A comprehensive study on DNA based Security scheme Using Deep Learning in Healthcare

S Aqeel, A Shahid Khan, Z Ahmad, J Abdullah - EDPACS, 2022 - Taylor & Francis
Deep learning (DL) has emerged from machine learning that relates to the branch of AI itself.
In DL, the machine adopts the behavior of the human mind … generated DNA sequence at …

Gut microbiome-mediated epigenetic regulation of brain disorder and application of machine learning for multi-omics data analysis

H Kaur, Y Singh, S Singh, RB Singh - Genome, 2021 - cdnsciencepub.com
DNA sequence (Prasher et al. 2020) The genetic information in our body is stored in DNA
… is known so far to be the most reliable way of transmitting epigenetic information. Indeed, …

Bringing machine learning to research on intellectual and developmental disabilities: taking inspiration from neurological diseases

C Gupta, P Chandrashekar, T Jin, C He… - … Disorders, 2022 - Springer
… with multiple repositories that store and share such data. … to accomplish, for example, reliable
implementation of ML-based … to link human diseases to DNA sequence anomalies. Specific …

[PDF][PDF] The deep DNA machine learning model to classify the tumor genome of patients with tumor sequencing

J Logeshwaran, N Adhikari, SS Joshi… - … Journal of Health …, 2022 - researchgate.net
… it without awareness, basic clarity and self-defense. A healthy … it up and store it in the freezer,
the influx of new diseases is no … using spectrogram images of digitized DNA sequences. …

Supervised machine learning empowered multifactorial genetic inheritance disorder prediction

TM Ghazal, H Al Hamadi, M Umar Nasir… - Computational …, 2022 - Wiley Online Library
… Dementia, a degenerative brain illness, is a significant health … tumored DNA and achieved
77.7% prediction accuracy. In … into testing and training and stored in separate data clouds. In …

Deep learning in systems medicine

H Wang, E Pujos-Guillot, B Comte… - Briefings in …, 2021 - academic.oup.com
… EHRs generally describe an extremely secure healthcare … Fast Healthcare Interoperability
Resources proposes data storagesequence specificities of DNA- and RNA-binding proteins. …

Deep learning in mining biological data

M Mahmud, MS Kaiser, TM McGinnity, A Hussain - Cognitive computation, 2021 - Springer
… for DNA sequencing [4], gene expression [5], bioimaging [6], neuroimaging [7], and body/brainmachine
The challenges have triggered the development of rational, reliable, reusable, …

Deep learning in biomedical informatics

CL Hung - Intelligent Nanotechnology, 2023 - Elsevier
… The rapid increase in computing power, fast data storage, … , to predict enhancer patterns from
the DNA sequence alone. … co-processing, self-organizing, and self-learning. It is capable of …

Deep learning in next-generation sequencing

B Schmidt, A Hildebrandt - Drug discovery today, 2021 - Elsevier
… more reliable transcriptomic studies, which can detect disease-… learning that are not ‘seeded’
with a biological model in mind… CpG methylation is predicted from both local DNA sequence

Applications of deep learning in healthcare and biomedicine

S Mittal, Y Hasija - Deep learning techniques for biomedical and health …, 2020 - Springer
… ’ is the study of models that computer systems use to self-learn … data interpretation comprising
DNA sequencing and gene splicing, … to critically store, represent or analyze biological data …