Automated discrimination of dicentric and monocentric chromosomes by machine learning-based image processing

Author:

LI Yanxin1,Knoll Joan H.23,Wilkins Ruth C.4,Flegal Farrah N.5,Rogan Peter K.13

Affiliation:

1. Department of Biochemistry; Schulich School of Medicine and Dentistry, University of Western Ontario; London Ontario N6A 5C1 Canada

2. Department of Pathology and Laboratory Medicine, Schulich School of Medicine and Dentistry; University of Western Ontario

3. Cytognomix Inc; 60 North Centre Rd. Box 27052 London Ontario N5X 3X5 Canada

4. Consumer and Clinical Radiation Protection Bureau, Health Canada; 775 Brookfield Rd., K1A 1C1 Ottawa Ontario Canada

5. Biodosimetry Emergency Response Laboratory, Canadian Nuclear Laboratories; 20 Forest Avenue, Deep River, ON K0J 1P0

Funder

University of Western Ontario, Canada Research Chairs Secretariat, the Canadian Foundation for Innovation

Publisher

Wiley

Subject

Medical Laboratory Technology,Instrumentation,Histology,Anatomy

Reference16 articles.

1. Skeleton pruning by contour partitioning with discrete curve evolution;Bai;IEEE Trans Pattern Anal Mach Intell,2007

2. Radiation dosimetry by automated image analysis of dicentric chromosomes;Bayley;Mutat Res,1991

3. Centromere and length detection in artificially straightened highly curved human chromosomes;Jahani;Int J Biol Eng,2012

4. Kobayashi T He L Shyu C-R Knoll JHM Rogan PK. 2004

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