Traditional and deep‐based techniques for end‐to‐end automated karyotyping: A review

R Remani Sathyan, G Chandrasekhara Menon… - Expert …, 2022 - Wiley Online Library
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 …

ChromoEnhancer: An artificial-intelligence-based tool to enhance neoplastic karyograms as an aid for effective analysis

Y Bokhari, A Alhareeri, A Aljouie, A Alkhaldi, M Rashid… - Cells, 2022 - mdpi.com
Cytogenetics laboratory tests are among the most important procedures for the diagnosis of
genetic diseases, especially in the area of hematological malignancies. Manual …

A comprehensive study on convolutional neural networks for chromosome classification

RS Remya, S Hariharan, V Vinod… - 2020 Advanced …, 2020 - ieeexplore.ieee.org
Cytogenetics plays significant role in the diagnosis, prognosis and treatment evaluation of
genetic disorders through chromosome image analysis technique called karyotyping …

Preprocessing G-banded metaphase: towards the design of automated karyotyping

RS Remya, S Hariharan, V Keerthi, C Gopakumar - SN Applied Sciences, 2019 - Springer
Genetic disorders and malignancies due to the chromosomal abnormalities are being
researched in cytogenetics till date. G-banded metaphase images are analyzed …

A novel two-staged deep learning based workflow for analyzable metaphase detection

HI Turkmen - Multimedia Tools and Applications, 2024 - Springer
In the field of cytogenetics, chromosome image analysis plays a critical role in the diagnosis
of various genetic disorders and cancers. As the gold standard, chromosome image analysis …

Chromosome Image Enhancement for Efficient Karyotyping

RS Remya, H Prasad, S Hariharan… - … on Innovative Trends …, 2022 - ieeexplore.ieee.org
Chromosome images are susceptible to sensor and staining noises, inhomogeneity, and
blurring which prevent efficient karyotyping. In this research work, image processing …

A proposed technique based on wavelet transform for electrocardiogram signal compression

AS Abdulbaqi, SADMN Saif… - 2018 1st Annual …, 2018 - ieeexplore.ieee.org
An electrocardiogram (ECG) is an electrical record of heart activity. ECG compression is the
biggest concern for many applications in the biomedical community. ECG lossless …

An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm

G Jati, AR Rachmasari, W Jatmiko… - … Workshop on Big …, 2017 - ieeexplore.ieee.org
The 2D-SPIHT of the Electrocardiogram (ECG) Telehealth system is still be a concern. The
performance in the transmission process of the ECG signal data is kept being improved. The …

A study of machine learning techniques for Automated Karyotyping System

K Kaur, R Dhir - bioRxiv, 2023 - biorxiv.org
Genetic abnormalities constitute a considerable share of all the existing societal healthcare
issues. There has been a dire need for the automation of chromosomal analysis, hence …

Image Enhancement Menggunakan Metode High-Pass Filter Dan Fast Fourier Transform Pada Citra Telapak Tangan.

MAR Tanjung - 2021 - repository.uinsu.ac.id
Telapak tangan sering digunakan sebagai sumber penelitian di bidang sistem biometrik
karena mempunyai karakteristik seperti sidik jari. Selain itu, telapak tangan juga mudah …