[HTML][HTML] Privacy-preserving artificial intelligence in healthcare: Techniques and applications
There has been an increasing interest in translating artificial intelligence (AI) research into
clinically-validated applications to improve the performance, capacity, and efficacy of …
clinically-validated applications to improve the performance, capacity, and efficacy of …
Functional genomics data: privacy risk assessment and technological mitigation
The generation of functional genomics data by next-generation sequencing has increased
greatly in the past decade. Broad sharing of these data is essential for research …
greatly in the past decade. Broad sharing of these data is essential for research …
Secure and trustworthy artificial intelligence-extended reality (AI-XR) for metaverses
Metaverse is expected to emerge as a new paradigm for the next-generation Internet,
providing fully immersive and personalized experiences to socialize, work, and play in self …
providing fully immersive and personalized experiences to socialize, work, and play in self …
[HTML][HTML] Privacy-preserving model evaluation for logistic and linear regression using homomorphically encrypted genotype data
Objective: Linear and logistic regression are widely used statistical techniques in population
genetics for analyzing genetic data and uncovering patterns and associations in large …
genetics for analyzing genetic data and uncovering patterns and associations in large …
Storing and analyzing a genome on a blockchain
There are major efforts underway to make genome sequencing a routine part of clinical
practice. A critical barrier to these is achieving practical solutions for data ownership and …
practice. A critical barrier to these is achieving practical solutions for data ownership and …
[HTML][HTML] A Study and Analysis of Disease Identification using Genomic Sequence Processing Models: An Empirical Review
SK Ahuja, DD Shrimankar, AR Durge - Current Genomics, 2023 - ncbi.nlm.nih.gov
Human gene sequences are considered a primary source of comprehensive information
about different body conditions. A wide variety of diseases including cancer, heart issues …
about different body conditions. A wide variety of diseases including cancer, heart issues …
Rapid, Reference-Free human genotype imputation with denoising autoencoders
Genotype imputation is a foundational tool for population genetics. Standard statistical
imputation approaches rely on the co-location of large whole-genome sequencing-based …
imputation approaches rely on the co-location of large whole-genome sequencing-based …
SQUiD: ultra-secure storage and analysis of genetic data for the advancement of precision medicine
Cloud computing allows storing the ever-growing genotype-phenotype datasets crucial for
precision medicine. Due to the sensitive nature of this data and varied laws and regulations …
precision medicine. Due to the sensitive nature of this data and varied laws and regulations …
Dynamic graph neural network learning for temporal omics data prediction
X Jing, Y Zhou, M Shi - IEEE Access, 2022 - ieeexplore.ieee.org
High-throughput studies of biological systems are rapidly generating a wealth of 'omics'-
scale data. Many of these studies are temporal collecting proteomics and genomics data …
scale data. Many of these studies are temporal collecting proteomics and genomics data …
Privacy-preserving cancer type prediction with homomorphic encryption
Cancer genomics tailors diagnosis and treatment based on an individual's genetic
information and is the crux of precision medicine. However, analysis and maintenance of …
information and is the crux of precision medicine. However, analysis and maintenance of …