DocumentCode :
2580077
Title :
Computational intelligence in surgery and diagnosis
Author :
Micheli-Tzanakou, Evangelia
Author_Institution :
Dept. of Biomed. Eng., Rutgers Univ., Piscataway, NJ, USA
Volume :
4
fYear :
1998
fDate :
29 Oct-1 Nov 1998
Firstpage :
1893
Abstract :
We have used advanced signal processing and innovative image processing methods that are used outside the operating room. The software is written in C++ in a windows environment and can be used on any PC. We will demonstrate some applications on a laptop. Applications with computational intelligence for diagnostic purposes and as visualization aids are demonstrated, include blood cell classification, mammography, evoked potentials, ophthalmology, EEG and field potentials in Parkinson´s disease. The latter methods along with 3D reconstruction of MRI images of Parkinsonian patients, are currently used in the operating room for Pallidotomies
Keywords :
bioelectric potentials; data visualisation; electrocardiography; electroencephalography; feature extraction; fractals; image reconstruction; mammography; medical expert systems; medical image processing; medical signal processing; neural nets; pattern classification; surgery; 3D reconstruction; ALOPEX method; C++ software; ECG analysis; EEG; MRI images; Pallidotomies; Parkinson´s disease; advanced signal processing; blood cell classification; computational intelligence; diagnosis; evoked potentials; feature extraction; field potentials; fractal dimension; hill climbing; image processing methods; laptop applications; mammography; neural networks; ophthalmology; surgery; visualization aids; windows environment; Application software; Blood; Cells (biology); Computational intelligence; Image processing; Mammography; Portable computers; Signal processing; Surgery; Visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
Conference_Location :
Hong Kong
ISSN :
1094-687X
Print_ISBN :
0-7803-5164-9
Type :
conf
DOI :
10.1109/IEMBS.1998.746966
Filename :
746966
Link To Document :
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