[HTML][HTML] Hygieia: AI/ML pipeline integrating healthcare and genomics data to investigate genes associated with targeted disorders and predict disease
Due to the advancements in sequencing technologies, genomics data is developing at an
unmatched pace and levels to foster translational research. Over ten million genomics …
unmatched pace and levels to foster translational research. Over ten million genomics …
[HTML][HTML] Artificial intelligence for personalized and predictive genomics data analysis
The quest to understand what causes chronic, acute, infectious, and rare diseases has been
a central focus of human health studies since the beginning of scientific discovery (Ahmed …
a central focus of human health studies since the beginning of scientific discovery (Ahmed …
[PDF][PDF] From function to translation: Decoding genetic susceptibility to human diseases via artificial intelligence
While genome-wide association studies (GWAS) have discovered thousands of disease-
associated loci, molecular mechanisms for a considerable fraction of the loci remain to be …
associated loci, molecular mechanisms for a considerable fraction of the loci remain to be …
Artificial intelligence and machine learning approaches using gene expression and variant data for personalized medicine
S Vadapalli, H Abdelhalim, S Zeeshan… - Briefings in …, 2022 - academic.oup.com
Precision medicine uses genetic, environmental and lifestyle factors to more accurately
diagnose and treat disease in specific groups of patients, and it is considered one of the …
diagnose and treat disease in specific groups of patients, and it is considered one of the …
Biomedical informatics and machine learning for clinical genomics
While tens of thousands of pathogenic variants are used to inform the many clinical
applications of genomics, there remains limited information on quantitative disease risk for …
applications of genomics, there remains limited information on quantitative disease risk for …
Artificial intelligence-driven biomedical genomics
As genomic research becomes more complex and data-rich, artificial intelligence (AI) has
emerged as a crucial tool for processing and analyzing high-dimensional genomic data …
emerged as a crucial tool for processing and analyzing high-dimensional genomic data …
[HTML][HTML] Debutant iOS app and gene-disease complexities in clinical genomics and precision medicine
Background The last decade has seen a dramatic increase in the availability of scientific
data, where human-related biological databases have grown not only in count but also in …
data, where human-related biological databases have grown not only in count but also in …
[HTML][HTML] Artificial intelligence in clinical and genomic diagnostics
R Dias, A Torkamani - Genome medicine, 2019 - Springer
Artificial intelligence (AI) is the development of computer systems that are able to perform
tasks that normally require human intelligence. Advances in AI software and hardware …
tasks that normally require human intelligence. Advances in AI software and hardware …
[HTML][HTML] Practicing precision medicine with intelligently integrative clinical and multi-omics data analysis
Z Ahmed - Human genomics, 2020 - Springer
Precision medicine aims to empower clinicians to predict the most appropriate course of
action for patients with complex diseases like cancer, diabetes, cardiomyopathy, and COVID …
action for patients with complex diseases like cancer, diabetes, cardiomyopathy, and COVID …
Bioinformatics challenges in genome-wide association studies (GWAS)
Genome-wide association studies (GWAS) are a powerful tool for investigators to examine
the human genome to detect genetic risk factors, reveal the genetic architecture of diseases …
the human genome to detect genetic risk factors, reveal the genetic architecture of diseases …