Title :
Computer based diagnosis using artificial neural networks
Author :
Vijayakumar, R. ; Mohanakumar, R. ; Harishankar
Author_Institution :
NSS Coll. of Eng., Kerala, India
Abstract :
We describe a package using parallel and distributed processing elements. This package called MICINE is based on the ARTi-Artificial Neural Network proposed by Carpenter and Grossberg of MIT, USA. It is quite tedious to go through and ascertain the exact disease by giving simply some symptoms. Here we have tried to design a package which will be more efficient than a well experienced Doctor. This system takes in a set of the symptoms from the patient and tries to get the best matching disease for the symptom-set. Then it gives the proper prescription for the medicines. We have implemented the package using an alternative computational paradigm which is inherently parallel and distributed. This system when converted to a fully automatic system can give treatments to any patients without the help of human beings. Thus it can reduce human errors
Keywords :
ART neural nets; medical diagnostic computing; medical expert systems; parallel processing; patient treatment; MICINE; adaptive resonance theory based system; alternative computational paradigm; artificial neural networks; best matching disease; computer based diagnosis; distributed processing elements; fully automatic system; human error reduction; medicine; package; parallel processing elements; symptom-set; Artificial neural networks; Computer networks; Concurrent computing; Diseases; Distributed computing; Distributed processing; Humans; Medical diagnostic imaging; Medical treatment; Packaging;
Conference_Titel :
Engineering in Medicine and Biology Society, 1995 and 14th Conference of the Biomedical Engineering Society of India. An International Meeting, Proceedings of the First Regional Conference., IEEE
Conference_Location :
New Delhi
Print_ISBN :
0-7803-2711-X
DOI :
10.1109/RCEMBS.1995.533017