Role of Data Science in the Field of Genomics and Basic Analysis of Raw Genomic Data Using Python

S Karthikeyan, DV Jose - Data Science and Security: Proceedings of …, 2021 - Springer
The application of genomics in identifying the nature and cause of diseases has
predominantly increased in this decade. This field of study in life sciences combined with …

A survey on analysis of genetic diseases using machine learning techniques

B Dhanalaxmi, K Anirudh, G Nikhitha… - 2021 Fifth International …, 2021 - ieeexplore.ieee.org
The approach of new technological developments in the genetic disease repository has
facilitated genetic disease treatment. In the post-genomic time gene detection, which causes …

Big data analytics framework for real-time genome analysis: A comprehensive approach

SK Shandilya, S Sountharrajan… - Journal of …, 2019 - ingentaconnect.com
Big Data Technologies are well-accepted in the recent years in bio-medical and genome
informatics. They are capable to process gigantic and heterogeneous genome information …

Genomic Data and Big Data Analytics

HKD Sarma - Contemporary Issues in Communication, Cloud and …, 2022 - Springer
Genomic research has been highly prominent in recent times. Society has witnessed huge
progress in genomic research in the last decade. The amount of data generated due …

[PDF][PDF] A Review on Genomics Data Analysis using Machine Learning

AK Aggarwal - WSEAS Transactions on Biology and Biomedicine, 2023 - wseas.com
The advancements in genomics research have led to an exponential growth in the amount
of data generated from various sequencing technologies. Analyzing this vast amount of …

Biotechnological applications of bioinformatics in the post genomic ERA

B amar Cheba - … on Computer and Information Sciences (ICCIS …, 2019 - ieeexplore.ieee.org
The huge data gleaned from genomes sequencing including (DNA, RNA, protein
sequences, structures and interactions, genes, chromosomal maps, pathways, networks …

Big Data: A Boom in biomedical sciences

D Sharma, Y Hasija - 2021 12th International Conference on …, 2021 - ieeexplore.ieee.org
Scientists have been working over years to assemble and accumulate data from biological
sources to find solutions for many principal questions. Since a tremendous amount of data …

[PDF][PDF] Impact of biological big data in bioinformatics

D Kumari, R Kumar - International Journal of Computer Applications, 2014 - Citeseer
In an era of high-throughput sequencing, drilling of biological data to extract hidden valued
information plays an important role in making critical decisions across every branch of …

A review of data mining methods in bioinformatics

AM Mabu, R Prasad, R Yadav… - 2018 Recent Advances …, 2018 - ieeexplore.ieee.org
Bioinformatics refers to the collection, classification, storage and the scrutiny of biochemical
and biological data. It utilizes personal computers especially, as implemented toward …

Bioinformatics for healthcare applications

V Majhi, S Paul, R Jain - 2019 Amity international conference …, 2019 - ieeexplore.ieee.org
Bioinformatics is the combination of health information, data and knowledge. It uses
computational techniques and tools to analyze the enormous biological data bases. The …