NDLI: On knowledge-based improvement of biomedical pattern recognition-a case study

Content Provider	IEEE Xplore Digital Library
Author	Wu, Q. Suetens, P. Oosterlinck, A.
Copyright Year	1989
Description	Author affiliation: Dept. of Electr. Eng., Leuven Univ., Belgium (Wu, Q.; Suetens, P.; Oosterlinck, A.)
Abstract	Most biomedical pattern recognition (BPR) systems use the classical statistical pattern recognition strategy in which a feature hyperspace is constructed for the problem followed by a statistical discriminant analysis procedure. It is shown that there are several essential drawbacks with this conventional approach. These limitations often lead to highly erroneous classification results subject to time-consuming interactive corrections in existing systems. To overcome such limitations, a pilot study on applying knowledge-based techniques to chromosome classification has been carried out. The scheme developed as a result of this case study is described in detail. The system has been implemented and tested on metaphase imagery in preliminary experiments, the results of which are also presented.<>
Starting Page	239
Ending Page	244
File Size	621075
Page Count	6
File Format	PDF
ISBN	0818619023
DOI	10.1109/CAIA.1989.49159
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1989-03-06
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Pattern recognition Computer aided software engineering Business process re-engineering Knowledge based systems Biological cells System testing Artificial intelligence Pattern analysis Image analysis Automatic testing
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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