Name: Vitalii Kleshchevnikov
Type: User
Company: Wellcome Sanger Institute
Bio: Causal & mechanistic ML/AI models of cell identity & tissue architecture, w large sc multi-omics & spatial atlases. PhD w Dr Bayraktar, Dr Teichmann, Dr Stegle.
Twitter: vitaliikl
Location: Cambridge, UK
Vitalii Kleshchevnikov's Projects
This package provides tools to analyse CMAP data with the goal of reconstructing the regulatory network of TFs. Part of ongoing research.
For online courses: Peer Assessment 1 for Reproducible Research
Pyro models and misc examples.
Single-cell Hierarchical Poisson Factorization
Deep generative models for single-cell omics data
Template repository for creating novel models with scvi-tools
Notebooks used in scvi-tools tutorials
Tools for systematic search for short linear motifs (SLIMs) using SLIMSuite and protein interaction data in R
SpaceJam is an analysis platform for performing data exploration, gene DE analysis, estimating cell type abundance and prioritising cell communication events using Nanostring GeoMx data. We use probabilistic models tailored to Nanostring WTA data, extend cell2location to multiple samples and reach more detailed biological insights.
Spatial Transcriptomics Capture Location Deconvolution
Identify email addresses or domains names that belong to colleges or universities. Help automate the process of approving or rejecting academic discounts.
Identifying novel functional linear motifs in human protein interaction networks using host-viral interactions and the principle of convergent evolution