Automated analysis of chromosome band patterns using probabilistic Markov networks has been reported in previous work. Band patterns are represented as strings of symbols. Inferred from a set of learning strings, a Markov network is a model of intraband and interband relations in these strings. The
Computer-assisted analysis of human G-banded chromosomes
✍ Scribed by Viktor Kliment; Richard Tuscany; Jan Dvořák; Ladislav Tomášek
- Publisher
- Elsevier Science
- Year
- 1983
- Tongue
- English
- Weight
- 511 KB
- Volume
- 16
- Category
- Article
- ISSN
- 0010-4809
No coin nor oath required. For personal study only.
✦ Synopsis
The problem of data input into the computer was solved by means of an electromechanical scanner of our own design, which processes information from a positive photocopy. Classification of chromosomes in homologous pairs uses linear functions of discriminant variables. Evaluation of the quality of discriminant variables is based on multivariate generalization of analysis of variance and on Wilks' statistics. The success of the system described depends generally on the reproducibility of banding, on the loss of information during photographic process, on the parameters of the equipment used, as well as on the mathematical methods employed. The results were obtained from an analysis of 27 male and female diploid sets from the normal population and they are fully comparable with other systems, although no direct processing of the sets from the preparation is used.
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