Francesco Paolo Casale (Preferred)
Francesco Paolo Casale
Researcher, Technische Universität München
Principal Researcher, Computational Health Center, Helmholtz Zentrum München
- Joined September 2018
Names
Emails
****@gmail.com (Confirmed)
, ****@helmholtz-munich.de (Confirmed)
Personal Links
Career & Education History
Researcher
Technische Universität München (tum.de)
2022 – 2027
Principal Researcher
Computational Health Center, Helmholtz Zentrum München (helmholtz-munich.de)
2022 – 2027
Principal Researcher
insitro Inc (insitro.com)
2019 – 2021
Postdoc
Microsoft Research New England, Microsoft (microsoft.com)
2017 – 2019
PhD student
University of Cambridge (cam.ac.uk)
2012 – 2016
PhD student
EMBL's European Bioinformatics Institute (ebi.ac.uk)
2012 – 2016
Advisors, Relations & Conflicts
Expertise
clinical foundation models, self-supervised learning, tabular biomedical data
2022 – 2025
DNA language models, protein language models, transformer architectures
2022 – 2025
applied AI/ML, multi-modal genomics, AI for health
2019 – 2025
causal inference, Mendelian randomization, genetic epidemiology
2019 – 2025
spatial omics, spatial transcriptomics, computational pathology
2019 – 2025
Representation learning, genomics, multi-modal biomedical data
2017 – 2025
generative models, variational autoencoders, neural networks
2017 – 2025
Bayesian hierarchical models, black-box variational inference, amortized inference
2017 – 2025
statistical genetics, rare variant association, GWAS
2012 – 2025
scRNA-seq, eQTL mapping, gene expression modeling
2012 – 2025