eprintid: 4
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/00/04
datestamp: 2023-11-09 15:10:34
lastmod: 2023-11-09 15:10:34
status_changed: 2023-11-09 15:09:36
type: conference_item
metadata_visibility: show
creators_name: Devan, K.S.
creators_name: Venkatachalam, P.A.
creators_name: Hani, A.F.M.
title: Expert system with an embedded imaging module for diagnosing lung diseases
ispublished: pub
keywords: Diagnosis; Embedded systems; Expert systems; Medical imaging; Morphology; X ray analysis, Chest x-ray Image Processing Tool (CIPT); Fuzzy Inference System (FIS); Morphological Enhancement; X-ray images, Pulmonary diseases
note: cited By 1; Conference of 7th International Workshop on Enterprise Networking and Computing in Healthcare Industry, HEALTHCOM 2005 ; Conference Date: 23 June 2005 Through 25 June 2005; Conference Code:67525
abstract: Lung diseases are one of the biggest killers in the world. Improved survival rate amid be obtained if the diseases can be detected at its early stage. The diagnosis of complex lung problems often requires the use of specialized diagnostic imaging methods such as X'Rays, MRI, CT Scan, etc. Medical consultants and radiologists are scarce in rural areas and mostly based in major hospitals in the cities. In this work, a rule-based expert system with an embedded imaging module has been developed. This system can assist general physicians for the early detection of lung diseases. A Chest x-ray Image Processing Tool (CIPT) consisting of imaging functions, a Modified Greyscale Top Hat (MGTH) function and a Fuzzy Inference System (FIS) are incorporated for the analysis of chest x-ray images. MGTH will improve the detectability of lung nodules and the fuzzy inference technique is used to diagnose the level of malignancy. The system was tested with 30 tests cases and was found to have an accuracy level of 90. © 2005 IEEE.
date: 2005
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-33745273598&doi=10.1109%2fHEALTH.2005.1500445&partnerID=40&md5=87493be1126ec16942036177434624b1
id_number: 10.1109/HEALTH.2005.1500445
full_text_status: none
publication: Proceedings of the 7th International Workshop on Enterprise Networking and Computing in Healthcare Industry, HEALTHCOM 2005
place_of_pub: Busan
pagerange: 229-234
refereed: TRUE
isbn: 0780389409; 9780780389403
citation:   Devan, K.S. and Venkatachalam, P.A. and Hani, A.F.M.  (2005) Expert system with an embedded imaging module for diagnosing lung diseases.  In: UNSPECIFIED.