Colin Birkenbihl

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 4

Top Topics

Probabilistic Model

Probability Distribution

Biomedical Text

Word Sense Disambiguation

Top Venues

npj Digit. Medicine

Publications

Philipp Wegner, Sebastian Schaaf, Mischa Uebachs, Daniel Domingo-Fernández, Yasamin Salimi, Stephan Gebel, Astghik Sargsyan, Colin Birkenbihl, Stephan Springstubbe, Thomas Klockgether, Juliane Fluck, Martin Hofmann-Apitius, Alpha Tom Kodamullil
Integrative data semantics through a model-enabled data stewardship. Bioinform. 38 (15) (2022)
Philipp Wendland, Colin Birkenbihl, Marc Gomez-Freixa, Meemansa Sood, Maik Kschischo, Holger Fröhlich
Generation of realistic synthetic data using Multimodal Neural Ordinary Differential Equations. npj Digit. Medicine 5 (2022)
Helena Balabin, Charles Tapley Hoyt, Colin Birkenbihl, Benjamin M. Gyori, John A. Bachman, Alpha Tom Kodamullil, Paul G. Plöger, Martin Hofmann-Apitius, Daniel Domingo-Fernández
STonKGs: a sophisticated transformer trained on biomedical text and knowledge graphs. Bioinform. 38 (6) (2022)
Vinay Srinivas Bharadhwaj, Mehdi Ali, Colin Birkenbihl, Sarah Mubeen, Jens Lehmann, Martin Hofmann-Apitius, Charles Tapley Hoyt, Daniel Domingo-Fernández
CLEP: a hybrid data- and knowledge-driven framework for generating patient representations. Bioinform. 37 (19) (2021)