SUPR
Large-Scale Machine Learning for Single-Cell Data and Cancer
Dnr:

NAISS 2023/5-291

Type:

NAISS Medium Compute

Principal Investigator:

Jens Lagergren

Affiliation:

Kungliga Tekniska högskolan

Start Date:

2023-09-01

End Date:

2024-09-01

Primary Classification:

10203: Bioinformatics (Computational Biology) (applications to be 10610)

Secondary Classification:

10201: Computer Sciences

Allocation

Abstract

In our projects, we collaborate in highly interdisciplinary teams that have the necessary understanding of experimental technologies and ability to formulate pertinent medical questions, and we contribute competence to develop probabilistic models, design machine learning algorithms, and implement them on a wide range of HPC hardware and frameworks. Aside from devising computational methods, we also apply our methods to data generated in collaborative projects as well as collaborate with other cutting-edge single cell groups.