Open Access Open Access  Restricted Access Subscription Access

A Design of a Computer-Aided Diagnostic Tool for Chest X-Ray Analysis


Affiliations
1 University of Canberra, University Drive, Bruce, ACT-2601, Australia
 

Diagnosis of some chest diseases like heart failure, lung cancer or lung tuberculosis, etc. is often based on chest X-ray images (CXR). The diseases are curable if they are detected in their early stages. Examining CXR is a time consuming process. In some cases, medical experts had overlooked the diseases in their firstexaminations on CXR, and when the images were reexamined, the disease signs could be detected.Furthermore, the number of CXR to examine is numerous and far beyond the capability of available medical staff, especially in developing countries.

A computer-aided diagnosis (CAD) system can mark suspected areas on CXR for careful examination by medical doctors, and can give alarm in the cases that need urgent attention.

This paper reports our continuous work on the development of a CAD tool, which is an extended version of a conference paper [1]. In this version, we present some more works on CXR analysis and examination.


Keywords

Computer Aided Diagnosis, Automated Disease Diagnosis, Chest X-Ray Analysis, Watershed Segmentation, Cancer, Tuberculosis and Heart Failure Diseases.
User
Notifications
Font Size

Abstract Views: 511

PDF Views: 184




  • A Design of a Computer-Aided Diagnostic Tool for Chest X-Ray Analysis

Abstract Views: 511  |  PDF Views: 184

Authors

Kim Le
University of Canberra, University Drive, Bruce, ACT-2601, Australia

Abstract


Diagnosis of some chest diseases like heart failure, lung cancer or lung tuberculosis, etc. is often based on chest X-ray images (CXR). The diseases are curable if they are detected in their early stages. Examining CXR is a time consuming process. In some cases, medical experts had overlooked the diseases in their firstexaminations on CXR, and when the images were reexamined, the disease signs could be detected.Furthermore, the number of CXR to examine is numerous and far beyond the capability of available medical staff, especially in developing countries.

A computer-aided diagnosis (CAD) system can mark suspected areas on CXR for careful examination by medical doctors, and can give alarm in the cases that need urgent attention.

This paper reports our continuous work on the development of a CAD tool, which is an extended version of a conference paper [1]. In this version, we present some more works on CXR analysis and examination.


Keywords


Computer Aided Diagnosis, Automated Disease Diagnosis, Chest X-Ray Analysis, Watershed Segmentation, Cancer, Tuberculosis and Heart Failure Diseases.