Videos
Kirk Lohmueller | The Poisson Random Field model in population genetics | CGSI 2022
Daniel Tward | Multiscale metrics for comparing spatial transcriptomics datasets | CGSI 2022
Iman Hajirasouliha | Applications of Deep Learning to Genomics and Digital Pathology | CGSI 2022
Sriram Sankararaman | Machine learning for Biobank-scale data | CGSI 2022
Jason Ernst | A Tutorial on Computational Methods for Modeling and Analyzing Epigenomic Data | CGSI 2022
Kayhan Batmanghelich | Bridging ML Models with Medical Insights for Learning, Inference, and Model Explanation for Radiology Applications | CGSI 2022
Smita Krishnaswamy | Harnessing Data Geometry for Biomedical Insights | CGSI 2022
Bogdan Pasaniuc | Personalized genomic medicine using large-scale biobanks linked with medical records | CGSI 2022
Loic Yengo | Lessons from the Largest Genome-Wide Association Study of Human Height | CGSI 2022
Chris Gignoux | Applying polygenic scores at biobank scale | CGSI 2022
Eimear Kenny | Population Genetics in an Era of Genomic Health | CGSI 2022
Paul Boutros | Computational Methods to Quantify Lethal Cancer Evolution | CGSI 2022
Rajesh Ranganath | Interpretability and Out of Distribution Generalization in Deep Predictive Models | CGSI 2022
Sushmita Roy | Inference of Gene Regulatory Networks from bulk and single cell omic datasets | CGSI 2022
Xihong Lin | Overview of Rare Variant Analysis of Whole Genome Sequencing Association Studies | CGSI 2022
Harold Pimentel | Inference methods for high-throughput CRISPR screens | CGSI 2022
Loes Olde Loohuis | Disease trajectories of severe mental illness | CGSI 2022
Nancy Cox | How Genetics Can Help Untangle Institutionalized Health Inequity | CGSI 2022
Jingyi Jessica Li | Statistical Rigor in Genomics Data Science | CGSI 2022
James Zou | How to perform in silico clinical trials using EHR | CGSI 2022
Rayan Chikhi | Hands-on introduction to pangenome graphs | CGSI 2022
Sagi Snir | Horizontal Gene Transfer Phylogenetics: A Random Walk Approach | CGSI 2022
Johanna Hardin | onlineFDR control with applications to RNA-Seq data | CGSI 2022
Ilan Gronau | The Case for Genetic Genealogies in Population Genomics | CGSI 2022
Nanyun Violet Peng | Discourse-level Natural Language Understanding for Scientific Literature | CGSI 2022
Nick Mancuso | Variational Inference for large-scale genomic data | CGSI 2022
Na Cai | Phenotype integration improves power and preserves specificity in biobank-based genetic studies of Major Depressive Disorder | CGSI 2022
Alex Zelikovsky | Analysis of SARS-CoV-2 Sequencing Data | CGSI 2022
Pier Palamara | Large-scale inference of ancestral recombination graphs enables genealogy-based association of complex traits | CGSI 2022
Pejman Mohammadi | Quantitative models of genetic variation in cis-regulation | CGSI 2022
David Knowles | Determining the molecular intermediates between genotype and phenotype | CGSI 2022
Tandy Warnow | Tutorial | Multiple Sequence Alignment | CGSI 2022
Sasha Gusev | Tutorial | Understanding GWAS mechanisms with Transcriptome-Wide Association Studies | CGSI 2022
Nandita Garud | How do we detect evolution from microbiome data? | CGSI 2022
Karen Conneely | Clonal hematopoiesis of indeterminate potential and DNA methylation in aging and disease | CGSI 2022
Eleazar Eskin | Swab-Seq: COVID-19 Testing leveraging Computational Genomics and Genomics Technology | CGSI 2022
Jonathan Flint | Tutorial | Genetics basis of depression | CGSI 2022
Jazlyn Mooney | On the number of genealogical ancestors tracing to the source groups of an admixed population | CGSI 2022
Or Zuk | Evaluating the potential benefits of embryo screening using polygenic scores for multiple continuous and disease traits | CGSI 2022
Brian Browning | Haplotype phasing: methods and accuracy | CGSI 2022
Teresa Przytycka | Mutational Signatures – form methods to mechanisms | CGSI 2022
Valerie Arboleda | Integration of monogenic and common variants in human disease | CGSI 2022
Jian Ma | Machine Learning for Single-Cell 3D Epigenomics | CGSI 2022
Melissa Gymrek | A practical guide to performing genome-wide analyses of tandem repeats | CGSI 2022
Siavash Mirarab | Distance-based phylogenetics: past, present, and (perhaps) future | CGSI 2022
Ben Raphael | Alignment, Integration, and Modeling of Spatial Transcriptomics Data | CGSI 2022
Jaehee Kim | Bayesian Inference of Dependent Population Dynamics in Coalescent Models | CGSI 2022
Wenyi Wang | Computational deconvolution of cancer genomes/transcriptomes | CGSI 2022
Rayan Chikhi | Recent progress towards petabase-scale genomics | CGSI 2022
Casey Greene | Integrating -omic data across datasets and layers | CGSI 2022
John Novembre | Lessons in human genetic variation and the impact of divergence, gene flow, and selection: Sardinia population history and complex trait variation | CGSI 2022