Efficient Type and Polarity Classification of Chromosome Images using CNNs: a Primary Evaluation on Multiple Datasets-Reference-Cited by-同舟云学术

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Efficient Type and Polarity Classification of Chromosome Images using CNNs: a Primary Evaluation on Multiple Datasets

Published:2022-07-27 Issue: Volume: Page:
ISSN:
Container-title:2022 IEEE Ninth International Conference on Communications and Electronics (ICCE)
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Author:

Anh Le Quoc¹,Thanh Vu Duy¹,Son Nguyen Huu Hoang¹,Phuong Doan Thi Kim²,Anh Luong Thi Lan²,Ram Do Thi³,Minh Nguyen Thanh Binh³,Tung Tran Hoang⁴,Thinh Nguyen Hong⁵,Ha Le Vu¹,Ha Luu Manh¹

Affiliation:

1. Advanced Institute of Engineering and Technology,VNU-UET

2. Hanoi Medical University,Dept. of Biology and Medical Genetics

3. Bach Mai Hospital,Hematology and Blood Transfusion Center

4. University of Science and Technology of Hanoi,ICT Lab

5. VNU-UET,Faculty of Electronics and Telecommunications

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9852015/9852016/09852034.pdf?arnumber=9852034

Reference20 articles.

1. A Web-based Tool for Semi-interactively Karyotyping the Chromosome Images for Analyzing Chromosome Abnormalities

2. Siamese networks for chromosome classification;jindal;Proceedings of the IEEE International Conference on Computer Vision Workshops,2017

3. Chromosome Classification with Convolutional Neural Network Based Deep Learning

4. Classification of Metaphase Chromosomes Using Deep Convolutional Neural Network

5. A modular framework for the automatic classification of chromosomes in Q-band images

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1. Explorando Arquiteturas de Redes Neurais Profundas na Classificação de Imagens de Cariótipos Humanos;Anais do XXIV Simpósio Brasileiro de Computação Aplicada à Saúde (SBCAS 2024);2024-06-25

2. Deep-Learning-Based Human Chromosome Classification: Data Augmentation and Ensemble;Information;2023-07-09

3. Improving Classification of Curved Chromosomes in Karyotyping using CNN-based Deformation;2023 IEEE Statistical Signal Processing Workshop (SSP);2023-07-02

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