Attention-Based Densely Connected Convolutional Network for Chromosome Classification

Author:

Gong Zhenjia1,Peng Bo2,Shen Ao3,Gong Yan4,Zhang Jingzhong5,Lang Song6,Zhang Yanwei6,Xu Linyu6,Zheng Hanqing6,Pang Chunying7,Dai Yakang2

Affiliation:

1. Life Science and Technology department, Changchun University of Science and Technology Sciences, China and Medical Image Processing Laboratory, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China

2. Medical Imaging Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China and Medical Imaging Department, Jinan Guoke Medical Engineering Technology Development, China

3. Computer Science and Technology, Changchun University of Science and Technology Sciences, China and Medical Image Processing Laboratory, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China

4. Medical Optics Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China and Medical Imaging Department, Jinan Guoke Medical Engineering Technology Development, China

5. Medical Diagnostics Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China

6. Medical Optics Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China

7. Life Science and Technology department, Changchun University of Science and Technology Sciences, China

Funder

National Nature Science Foundation of China

Jiangsu Innovation Team

Major Innovative Research Team of Suzhou

Suzhou Science & Technology Projects

Jinan Innovation Team, Quancheng 5150 Project

Shandong Natural Science Foundation

Publisher

ACM

Reference27 articles.

1. Assessing copy number aberrations and copy neutral loss of heterozygosity across the genome as best practice: An evidence based review of clinical utility from the cancer genomics consortium (CGC) working group for myelodysplastic syndrome, myelodysplastic/myeloproliferative and myeloproliferative neoplasms;Kanagal-Shamanna R.;. Cancer genetics,2018

2. Green , T. , Flash , S. , and Reiss , A.L . ( 2019 ). “ Sex differences in psychiatric disorders: what we can learn from sex chromosome aneuploidies”. Neuropsychopharmacol,44(9–21) . Green, T., Flash, S., and Reiss, A.L. (2019). “Sex differences in psychiatric disorders: what we can learn from sex chromosome aneuploidies”. Neuropsychopharmacol,44(9–21).

3. Sawyer , J.R. , Tian , E. , Walker , B.A. , ( 2019 ). “ An acquired high-risk chromosome instability phenotype in multiple myeloma: Jumping 1q Syndrome”. Blood Cancer J, 9(62) . Sawyer, J.R., Tian, E., Walker, B.A., (2019). “An acquired high-risk chromosome instability phenotype in multiple myeloma: Jumping 1q Syndrome”. Blood Cancer J, 9(62).

4. Karyotype analysis of eight cultivated Allium species

5. A Sparse-View CT Reconstruction Method Based on Combination of DenseNet and Deconvolution

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