When Precision Medicine Meets the Real World at Scale
Explore the intersection of precision medicine and real-world applications at scale, featuring insights from Tempus' Chief Scientific Officer on advancing healthcare through data-driven approaches.
Fluid-Based Biomarkers for Ovarian and Prostate Cancer - Winter 2021
Explore fluid-based biomarkers for ovarian and prostate cancer with Prof. Kislinger. Learn about shotgun proteomics, sample types, and cutting-edge research in cancer detection.
Identifying Microbiome Markers of Progression of Alzheimer's Disease - Fall 2020
Explore microbiome markers in Alzheimer's progression, focusing on genome analysis, sequencing techniques, and the microbiome's role in neuroinflammatory events and disease onset.
What's in Your Sweat: Health and Disease Insights - Stanford Radiology PHIND Seminar 2020
Explore sweat analysis for health monitoring, focusing on metabolite detection, chronic kidney disease applications, and the potential for non-invasive diagnostics in precision medicine.
Integrating Pathology Images and Genomics Data for Cancer Grading
Innovative AI methods for integrating pathology images and genomics data to enhance cancer grading accuracy, addressing modality challenges and improving performance when genomics data is missing.
MIT Computational Biology - Genomes, Networks, Evolution, Health - Fall 2018
Comprehensive exploration of computational biology, covering genomics, networks, evolution, and health applications through advanced algorithms, data analysis, and cutting-edge research topics.
MIT CompBio Course Projects Fall 2019
Explore cutting-edge computational biology projects at MIT, covering topics like epigenetics, protein structures, gene expression, machine learning in cancer research, and more.
MIT Deep Learning in Life Sciences Spring 2020
Explore deep learning applications in genomics, from neural networks to single-cell analysis. Gain insights into regulatory genomics, epigenomics, and genetics through advanced computational techniques.
Biomedical Informatics Strategies to Enhance Individualized Predictive Models
Explore strategies for enhancing individualized predictive models in biomedical informatics, focusing on cutting-edge approaches and their potential impact on personalized healthcare.
High Throughput Sequencing
Comprehensive playlist covering high-throughput sequencing analysis, including RNA-seq, ChIP-Seq, PCA, clustering, and statistical methods for bioinformatics and genomics research.
Introduction to Genomics
Comprehensive exploration of genomics, covering DNA sequencing, genome assembly, gene editing, epigenomics, RNA-seq, chromatin organization, interaction networks, and genetic variation analysis.
Computational Genomics
Explore computational genomics, covering DNA sequencing technologies, genome assembly, BLAST algorithms, antibiotic resistance, and advanced k-mer analysis techniques.
Detailed Balanced Chemical Reaction Networks as Generalized Boltzmann Machines
Explore the intersection of chemical reaction networks and machine learning, focusing on detailed balanced systems and their relation to generalized Boltzmann machines.
The Laws of Life, Time and Chance
Explore the intersection of physics and biology, uncovering mathematical frameworks for understanding life, time, and probability. Discover how chance governs cellular behavior and impacts complex biological phenomena.
Meet Your Inner Microbial Zoo - Understanding the Human Microbiome
Explore the human microbiome's impact on health, development, and immunity. Learn about metagenomics, predictive modeling, and future clinical applications in this fascinating lecture on our inner microbial ecosystem.
The Principles of Collective Behavior
Explore the fascinating world of collective animal behavior, from insect swarms to human crowds. Discover how individual actions create complex group dynamics and problem-solving abilities in nature.
Computation in Natural Systems - Mesoscopic Theories and Information Processing
Explore computation in natural systems, from primate behavior to physics, examining how information processing occurs across scales and the implications for understanding complex systems.
Phylodynamics and Markov Genealogy Processes
Explore phylodynamics and Markov genealogy processes to infer disease transmission from genomic data. Learn about a unified approach using exact likelihood expressions and dynamic genealogy evolution.
What is Lyfe? Towards a Biology of Context and Complexity
Exploring a multidimensional view of biology beyond genomics, emphasizing history, context, environment, and narrative to reframe our understanding of life and its complexities.
Beyond Prediction: Algorithmic Proof of Guilt or Innocence in Criminal Trials
Explore the use of algorithms in criminal trials for evidence, examining accuracy, fairness, and transparency concerns. Discuss challenges and potential solutions for courts and researchers.
Functional Genomics
Explore genomics, epigenetics, and DNA sequencing methods. Learn about genome editing, transcriptomics, and comparative genomics. Gain hands-on experience through tutorials and laboratory sessions.