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#Biobanks

Showing: 11 courses
BIMSA

Empowering the Data Science Ecosystem for Whole Genome Sequencing Analysis Using ML Methods and Tools

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Explore advanced methods for analyzing whole genome sequencing data using machine learning and ensemble techniques. Learn to leverage biobanks and electronic health records for powerful genetic insights.
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1 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Variational Inference for Large-Scale Genomic Data - CGSI 2022

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Explore variational inference techniques for large-scale genomic data analysis, integrating molecular and phenome information to uncover disease mechanisms and enhance genetic association studies.
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15 Lesons
39 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Large-Scale Inference of Ancestral Recombination Graphs for Genealogy-Based Association of Complex Traits

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Explore large-scale inference of ancestral recombination graphs and its application in genealogy-based association of complex traits, advancing genomic research and population genetics.
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1 Lesons
38 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Biobanks from a Pathologist's Viewpoint - CGSI 2023

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Explore biobanks from a pathologist's perspective, focusing on genetic disorders, variant classification, and the interplay between monogenic and polygenic factors in disease expression.
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13 Lesons
39 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Confounding in Biobanks: Challenges and Implications

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Explore confounding factors in biobank research and their impact on genetic studies, focusing on educational attainment and height analyses.
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1 Lesons
45 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Combining Biobanks and Cohort Studies - The Best of Both Worlds

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Explore the integration of biobanks and cohort studies to enhance genetic research and improve understanding of complex diseases.
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1 Lesons
37 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Personalized Genomic Medicine Using Large-Scale Biobanks Linked with Medical Records

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Explore personalized genomic medicine using large-scale biobanks and medical records. Learn about leveraging genomic diversity for discovery and promoting precision health research in diverse populations.
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1 Lesons
53 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Applying Polygenic Scores at Biobank Scale - CGSI 2022

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Explore applying polygenic scores at biobank scale, examining reporting standards, reproducibility, health disparities, and clinical applications in genomic risk prediction.
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1 Lesons
43 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Fun with Phecodes - From PheWAS to PheRS

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Explore Phecodes for electronic health record research, from PheWAS to PheRS. Learn applications, tools, and best practices for phenotype-genotype analysis and biobank data science.
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23 Lesons
29 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Machine Learning for Biobank-Scale Genomic Data - CGSI 2022

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Explore machine learning techniques for analyzing large-scale biobank data, focusing on genetic architecture, variance components, and interactions in complex traits. Gain insights from UK Biobank applications.
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18 Lesons
53 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Using Biobanks to Study People That Are Not in It - CGSI 2024

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Discover innovative approaches to extend biobank research benefits beyond direct participants, exploring methodologies for broader population health insights and applications.
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1 Lesons
33 minutes
On-Demand
Free-Video