Automated human chromosome segmentation and feature extraction: Current trends and prospects
Automated human chromosome segmentation and feature extraction aim to improve the
overall quality of genetic disorder diagnosis by addressing the limitations of tedious manual …
overall quality of genetic disorder diagnosis by addressing the limitations of tedious manual …
Chromosome extraction based on U-Net and YOLOv3
H Bai, T Zhang, C Lu, W Chen, F Xu, ZB Han - IEEE Access, 2020 - ieeexplore.ieee.org
Karyotype analysis based on chromosome banding and microscopic imaging is an
important means for the diagnosis of genetic symptoms. Chromosome extraction is one of …
important means for the diagnosis of genetic symptoms. Chromosome extraction is one of …
Raw g-band chromosome image segmentation using u-net based neural network
Chromosome analysis plays an important role in investigating one's genetic disorders and
abnormalities. Many works are done on automating this operation for decades …
abnormalities. Many works are done on automating this operation for decades …
An improved denoising of G-banding chromosome images using cascaded CNN and binary classification network
E Altinsoy, J Yang, E Tu - The Visual Computer, 2022 - Springer
Background Chromosome analysis plays an important role in detecting genetic disorders.
However, it is time-consuming when it is done manually. The first step for an automated …
However, it is time-consuming when it is done manually. The first step for an automated …
Fully‐automatic raw G‐band chromosome image segmentation
Analysis of the chromosome images plays an important role in discovering one's genetic
information and possible genetic disorders. Segmentation has a very substantial place in the …
information and possible genetic disorders. Segmentation has a very substantial place in the …
Detection of chromosomes in metaphase images using segmentation techniques
M Sharifmoghaddam, H Jazayeriy… - 2022 8th Iranian …, 2022 - ieeexplore.ieee.org
The process of identifying chromosomes in metaphase images is demanding and it takes a
lot of time. Thus, chromosome detection correctly in metaphase images is very important. It is …
lot of time. Thus, chromosome detection correctly in metaphase images is very important. It is …