200 citations · 485 across the 11 of their papers we have counts for
3 papers · 1 filter
SANTA: quantifying the functional content of molecular networks
Alex J. Cornish, Florian Markowetz
Linking networks of molecular interactions to cellular functions and phenotypes is a key goal in systems biology. Here, we adapt concepts of spatial statistics to assess the functi…
Estimating cellular pathways from an ensemble of heterogeneous data sources
Alexander Franks, Florian Markowetz, Edoardo Airoldi
Building better models of cellular pathways is one of the major challenges of systems biology and functional genomics. There is a need for methods to build on established expert kn…
Reconstructing evolving signalling networks by hidden Markov nested effects models
Xin Wang, Ke Yuan, Christoph Hellmayr +2
Inferring time-varying networks is important to understand the development and evolution of interactions over time. However, the vast majority of currently used models assume direc…