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Genetic Research

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Machine Learning to Advance Human Genome-Wide Association Studies.

Genes
Machine learning, including deep learning, reinforcement learning, and generative artificial intelligence are revolutionising every area of our lives when data are made available. With the help of these methods, we can decipher information from large...

Gramene 2018: unifying comparative genomics and pathway resources for plant research.

Nucleic acids research
Gramene (http://www.gramene.org) is a knowledgebase for comparative functional analysis in major crops and model plant species. The current release, #54, includes over 1.7 million genes from 44 reference genomes, most of which were organized into 62,...

Conclusion: harmonisation in genomic and health data sharing for research: an impossible dream?

Human genetics
There are clear benefits from genomics and health data sharing in research and in therapy for individuals across societies. At the same time, citizens have different expectations and fears about that data sharing. International legislation in relatio...

Artificial replication cohort: Leveraging AI-fabricated data for genetic studies.

Liver international : official journal of the International Association for the Study of the Liver
Recent advancements in artificial intelligence (AI) present both opportunities and challenges within the scientific community. This study explores the capability of AI to replicate findings from genetic research, focusing on findings from prior work....