In the field of cytogenetics, chromosome image analysis or karyotyping from metaphase
images plays an imperative role in the diagnosis, prognosis and treatment assessment of …

Background: Data on timing of complications are important for accurate quality assessments.
We sought to better define pre-and postdischarge complications occurring within 90 days of …

Background: In medicine, karyotyping chromosomes is important for medical diagnostics,
drug development, and biomedical research. Unfortunately, chromosome karyotyping is …

Chromosome analysis is an essential task in a cytogenetics lab, where cytogeneticists can
diagnose whether there are abnormalities or not. Karyotyping is a standard technique in …

Karyotype analysis is a cytogenetic test method that counts chromosomes and evaluates
their structural abnormalities. However, since the processes of counting chromosomes and …

Chromosome karyotyping is pivotal in the diagnosis of many genetic disorders and birth
defects. Manual karyotyping is a tedious procedure and various techniques were proposed …

Chromosome karyotyping analysis is a vital cytogenetics technique for diagnosing genetic
and congenital malformations, analyzing gestational and implantation failures, etc. Since the …

A fully automated chromosome analysis system can substitute cytogenetic experts for the
task of chromosome karyotype analysis, which in turn can substantially increase the …

This article offers a framework of a hybrid convolution neural network (CNN)–support vector
machine (SVM) model for the classification of human metaphase chromosome images. In …

Object classification is a crucial task in deep learning, which involves the identification and
categorization of objects in images or videos. Although humans can easily recognize …