AIMC Topic: Genetics, Medical

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Artificial intelligence in clinical genetics.

European journal of human genetics : EJHG Jan 13, 2025
Artificial intelligence (AI) has been growing more powerful and accessible, and will increasingly impact many areas, including virtually all aspects of medicine and biomedical research. This review focuses on previous, current, and especially emergin...
Machine Learning Deep Learning Genetics, Medical Humans Artificial Intelligence
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The impact and future of artificial intelligence in medical genetics and molecular medicine: an ongoing revolution.

Functional & integrative genomics Aug 16, 2024
Artificial intelligence (AI) platforms have emerged as pivotal tools in genetics and molecular medicine, as in many other fields. The growth in patient data, identification of new diseases and phenotypes, discovery of new intracellular pathways, avai...
Genetics, Medical Molecular Medicine Precision Medicine Genomics Humans Artificial Intelligence
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Artificial intelligence and the impact on medical genetics.

American journal of medical genetics. Part C, Seminars in medical genetics Aug 10, 2023
Virtually all areas of biomedicine will be increasingly affected by applications of artificial intelligence (AI). We discuss how AI may affect fields of medical genetics, including both clinicians and laboratorians. In addition to reviewing the antic...
Artificial Intelligence Humans Genetics, Medical
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Scoping review and classification of deep learning in medical genetics.

Genetics in medicine : official journal of the American College of Medical Genetics May 25, 2022
Deep learning (DL) is applied in many biomedical areas. We performed a scoping review on DL in medical genetics. We first assessed 14,002 articles, of which 133 involved DL in medical genetics. DL in medical genetics increased rapidly during the stud...
Humans Neural Networks, Computer Deep Learning Asia Genomics Genetics, Medical
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Can artificial intelligence save medical genetics?

American journal of medical genetics. Part A Oct 11, 2021
Humans Artificial Intelligence Genetics, Medical
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Opportunities and challenges for artificial intelligence in clinical cardiovascular genetics.

Trends in genetics : TIG Apr 27, 2021
A combination of emerging genomic and artificial intelligence (AI) techniques may ultimately unlock a deeper understanding of heterogeneity and biological complexities in cardiovascular diseases (CVDs), leading to advances in prognostic guidance and ...
Genetics, Medical Precision Medicine Cardiovascular Diseases Humans Artificial Intelligence Machine Learning
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Opening the Black Box: Interpretable Machine Learning for Geneticists.

Trends in genetics : TIG Apr 17, 2020
Because of its ability to find complex patterns in high dimensional and heterogeneous data, machine learning (ML) has emerged as a critical tool for making sense of the growing amount of genetic and genomic data available. While the complexity of ML ...
Genetics, Population Genetics, Medical Genome, Human Machine Learning Computational Biology Humans
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Artificial intelligence in clinical and genomic diagnostics.

Genome medicine Nov 19, 2019
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, especially deep learning algorithms and the graphics processing units (...
Humans Neural Networks, Computer Artificial Intelligence Computational Biology Algorithms Molecular Diagnostic Techniques Molecular Sequence Annotation Genetics, Medical Genomics Phenotype Genetic Association Studies Deep Learning
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Dysmorphology in a Genomic Era.

Clinics in perinatology Oct 31, 2019
Dysmorphology is the practice of defining the morphologic phenotype of syndromic disorders. Genomic sequencing has advanced our understanding of human variation and molecular dysmorphology has evolved in response to the science of relating embryologi...
Abnormalities, Multiple Genetics, Medical Neonatal Screening Infant, Newborn Genetic Testing Genome, Human Genetic Counseling Genotype Terminology as Topic Genomics Genetic Variation Diagnosis, Differential Humans Phenotype
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Machine learning for epigenetics and future medical applications.

Epigenetics May 19, 2017
Understanding epigenetic processes holds immense promise for medical applications. Advances in Machine Learning (ML) are critical to realize this promise. Previous studies used epigenetic data sets associated with the germline transmission of epigene...
Epigenomics Genetics, Medical Humans Animals Machine Learning Epigenesis, Genetic
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