A Neuro-Fuzzy approach to diagnosis of neonatal jaundice
BIONETICS
ACM
DOI: 10.1145/1315843.1315863

Mohammad Sohani¹^,*, Kamran Khosrovian Kermani²^,*, Behrooz Makki³^,*, Ali Riazati³^,*, Nasser Sadati^4,5^,*

1: Student Member, IEEE, Electrical Engineering Department, Sharif University of Technology, Tehran, Iran
2: Electrical Engineering Department, Amirkabir University of Technology, Tehran, Iran
3: Biomedical Engineering Department Amirkabir, University of Technology, Tehran, Iran
4: Member, IEEE, Electrical Engineering Department, Sharif University of Technology
5: Tehran, Iran

*Contact email: Sohani@ieee.org, Kamran_kh6@yahoo.com, Behrooz_Makki@yahoo.com, Alijilli@yahoo.com, Sadati@sharif.edu

Abstract

This paper presents an approach that integrates clinical methods with Neuro-Fuzzy system in order to diagnose Neonatal Jaundice in newborns. First, a fuzzy logic system designed with medical rules to model the uncertainty that exists in medical diagnosis. Then a fuzzy neural network with an evolutionary learning helps the system to learn the new data gained from the patient and to help the fuzzy system to update itself in an online manner. By combining the aforementioned systems, the proposed approach can help physicians to diagnose jaundice with low risk cost associated with this disease.

Keywords: Evolutionary Fuzzy Neural Network Diagnosis System Neonatal Jaundice.

Published: 2006-12-13
Publisher: ACM

: http://dx.doi.org/10.1145/1315843.1315863