MapBatch: Conservative Batch Normalization for scRNAseq Enables Discovery of Rare Cell Populations You will learn about: – Autoencoders for batch normalization – Benchmark of MapBatch with other tools – Case study of successful identification of rare cell… Read more
MapResponse: Machine Learning Perspective for Biomarker Discoveries and Disease Prognostics You will learn about: – Basics of machine learning classification models – Connections of machine learning models to biological data – Case study of successful… Read more
MapCell: Methods to identify cell types automatically including deep learning You will learn about – Basics of metric learning based neural networks – Performance and benchmarking of MapCell – Case study – Applying MapCell approach… Read more
SynEcoSys: Online Demo In this online demo, we will help you understand functions and capabilities of the SynEcoSys database using a series of examples. Read more
SynEcoSys: How to search in SynEcoSys This series of instruction videos will help you to understand how to use various functions of the SynEcoSys database. Read more
SynEcoSys: Data Visualization Part 1 - Gene expression This series of instruction videos will help you to understand how to use various functions of the SynEcoSys database. Read more
SynEcoSys: Data Visualization Part 2 - Cellular composition This series of instruction videos will help you to understand how to use various functions of the SynEcoSys database. Read more
SynEcoSys: Data Visualization Part 3 - Differential expression This series of instruction videos will help you to understand how to use various functions of the SynEcoSys database. Read more
SynEcoSys: Data Visualization Part 4 - Cell interactions This series of instruction videos will help you to understand how to use various functions of the SynEcoSys database. Read more