Chromosome classification based on the band profile similarity along approximate medial axis

J Kao, J Chuang, T Wang - Pattern Recognition, 2008 - Elsevier
Automated chromosome classification is an essential task in cytogenetics and has been an
important pattern recognition problem. Numerous attempts were made in the past to …

String Grammar Unsupervised Possibilistic Fuzzy C‐Medians for Gait Pattern Classification in Patients with Neurodegenerative Diseases

A Klomsae, S Auephanwiriyakul… - Computational …, 2018 - Wiley Online Library
Neurodegenerative diseases that affect serious gait abnormalities include Parkinson′ s
disease (PD), amyotrophic lateral sclerosis (ALS), and Huntington disease (HD). These …

Automatically inferred Markov network models for classification of chromosomal band pattern structures

E Granum, MG Thomason - Cytometry: The Journal of the …, 1990 - Wiley Online Library
A structural pattern recognition approach to the analysis and classification of metaphase
chromosome band patterns is presented. An operational method of representing band …

Automation of cytogenetics

C Lundsteen, J Piper - Advances in Biomedical Engineering, 1993 - ebooks.iospress.nl
Abstract During the Concerted Action on Automated Cytogenetics the collaborating network
has:(1) improved the performance and specifications of automatic metaphase finders,(2) …

An efficient transportation algorithm for automatic chromosome karyotyping

M Tso, P Kleinschmidt, I Mitterreiter, J Graham - Pattern Recognition Letters, 1991 - Elsevier
Abstract Tso, M., P. Kleinschmidt, I. Mitterreiter and J. Graham, An efficient transportation
algorithm for automatic chromosome karyotyping, Pattern Recognition Letters 12 (1991) 117 …

A string grammar fuzzy-possibilistic C-medians

A Klomsae, S Auephanwiriyakul… - Applied Soft Computing, 2017 - Elsevier
In some pattern recognition problems, the syntactic or structural information that describes
each pattern is important. A syntactic pattern can be described using string grammar. There …

Probabilistic neural network as chromosome classifier

WP Sweeney, MT Musavi… - Proceedings of 1993 …, 1993 - ieeexplore.ieee.org
This paper applies a probabilistic neural network (PNN) towards the classification of human
chromosomes. The inputs to the network are thirty different features extracted from the …

Model-based chromosome recognition via hypotheses construction/verification

DA Denisov, AK Dudkin - Pattern Recognition Letters, 1994 - Elsevier
A model-based technique for chromosome analysis and recognition is developed. The
object model which includes size, shape, brightness and structural features is analyzed. A …

Finding chromosome centromeres using band pattern information

J Gregor, E Granum - Computers in biology and medicine, 1991 - Elsevier
A method for finding centromeres of chromosomes using band pattern information only is
described. Rather than using shape-related characteristics to identify the position of the …

Reducing the computational cost of computing approximated median strings

CD Martínez-Hinarejos, A Juan, F Casacuberta… - Joint IAPR International …, 2002 - Springer
Abstract The k-Nearest Neighbour (k-NN) rule is one of the most popular techniques in
Pattern Recognition. This technique requires good prototypes in order to achieve good …