Ethical dilemmas and privacy issues in emerging technologies: A review
Industry 5.0 is projected to be an exemplary improvement in digital transformation allowing
for mass customization and production efficiencies using emerging technologies such as …
for mass customization and production efficiencies using emerging technologies such as …
Big data and deep learning for RNA biology
H Hwang, H Jeon, N Yeo, D Baek - Experimental & Molecular Medicine, 2024 - nature.com
The exponential growth of big data in RNA biology (RB) has led to the development of deep
learning (DL) models that have driven crucial discoveries. As constantly evidenced by DL …
learning (DL) models that have driven crucial discoveries. As constantly evidenced by DL …
The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition
Concerns regarding inappropriate leakage of sensitive personal information as well as
unauthorized data use are increasing with the growth of genomic data repositories …
unauthorized data use are increasing with the growth of genomic data repositories …
A hypertuned lightweight and scalable LSTM model for hybrid network intrusion detection
A Bibi, GA Sampedro, A Almadhor, AR Javed, T Kim - Technologies, 2023 - mdpi.com
Given the increasing frequency of network attacks, there is an urgent need for more effective
network security measures. While traditional approaches such as firewalls and data …
network security measures. While traditional approaches such as firewalls and data …
Legal aspects of privacy-enhancing technologies in genome-wide association studies and their impact on performance and feasibility
A Brauneck, L Schmalhorst, S Weiss, L Baumbach… - Genome Biology, 2024 - Springer
Genomic data holds huge potential for medical progress but requires strict safety measures
due to its sensitive nature to comply with data protection laws. This conflict is especially …
due to its sensitive nature to comply with data protection laws. This conflict is especially …
A federated learning system with data fusion for healthcare using multi-party computation and additive secret sharing
In the Internet of medical things, data from a single source can be easily analyzed. Besides,
it is paramount to collect data from multiple sources to provide consistent, accurate, and vital …
it is paramount to collect data from multiple sources to provide consistent, accurate, and vital …
[HTML][HTML] Genetic testing of movements disorders: A review of clinical utility
Currently, pathogenic variants in more than 500 different genes are known to cause various
movement disorders. The increasing accessibility and reducing cost of genetic testing has …
movement disorders. The increasing accessibility and reducing cost of genetic testing has …
COLLAGENE enables privacy-aware federated and collaborative genomic data analysis
Growing regulatory requirements set barriers around genetic data sharing and
collaborations. Moreover, existing privacy-aware paradigms are challenging to deploy in …
collaborations. Moreover, existing privacy-aware paradigms are challenging to deploy in …
Human pangenomics: promises and challenges of a distributed genomic reference
A pangenome is a collection of the common and unique genomes that are present in a given
species. It combines the genetic information of all the genomes sampled, resulting in a large …
species. It combines the genetic information of all the genomes sampled, resulting in a large …
Large-scale neurophysiology and single-cell profiling in human neuroscience
Advances in large-scale single-unit human neurophysiology, single-cell RNA sequencing,
spatial transcriptomics and long-term ex vivo tissue culture of surgically resected human …
spatial transcriptomics and long-term ex vivo tissue culture of surgically resected human …