Great to see our paper published @cddpress: „CellDeathPred: a deep learning framework for ferroptosis and apoptosis prediction based on cell painting“. Great collaboration!
@HelmholtzMunich
#cellpainting #deeplearning #ferroptosis

https://www.nature.com/articles/s41420-023-01559-y

"Morphological subprofile analysis for bioactivity annotation of small molecules"
I am very happy to share our latest effort to extract information out of Cell Painting results.
The described approach enables the fast identification of biological activity by defining subprofiles for biological clusters and comparing them to compounds of interest.
Many thanks to all co-authors for their amazing work!

https://authors.elsevier.com/c/1hKLZ8jWWJtXd-

#CellPainting #DataScience

#introduction
Medicinal chemist by training, now mainly #chemistry #datascience / #cheminformatics.
Working at the Compound Management and Screening Center of the Max-Planck Society, located at the MPI of Molecular Physiology in Dortmund, Germany. Living near Hannover.
Analyzing results from the #cellpainting assay.

#linux enthusiast, interested in many programming languages:
#python #rust #julialang #golang #nimlang ...

Other interests: #machinelearning #deeplearning #pandas #polars