Design, Construction, and Usage of the Draft Pangenome - CGSI 2023
Explore the design, construction, and application of draft pangenomes in genomics. Learn about structural variations, gene expression impacts, and efficient genotyping techniques using cutting-edge pangenome approaches.
From Mutagenic Processes to Mutational Signatures and Back
Explore mutagenic processes and mutational signatures in cancer genomics. Uncover DNA repair contributions, influence networks, and novel approaches to understanding cancer mutational landscapes.
Generating Realistic Chromosome-Scale Simulations for Population Genomics Studies
Explore realistic chromosome-scale simulations for population genomics using advanced tools and techniques. Learn to generate accurate models for genetic studies and research.
BART: A Transcriptional Regulator Prediction Method for Functional Genomics
Explore BART, a powerful method for predicting transcriptional regulators in functional genomics. Learn its applications, underlying algorithms, and impact on gene regulation research.
SwabSeq: Sequencing-based Detection of Pathogens - CGSI 2023
Explore SwabSeq, a sequencing-based method for detecting pathogens like SARS-CoV-2. Learn about its high-throughput capabilities, lean principles for quality improvement, and applications in COVID-19 testing.
Genotyping Allele-Specific Copy Number Variants Using Pangenomes
Explore allele-specific copy number variant genotyping using pangenomes. Learn advanced techniques for analyzing complex genomic variations in human populations.
Computational Methods for Modeling and Analyzing Epigenomic Data - CGSI 2023
Explore computational methods for modeling and analyzing epigenomic data, focusing on chromatin state discovery, genome annotation, and cross-species conservation in functional genomics.
Inference from Single Cell Lineage Tracing Data Generated via Genome Editing
Explore single-cell lineage tracing via genome editing, covering inference methods, design parameters, and data analysis for understanding cellular phylodynamics and evolution.
Leveraging High-throughput Functional Characterization Data to Dissect and Annotate Human Regulatory Regions
Explore high-throughput functional characterization techniques for dissecting and annotating human regulatory regions, leveraging advanced genomic mapping and integrative epigenomic approaches.
Population Genetics in Large Genealogies
Explore population genetics using large genealogies, focusing on data analysis, relationship inference, and historical insights from Quebec's French Canadian population.
Biobanks from a Pathologist's Viewpoint - CGSI 2023
Explore biobanks from a pathologist's perspective, focusing on genetic disorders, variant classification, and the interplay between monogenic and polygenic factors in disease expression.
Geometric Deep Learning Framework for De Novo Genome Assembly
Explore a novel geometric deep learning framework for de novo genome assembly, enhancing path identification in complex assembly graphs for improved genomic sequence reconstruction.
Binding Affinity Prediction with ML-Based Docking - Lab 2
Explore ML-based docking for binding affinity prediction in drug discovery, featuring insights from experts Stephan Thaler and Cristian Gabellini.
Protein Folding and Design - Day 5
Explore protein folding and design techniques with Alex Tong, delving into advanced machine learning applications for drug discovery and structural biology.
Target Deconvolution Explanation - Lab 4
Explore target deconvolution techniques in drug discovery through hands-on lab exercises led by experts Ali Denton and Kristina Ulicna.
Coarse Grained Biological Systems - Day 2
Explore coarse-grained biological systems in drug discovery with Jacopo Venturin, delving into advanced machine learning applications for pharmaceutical research.
Modeling Population Dynamics - Day 4
Explore population dynamics modeling techniques for drug discovery, focusing on innovative approaches and their applications in pharmaceutical research.
Virtual Screening Techniques for Drug Discovery - Lab 1
Explore virtual screening techniques for drug discovery through hands-on lab exercises guided by industry experts.
Gene Regulatory Network Structure and Perturbation Effects Distribution - Simulation and Analysis
Explore gene regulatory network structure and its impact on perturbation effects. Gain insights into simulating and modeling GRNs for improved understanding of gene expression regulation.
OpenFold: Lessons Learned and Insights from Rebuilding and Retraining AlphaFold2
Explore insights from rebuilding AlphaFold2, including performance analysis, learning mechanisms, and current progress in protein structure prediction.
Direct cDNA Synthesis Using Template Switching RT for Highly Sensitive Gene Expression Analysis
Explore reverse transcriptases, template switching RT, and direct cDNA synthesis from cell lysates for enhanced single-cell analysis and gene expression studies.