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Cir-net: Automatic classification of human chromosome based on inception-resnet architecture
Background: In medicine, karyoty** chromosomes is important for medical diagnostics,
drug development, and biomedical research. Unfortunately, chromosome karyoty** is …
drug development, and biomedical research. Unfortunately, chromosome karyoty** is …
Image segmentation to distinguish between overlap** human chromosomes
RL Hu, J Karnowski, R Fadely, JP Pommier - ar** is a study of chromosomes to identify various chromosomal aberrations related
to structure and number. Chromosome image analysis involves challenging issues related …
to structure and number. Chromosome image analysis involves challenging issues related …
[HTML][HTML] Chromosome classification via deep learning and its application to patients with structural abnormalities of chromosomes
Background and objective Karyoty** is an important technique in cytogenetic practice for
the early diagnosis of genetic diseases. Clinical karyoty** is tedious, time-consuming, and …
the early diagnosis of genetic diseases. Clinical karyoty** is tedious, time-consuming, and …
ARMS Net: Overlap** chromosome segmentation based on Adaptive Receptive field Multi-Scale network
G Wang, H Liu, X Yi, J Zhou, L Zhang - Biomedical Signal Processing and …, 2021 - Elsevier
Karyotype analysis has become the crux for diagnosis of genetic diseases, which requires
automatic precise identification of quantitative and structural abnormalities. Thus …
automatic precise identification of quantitative and structural abnormalities. Thus …
[PDF][PDF] A novel approach for segmentation of human metaphase chromosome images using region based active contours.
The chromosomes are the genetic information carries. A healthy human being has 46
chromosomes. Any alteration in either the number of chromosomes or the structure of …
chromosomes. Any alteration in either the number of chromosomes or the structure of …
Classification of analyzable metaphase images using transfer learning and fine tuning
Chromosomes are bodies that contain human genetic information. Chromosomal disorders
can cause structural and functional disorders in individuals. Detecting the metaphase stages …
can cause structural and functional disorders in individuals. Detecting the metaphase stages …
An automatic progressive chromosome segmentation approach using deep learning with traditional image processing
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 …
genetic diseases, which in turn can reduce the diagnosis burden for cytogenetic experts …