Germline Variation and CRISPR Screens - MPG Primer 2023
Explore germline variation and CRISPR screens in this comprehensive primer. Gain insights into complex trait genetics, human genetic variation, and cutting-edge DNA sequencing methods.
Neural Optimal Transport for Inferring Single-Cell Responses to Perturbations
Explore neural optimal transport methods for predicting single-cell responses to perturbations, uncovering insights into molecular processes and treatment outcomes at unprecedented resolution.
High-Throughput In Silico Genetic Screen for 3D Genome Organization - Models, Inference and Algorithms
Explore cutting-edge approaches in 3D genome organization research, including in silico genetic screening and graph representation learning for analyzing multiscale chromatin structure.
MPG Primer: Intro to Terra - Hands on with Jupyter Notebooks in Terra - Part 2 of 3
Dive into hands-on Jupyter Notebooks in Terra with experts from the Broad Institute. Gain practical skills in medical and population genetics data analysis through interactive demonstrations and discussions.
Genetics of Inherited Retinal Degenerations
Explore genetic foundations of inherited retinal degenerations, including diagnosis, therapies, and research advancements. Gain insights into clinical applications and emerging treatments for eye disorders.
Clinical Interpretation of Genes and Variants for Disease Causality - MPG Primer 2022
Dive into clinical interpretation of genes and variants for disease causality with expert Heidi Rehm. Explore standardized approaches, open science, and data sharing in genomic medicine and rare disease gene discovery.
Deep Learning-Based Morphological Profiling for Rare Disease Genomic Medicine
Explore deep learning-based morphological profiling for rare disease genomics. Uncover innovative approaches to overcome batch effects and improve out-of-distribution generalization in fluorescent microscopy data analysis.
Biomedical Science and Machine Learning - A Two-Way Street (2023)
Explore the convergence of biomedical science and machine learning, discovering how these fields synergize to address modern biological questions and drive innovations in data analysis.
Learning to Read and Write Protein Evolution
Explore protein language models and their role in understanding evolutionary rules, predicting mutation effects, and guiding artificial evolution for antibody development and novel protein structures.
Are Women's Hearts Different Than Men's Hearts?
Discover the unique aspects of women's cardiovascular health and how it differs from men's, exploring key insights for better understanding and care.
Commercialization Within Academia: Case Studies from a Career in Progress
Explore case studies on commercialization in academia through the lens of a progressing career, offering insights into the intersection of research and business.
Localizing the Lesion: Diagnosis and Management of Cardioembolic Stroke
Dive into the diagnosis and management of cardioembolic stroke, exploring localization techniques and treatment strategies for improved patient outcomes.
Towards Individualized Care in Thoracic Aortic Disease
Dive into individualized care approaches for thoracic aortic disease, exploring advanced strategies and recent developments in patient management.
Applications of Transcatheter Electrosurgery
Explore applications of transcatheter electrosurgery in cardiology, focusing on innovative techniques and their clinical implications.
The Limits of Virus Discovery and How to Overcome Them - Primer on Sequence Bioinformatics
Explore cutting-edge methods for RNA virus discovery, including ultra-high throughput cloud computing and advanced sequence homology algorithms, to uncover millions of novel viruses by 2030.
Active Learning for Absolute Binding Free Energy Calculations in Drug Discovery
Explore innovative active learning techniques for absolute binding free energy calculations, enhancing drug discovery processes and efficiency.
Physics Informed Representation Learning for Therapeutics
Dive into physics-informed representation learning for therapeutics with MIT Assistant Professor Rafael Gomez-Bombarelli, exploring innovative approaches in drug discovery and development.
Applying Machine Learning on Drug Discovery Projects
Dive into practical applications of machine learning in drug discovery projects with insights from Relay Therapeutics' Chief Data Officer, Pat Walters.
Machine Learning in Drug Discovery - Lightning Talks
Explore cutting-edge ML applications in drug discovery through lightning talks on antibody optimization, PROTAC design, small molecule binders, and protein-fragment interactions.
Taking an Engineer's Approach to Understanding Biology
Explore how engineering approaches yield new perspectives on biological systems, enabling innovative measurements and insights into cellular and tissue function.
Decoding the Epigenomic Landscape of Trauma across the Lifespan
Explore the epigenomic landscape of trauma across the lifespan with Dr. Janitza Montalvo-Ortiz. Gain insights into computational approaches for studying genomics and epigenomics of neuropsychiatric disorders, focusing on trauma and substance use.