Histogram Analysis of X-ray Images and Wavelet Influence to the Contained Information (CROSBI ID 526886)
Prilog sa skupa u časopisu | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Vujović, Igor ; Kuzmanić, Ivica
engleski
Histogram Analysis of X-ray Images and Wavelet Influence to the Contained Information
We used ILO (International Labor Organization) classification and real-patients' X-ray pulmonary images to investigate the possibility of computer-aided diagnosis of the asbestosis. We used digitized pulmonary images, in tiff (tagged interchange format) and bitmap format, and Matlab to determine whether patient is healthy or not. In our limited research, our approach gave 100% correct answers, but further research is needed, as well as the further development of the approach. Our approach gives opportunity to speed up diagnostics procedure, improve health service and reduce costs and loss of working hours. Statistical analysis of the pulmonary X-ray image' s gray tones is the key of the approach and gives an opportunity to the computer to evaluate the patient' s condition objectively. Furthermore, we used Daubechies wavelets to test the approach' s resistance to wavelet compression, and concluded that wavelet transform can be used for these purposes only, for other purposes, the effect can only be speculated on and the WT use must be approached carefully.
wavelets; asbestosis; medical imaging
Medical and Biological Engineering and Computing ; 37 (1999) S2
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
Podaci o prilogu
1062-1063-x.
1999.
nije evidentirano
objavljeno
Podaci o matičnoj publikaciji
Medical & biological engineering & computing
Rehak, Peter ; Hutten, Helmut
Graz: Organizing Commitee of the EMBEC '99
0140-0118
Podaci o skupu
EMBEC'99 : European Medical and Biological Engineering Conference
predavanje
04.11.1999-07.11.1999
Beč, Austrija
Povezanost rada
Elektrotehnika, Javno zdravstvo i zdravstvena zaštita