A Belief Rule-Based Expert System to Assess Bronchiolitis Suspicion from Signs and Symptoms Under Uncertainty

Rezuan Karim, Mohammad Shahadat Hossain, Md. Saifuddin Khalid, Rashed Mustafa, Tanveer Ahmed Bhuiyan

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Abstrakt

Bronchiolitis is a common disease in children and an acute viral infection of the bronchioles that affects millions of children around the world. The assessment of the suspicion of this disease is usually carried out by looking at its signs and
symptoms. However, these signs and symptoms cannot be measured with cent percent certainty, resulting in inaccuracy in determining the occurrence of Bronchiolitis. Therefore, this paper presents the development of a Belief Rule-Based Expert System (BRBES) to assess the suspicion of Bronchiolitis by using
signs and symptoms under uncertainty. The recently developed generic belief rule-based inference methodology by using evidential reasoning (RIMER) acts as the inference engine of this BRBES while belief rule base as the knowledge representation schema. The knowledge base of the system is constructed by
using real patient data and expert opinion from Bangladesh. It has been observed that the results generated by using the BREBES are more reliable than those from the manual system.
OriginalsprogEngelsk
TitelProceedings of SAI Intelligent Systems Conference (IntelliSys) 2016
RedaktørerYaxin Bi, Supriya Kapoor, Rahul Bhatia
Antal sider12
Vol/bind1
ForlagSpringer Publishing Company
Publikationsdato2017
Sider331-343
ISBN (Trykt)978-3-319-56993-2
ISBN (Elektronisk)978-3-319-56994-9
DOI
StatusUdgivet - 2017
BegivenhedSAI Intelligent Systems Conference 2016 - ExCeL London (CentrEd Conference Center), One Western Gateway, Royal Victoria Dock, London, E16 1XL, United Kingdom, London, Storbritannien
Varighed: 21 sep. 201622 sep. 2016

Konference

KonferenceSAI Intelligent Systems Conference 2016
LokationExCeL London (CentrEd Conference Center), One Western Gateway, Royal Victoria Dock, London, E16 1XL, United Kingdom
LandStorbritannien
ByLondon
Periode21/09/201622/09/2016
NavnLecture Notes in Networks and Systems
Vol/bind15
ISSN2367-3370

Fingeraftryk Dyk ned i forskningsemnerne om 'A Belief Rule-Based Expert System to Assess Bronchiolitis Suspicion from Signs and Symptoms Under Uncertainty'. Sammen danner de et unikt fingeraftryk.

Citationsformater