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Scialdone Lab's Projects

2dlegi icon 2dlegi

Impact of size and geometry of 2D epithelial tissues on the precision of gradient sensing via nearest-neighbour or long-range intercellular communication

ciara icon ciara

CIARA (Cluster Independent Algorithm for the identification of markers of RAre cell types) is an R package that identifies potential markers of rare cell types looking at genes whose expression is confined in small regions of the expression space

ciara_python icon ciara_python

Implementation of entropy of mixing algorithm in python

comunet icon comunet

COMUNET: a tool to explore and visualize intercellular communication

diffvae icon diffvae

Code for Nature Scientific Reports 2020 paper: "Unsupervised generative and graph neural methods for modelling cell differentiation" by Ioana Bica, Helena Andrés-Terré, Ana Cvejic, Pietro Liò

granpy icon granpy

Graph Auto-Encoders (GAE) for Gene Regulatory Network (GRN) completion using scRNA-Seq datasets

mitohear icon mitohear

MitoHEAR (Mitochondrial HEteroplasmy AnalyzeR) is an R package that allows the estimation as well as downstream statistical analysis of the mtDNA heteroplasmy calculated from single-cell datasets.

reprogramming-cell-fate---ding-yang icon reprogramming-cell-fate---ding-yang

The code and data that used in the intern. The aim of the internship is to find whether the boundaries in blastula cells change after nucleus transfer.

scanpy icon scanpy

Single-cell analysis in Python. Scales to >1M cells.

streamline icon streamline

STREAMLINE (Topological benchmarking of GRN inference from scRNA-Sequencing data)

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