Videos
Roel Ophoff | Genomic Studies of Psychiatric Disorders | CGSI 2017
Jonathan Flint | Genes can “Influence” Personality and Behavior | CGSI 2017
Nelson Freimer | The Depression Grand Challenge | UCLA’s Big Data Initiative for Brain Health | CGSI 2017
Barbara Engelhardt | Joint analysis of gene expression levels and histological images identifies genes associated with tissue morphology | CGSI 2017
Noah Zaitlen | Covariate adjustment in genetics and genomics | CGSI 2017
Fereydoun Hormozdiari | Discovery of genetic variants and modules in neurodevelopmental disorders | CGSI 2017
Kirk Lohmueller | Variation in positive and negative selection across the Tree of Life | CGSI 2017
Sriram Sankararaman | Probabilistic PCA for large-scale genetic data | CGSI 2017
Fabio Vandin | Computational methods for survival analysis in genome-wide cancer studies | CGSI 2017
Jingyi Jessica Li | Neyman-Pearson (NP) classification algorithms and NP Receiver Operating Characteristic (NP-ROC) curves | CGSI 2017
Bogdan Pasaniuc | Genetic correlations to gain insights into relations between traits | CGSI 2017
Sagiv Shifman | Genomics approaches to study neurodevelopmental disorders | CGSI 2017
Francesca Chiaromonte | Statistics for large, complex data and its role in “Omics” research | CGSI 2017
David Koslicki | Using the Earth-mover’s Distance to compare microbial communities | CGSI 2017
Fabio Vandin | Computational discovery of significantly mutated genes and pathways in cancer | CGSI 2017
Jae-Hoon Sul | Large-scale genetic studies of human complex traits | CGSI 2017
Or Zuk | Estimating gene-specific selection parameters from human variation data | CGSI 2017
Ben Raphael | Inferring tumor evolution | CGSI 2017
John Novembre | Computational tools for understanding population structure in genetic variation data | CGSI 2017
Ilan Gronau | Inferring a complex network of interbreeding between modern and archaic humans | CGSI 2017
Jo Hardin | Prediction intervals for random forests with applications to high throughput data | CGSI 2017
David Tse | Maximally correlation and principal component analysis | CGSI 2017
Kin Fai Au | Transcriptome analysis at the gene isoform level using hybrid sequencing | CGSI 2017
Saharon Rosset | Quality preserving databases for statistically sound “big data” analysis on public databases | CGSI 2017
Sagi Snir | A universal PaceMaker as a better explanation of evolution and aging | CGSI 2017
Cenk Sahinalp | HIT’nDRIVE | Patient-Specific Multi-Driver Gene Prioritization for Precision Oncology | CGSI 2017
Alex Zelikovsky | Inference of metabolic pathway activity from metatranscriptomic reads | CGSI 2017
Jason Ernst | Computational approaches for deciphering the non-coding human genome | CGSI 2017
Saharon Rosset | Stochastic process models for mutations, their estimation from data, and their uses | CGSI 2017
Elhanan Borenstein | Multi-omic and model-based analysis of the human microbiome | CGSI 2017
Leonid Kruglyak | Complex Traits and Simple Systems | CGSI 2017
Melissa Gymrek | Analyzing complex repeat variation from high throughput sequencing data | CGSI 2017
Lior Pachter | Differential analysis of count data in genomics | CGSI 2017
Itsik Pe’er | Identity by descent in medical and population genomics | CGSI 2017
Or Zuk | Co-evolution analysis | Methods and applications | CGSI 2017
Brian Browning | Genotype phasing with large sample sizes | CGSI 2017
David Koslicki | The CAMI Project | Assessment of computational techniques in metagenomics | CGSI 2017
David Tse | How to solve NP-hard assembly problems in linear time | CGSI 2017
Ran Blekhman | Human genomic control of the microbiome | CGSI 2017
Daniel Wegmann | Tracing the spread of farming using ancient DNA | Bioinformatic challenges and population genetic insights | CGSI 2017
Can Alkan | Next-generation sequence characterization of complex genome structural variation | CGSI 2017
James Zou | Deep learning in genomics | Introduction and examples | CGSI 2017
William (Xiaoquan) Wen | Bayesian approaches for integrative genetic association analysis | Data integration and scalable computation | CGSI 2017
Alexander Schönhuth | Assembling polyploid genomes | CGSI 2017
Lior Pachter | An introduction to pseudoalignment | CGSI 2017
Dana Pe’er | Imputation in Single Cell RNA-seq Data | CGSI 2017
Jennifer Listgarten | Machine learning for CRISPR gene editing | CGSI 2017
Ilan Gronau | Demography inference | From parameter estimation to model selection | CGSI 2017