An Integral R-Banded Karyotype Analysis System of Bone Marrow Metaphases Based on Deep Learning

J Wang, C Xia, Y Fan, L Jiang… - … of Pathology & …, 2023 - meridian.allenpress.com
Context.—Conventional karyotype analysis, which provides comprehensive cytogenetic
information, plays a significant role in the diagnosis and risk stratification of hematologic …

A novel application of image-to-image translation: chromosome straightening framework by learning from a single image

S Song, D Huang, Y Hu, C Yang, J Meng… - … congress on image …, 2021 - ieeexplore.ieee.org
In medical imaging, chromosome straightening plays a significant role in the pathological
study of chromosomes and in the development of cytogenetic maps. Whereas different …

Deep learning based hybrid ghost-net for metaspread chromosome image segmentation

K Kaur, R Dhir - Biomedical Signal Processing and Control, 2024 - Elsevier
Karyotyping is an important process in chromosome segmentation and classification to
identify defected chromosomes. In this paper, a novel deep learning based Hybrid ghost-Net …

An automatic progressive chromosome segmentation approach using deep learning with traditional image processing

L Chang, K Wu, H Cheng, C Gu, Y Zhao… - Medical & Biological …, 2024 - Springer
The fully automatic chromosome analysis system plays an important role in the detection of
genetic diseases, which in turn can reduce the diagnosis burden for cytogenetic experts …

DaCSeg: Divide and conquer for accurate overlapping chromosome instance segmentation in metaphase cell images

X Fan, H Liu, H Zheng, J Zhai, L Zhang - Biomedical Signal Processing and …, 2024 - Elsevier
Chromosome segmentation is essential for karyotyping analysis, which provides a reliable
basis for subsequent disease diagnosis. Recent deep segmentation techniques can …

Exploiting deep learning for overlapping chromosome segmentation

A Nikolaou, GA Papakostas - … Vision and Robotics: Proceedings of CVR …, 2023 - Springer
This paper investigates whether deep learning architectures for semantic segmentation are
capable of supporting geneticists in karyotype exporting, in a more efficient manner without …

Atmospheric Polarization Pattern Restoration Orientation Method in Complex Navigation Environment

Y Li, Y Bian, C Ren, Y Li, Y Lu, S Qu - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Bionic polarized light navigation is a new navigation method that uses atmospheric
polarization patterns to obtain compass information. It has been extensively studied in the …

[PDF][PDF] 染色体核型分析深度学习方法综述

罗纯龙, 赵屹 - 中国图象图形学报, 2023 - cjig.cn
染色体核型分析是细胞遗传学领域重要的实验技术, 并逐步在包括生殖医学在内的诸多现代临床
领域和科学研究方面得到广泛应用, 但即使是经验丰富的细胞遗传学家也需要大量时间才能完成 …

Classification for Covid-19 Diseases Based on Ensembled Models

G Xiao - Highlights in Science, Engineering and Technology, 2022 - drpress.org
After Covid19 became a worldwide health issue, rapid diagnosis based on clinical
symptoms from many diseases with similar symptoms to Covid19 became important to slow …

[HTML][HTML] 基于多尺度残差注意力网络的重叠染色体分割模型

王君然, 马嘉美, 张学典 - Modeling and Simulation, 2023 - hanspub.org
在医学诊断中, 染色体核型分析是检测由染色体数量和结构异常引起的遗传疾病的重要手段.
然而由于染色体的非刚性特质, 在不同图像中染色体经常发生随机卷曲和重叠 …