TY  - CONF
ID  - scholars4
TI  - Expert system with an embedded imaging module for diagnosing lung diseases
SP  - 229
KW  - Diagnosis; Embedded systems; Expert systems; Medical imaging; Morphology; X ray analysis
KW  -  Chest x-ray Image Processing Tool (CIPT); Fuzzy Inference System (FIS); Morphological Enhancement; X-ray images
KW  -  Pulmonary diseases
N2  - 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.
N1  - 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
AV  - none
CY  - Busan
EP  - 234
A1  - Devan, K.S.
A1  - Venkatachalam, P.A.
A1  - Hani, A.F.M.
UR  - https://www.scopus.com/inward/record.uri?eid=2-s2.0-33745273598&doi=10.1109%2fHEALTH.2005.1500445&partnerID=40&md5=87493be1126ec16942036177434624b1
SN  - 0780389409; 9780780389403
Y1  - 2005///
ER  -