Francesco Paolo Casale

Researcher, Technische Universität München
Principal Researcher, Computational Health Center, Helmholtz Zentrum München
Joined
September 2018

Names

Francesco Paolo Casale (Preferred)

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

No relations added

Expertise

clinical foundation models
, 
self-supervised learning
, 
tabular biomedical data
2022 – 2027
DNA language models
, 
protein language models
, 
transformer architectures
2022 – 2027
applied AI/ML
, 
multi-modal genomics
, 
AI for health
2019 – 2027
causal inference
, 
Mendelian randomization
, 
genetic epidemiology
2019 – 2027
spatial omics
, 
spatial transcriptomics
, 
computational pathology
2019 – 2027
Representation learning
, 
genomics
, 
multi-modal biomedical data
2017 – 2027
generative models
, 
variational autoencoders
, 
neural networks
2017 – 2027
Bayesian hierarchical models
, 
black-box variational inference
, 
amortized inference
2017 – 2027
statistical genetics
, 
rare variant association
, 
GWAS
2012 – 2027
scRNA-seq
, 
eQTL mapping
, 
gene expression modeling
2012 – 2027

Publications

Co-Authors

View all 32 co-authors