Automatic Segmentation of the Whole G-band Chromosome Images Based on Mask R-CNN and Geometric Features

Author:

Chang Ling1,Wu Kaijie1,Gu Chaochen1,Chen Cailian1

Affiliation:

1. Shanghai Jiao Tong University, China

Publisher

ACM

Reference27 articles.

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2. Down syndrome and microRNAs;Basu A.;Biomed. Rep.,2018

3. DiGeorge syndrome chromosome region deletion and duplication: Prenatal genotype‐phenotype variability in fetal ultrasound and MRI

4. Chromosome aberrations: past, present and future

5. Theisen , A., G. Shaffer , L. : Disorders caused by chromosome abnormalities. The application of clinical genetics 3, 159–174 ( 2010 ). Theisen, A., G. Shaffer, L.: Disorders caused by chromosome abnormalities. The application of clinical genetics 3, 159–174 (2010).

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1. An Integral R-Banded Karyotype Analysis System of Bone Marrow Metaphases Based on Deep Learning;Archives of Pathology & Laboratory Medicine;2023-11-06

2. Chromosome Detection in Metaphase Cell Images Using Morphological Priors;IEEE Journal of Biomedical and Health Informatics;2023-09

3. Review of deep learning methods for karyotype analysis;Journal of Image and Graphics;2023

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