Technical trends in public healthcare and medical engineering

AR Mishra, A Rai, MD Ansari… - Privacy Preservation of …, 2023 - Wiley Online Library
Healthcare is a sizable sector of the economy with outdated systems, which can result in
inefficiencies. For healthcare and associated purposes, use computing platforms …

[HTML][HTML] Genomic image representation of human coronavirus sequences for COVID-19 detection

MS Hammad, MS Mabrouk, WI Al-atabany… - Alexandria Engineering …, 2023 - Elsevier
Abstract Coronavirus (CoV) disease 2019 (COVID-19) is a severe pandemic affecting
millions worldwide. Due to its rapid evolution, researchers have been working on …

Application of genomic signal processing as a tool for high-performance classification of SARS-CoV-2 variants: a machine learning-based approach

S Kar, M Ganguly - Soft Computing, 2024 - Springer
From the beginning of COVID-19 pandemic, numerous mutants of SARS-CoV-2 have since
been evolved owing to high transmissibility and virulence. Due to the limited effectiveness of …

Role of Genomics in Smart Era and Its Application in COVID‐19

S Kumar, BR Bhowmik - Privacy Preservation of Genomic and …, 2023 - Wiley Online Library
Genomics is a rapidly developing field that aims to understand the whole inherited traits of
an organism, including its structure, function, and evolution. The purpose of genomics is to …

XCNN-SC: Explainable CNN for SARS-CoV-2 variants classification and mutation detection

E Yektadoust, A Janghorbani, AF Talebi - Computers in Biology and …, 2023 - Elsevier
The COVID-19 pandemic spread rapidly all over the world in 2019, causing the deaths of
millions of people. One of the main challenges in controlling the pandemic was the high rate …

Lifting scheme-based wavelet transform method for improved genomic classification and sequence analysis of Coronavirus

S Kar, M Ganguly, S Sen - Innovation and Emerging Technologies, 2023 - World Scientific
The paper proposes a lifting scheme-based wavelet transform clustering method as a better
alternative to traditional alignment-based virus genome classification and grouping …

A genomic signal processing approach for identification and classification of coronavirus sequences

A Khodaei, B Mozaffari-Tazehkand, H Sharifi - Soft Computing, 2024 - Springer
Corona disease has caused a variety of problems for people since it was formed and spread
around the world. In this study, diagnosis and differentiation of this disease have been …

Deepvirusclassifier: a deep learning tool for classifying SARS-CoV-2 based on viral subtypes within the coronaviridae family

KS Azevedo, LC de Souza, MGF Coutinho… - BMC …, 2024 - Springer
Purpose In this study, we present DeepVirusClassifier, a tool capable of accurately
classifying Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) viral …

A Comparative Study of Machine Learning Approaches for the Detection of SARS-CoV-2 and its Variants

PK Vesapogu, BR Surampudi - Procedia Computer Science, 2024 - Elsevier
Abstract The coronavirus disease (COVID-19) caused over 170 million illnesses and over 3
million deaths worldwide. Researchers from all over the world have been using a variety of …

The forecasting and case study modeling of covid-19 in chicago: A data-driven approach

OT Ajayi - Socially Responsible Modeling, Computation, and …, 2023 - soremo.library.iit.edu
Probabilistic graphical models and machine learning are powerful data-driven tools for
extracting useful knowledge from historical data; this knowledge can facilitate improved …