Genomic Data Analysis With Optimized Convolutional Neural Network (CNN) for Edge Applications

S Venkateshalu, S Deshpande… - Privacy Preservation of …, 2023 - Wiley Online Library
Deep learning shows potential for empowering devices to help individuals in the
examination of extensive, massive data sets through developing specific algorithms that get …

[图书][B] Privacy Preservation of Genomic and Medical Data

AK Tyagi - 2023 - books.google.com
PRIVACY PRESERVATION of GENOMIC and MEDICAL DATA Discusses topics concerning
the privacy preservation of genomic data in the digital era, including data security, data …

A Privacy-Preserving Convolutional Neural Network for Phenotype Prediction

J Noland - 2023 - search.proquest.com
Genomic data is used in various applications, such as genotype sequencing, genealogy
websites, diagnosing specific diseases, etc. The increased usage of genomic data in …

Healthcare data analysis by feature extraction and classification using deep learning with cloud based cyber security

S Qamar - Computers and Electrical Engineering, 2022 - Elsevier
The rapid rise of information technology and Internet technology has resulted in the
emergence of electronic health records (EHR). This research proposes novel techniques in …

Genetic Signal Processing for Categorizing Genomic Data using Convolutional Neural Networks

P Pulicherla, S Aluvala, M Premchander… - … Algorithms and Soft …, 2023 - ieeexplore.ieee.org
Breakthroughs in high-throughput sequencing technology have resulted in exponential
growth in acquired genetic data. Classic machine learning systems have difficulties in …

[PDF][PDF] Artificial Neural Network Based Method for Classification of Gene Expression Data of Human Diseases along with Privacy Preserving

SS Kumar, DN Duraipandian - … Journal of Computers & Technology (ISSN …, 2013 - Citeseer
In this paper, the author introduces a classification approach using Artificial Neural Network
(ANN) with Back-Propagation learning technique for human diseases like Cancer and heart …

A deep learning CNN model for genome sequence classification

H Gunasekaran, K Ramalakshmi… - … for COVID-19, 2021 - taylorfrancis.com
The COVID-19 pandemic declared by the World Health Organization in March 2020 is a
global challenge. This has drawn research interest in various fields, such as drug design …

Medical Data Security with Blockchain and Artificial Intelligence Using SecNet

PL Kanth, OS Nagesh, VB Lanka, PR Rao - Accelerating Discoveries in … - books.google.com
The Development of cybersecurity through the global expansion of cyber-physical systems
(CPS) facilitates global human interaction. The data of the user becomes very crucial. This …

Cloud Based Solutions for Genome Informatics: Challenges and Applications

A Prasanna, R Pooja, V Suchithra, A Ravikumar… - Materials Today …, 2018 - Elsevier
Genomic research involves comparison of individuals' genomes and related health data
across large datasets to decipher how medical, genetic, and environmental factors interact …

[PDF][PDF] DNA Sequence Analysis for Brain Disorder Using Deep Learning and Secure Storage.

AS Alluhaidan - Computers, Materials & Continua, 2022 - cdn.techscience.cn
Analysis of brain disorder in the neuroimaging of Magnetic Resonance Imaging (MRI),
Positron Emission Tomography (PET), and Computed Tomography (CT) needs to …