Colin Birkenbihl

Challenges of Integrative Disease Modeling in Alzheimer's Disease

Martin Hofmann-Apitius, Charles Tapley Hoyt, Daniel Domingo-Fernández, 2020, Frontiers in Molecular Biosciences.

CLEP: a hybrid data- and knowledge-driven framework for generating patient representations

Martin Hofmann-Apitius, Jens Lehmann, Charles Tapley Hoyt, 2020, bioRxiv.

ANMerge: A Comprehensive and Accessible Alzheimer's Disease Patient-Level Dataset.

Martin Hofmann-Apitius, Eric Westman, Alejo Nevado-Holgado, 2020, Journal of Alzheimer's disease : JAD.

Integration of Structured Biological Data Sources using Biological Expression Language

Martin Hofmann-Apitius, Charles Tapley Hoyt, Sarah Mubeen, 2019, bioRxiv.

CLEP: a hybrid data- and knowledge-driven framework for generating patient representations

Martin Hofmann-Apitius, Jens Lehmann, Charles Tapley Hoyt, 2021, Bioinform..

Differences in cohort study data affect external validation of artificial intelligence models for predictive diagnostics of dementia - lessons for translation into clinical practice

Mohammad Asif Emon, Martin Hofmann-Apitius, Holger Fröhlich, 2020, EPMA Journal.