Soel MichelettiFrom gene co-expression networks to gene regulatory networks: a review of computational approaches…This is our second post in the series about gene regulatory networks.Apr 25, 2023Apr 25, 2023
Soel MichelettiBiological networks and their applications to unveil cancer mechanismsThis is the first in a series of three posts:Apr 25, 2023Apr 25, 2023
Soel MichelettiDimensionality Reduction “behind the scenes”: how do the most popular algorithms work?Let’s start from a sample dataset, containing gene expression on healthy lung tissues for 604 patients.Mar 5, 2023Mar 5, 2023
Soel MichelettiGLUE, an application of (Graph) Variational Autoencoders in Computational BiomedicineMulti-omics integration is a central topic in Computational Biomedicine, offering a unique opportunity to unveil the underlying…Jun 12, 2022Jun 12, 2022
Soel MichelettiMultiple Testing, an overview of different decision rules: from Bonferroni to Benjamini-HochbergHypothesis testing is a very useful tool in statistics. It helps draw conclusions about a population using sample data. Much of the…Nov 21, 20211Nov 21, 20211
Soel MichelettiSHOPPER: a Probabilistic Model of Consumer Choice with Substitutes and ComplementsImagine that you are the manager of a grocery store. Every day you collect valuable data from your customers, for example via fidelity…Jun 6, 2021Jun 6, 2021
