SPLASH: Ultraefficient Statistics-First Analysis of Raw Sequencing Data - Lecture
Explore SPLASH, a revolutionary statistics-first approach for genomic analysis without reference genomes. Discover its efficiency in detecting diverse genetic mechanisms and its potential to transform genomic research and discovery.
Models, Inference and Algorithms - Lightning Talks
Explore cutting-edge research in models, inference, and algorithms through lightning talks by five postdoctoral researchers at the Broad Institute of MIT and Harvard.
MPG Primer: Understanding Single Cell ATAC-Seq Data Analysis (2024)
Explore single-cell ATAC-seq data analysis, covering key concepts, workflow, quality control, and downstream analysis techniques for epigenomic profiling at cellular resolution.
MPG Primer: Ethical Considerations in Genomics Research - 2024
Explore ethical considerations in genomics research, covering key principles and challenges in this rapidly evolving field. Gain insights into responsible practices and decision-making.
Machine Learning in the Optimization and Discovery Loop
Explore machine learning's role in optimization and discovery with Andreas Krause. Gain insights into biomedical applications and foundational ML advances in this joint colloquium series.
MPG Primer: Rare Variant Interpretation - 2024
Explore rare variant interpretation in genetics, covering basic principles, analysis methods, and implications for understanding human diseases and populations.
PheWAS and UKBB in Medical and Population Genetics - 2024 MPG Primer
Explore phenome-wide association studies (PheWAS) and UK Biobank (UKBB) applications in medical and population genetics, focusing on complex trait analysis and large-scale genomic data.
Unsupervised Viral Antibody Escape Prediction for Future-Proof Vaccines - Lecture
Explore unsupervised viral antibody escape prediction for future-proof vaccines. Learn about EVEscape model integrating fitness predictions, structure-based features, and biochemical distances to quantify viral escape potential at scale.
Data Thinning to Avoid Double Dipping in Statistical Analysis - Lecture 1
Explore data thinning techniques to prevent double dipping in statistical analysis, with applications in single-cell RNA sequencing and unsupervised learning problems.
Protein Design with Generative Diffusion Models
Explore generative diffusion models for protein design, covering theoretical foundations and applications in sequence and structure generation for optimized engineering and biological insights.
AI-Driven Drug Design: Optimizing Pharmacokinetics and ADME
Explore AI-driven drug design techniques for optimizing pharmacokinetics and ADME with Novartis Principal Scientist Raquel Rodríguez Pérez at the Broad Institute symposium.
Programmable Generative Protein Design - Machine Learning in Drug Discovery
Explore programmable generative protein design with Gevorg Grigoryan, CTO of Generate Biomedicines, in this symposium talk on machine learning in drug discovery.
Causal Representation Learning Through Multi-Modal Data Integration
Explore causal representation learning techniques for integrating multi-modal data in this workshop by Caroline Uhler from MIT and Broad Institute.
Interpretable Clustering of Single-Cell Transcriptomes - NNFC Workshop
Explore interpretable clustering techniques for single-cell transcriptomes with Jesper Madsen, enhancing understanding of genomic mechanisms and data integration.
Scaling V2F for Metabolic Disease - Part 2
Explore scaling variant-to-function approaches for metabolic disease research with insights from a leading genomics expert at the Broad Institute.
Medical and Population Genetics Primer: All of Us Research Program - Part 1
Explore the basics of medical and population genetics, covering human genetic variation, genotyping, and DNA sequencing methods in this informative primer series.
Inclusive Genomics: Exploring Genetic Variations in Neglected Populations and Sex Chromosomes
Explore genetic variations in neglected populations and sex chromosomes with Marla Mendes' insights on inclusive genomics.
gnomAD v4: Behind the Scenes
Explore the creation, processing, and quality control of gnomAD v4, a comprehensive genomic database, with insights into variant quality and intolerance analysis.
Clinical Variant and Gene Classification - MPG Primer 2023
Explore clinical variant and gene classification with expert Heidi Rehm. Gain insights into complex trait genetics, human genetic variation, and data analysis techniques for medical and population genetics research.
Sequencing Technology Landscape and Current Offerings Overview - Broad Clinical Labs
Explore the sequencing technology landscape and current offerings in clinical labs, focusing on advancements and applications in medical and population genetics.
Interpretable Machine Learning for Model Oversight and Insight
Explore interpretable machine learning techniques for model oversight and gaining valuable insights with Finale Doshi-Velez in this colloquium on AI applications in biomedicine.