no code implementations • 16 Jan 2020 • Guadalupe Gonzalez, Shunwang Gong, Ivan Laponogov, Kirill Veselkov, Michael Bronstein
Recent research efforts have shown the possibility to discover anticancer drug-like molecules in food from their effect on protein-protein interaction networks, opening a potential pathway to disease-beating diet design.
1 code implementation • 14 Sep 2019 • Fabrizio Frasca, Diego Galeano, Guadalupe Gonzalez, Ivan Laponogov, Kirill Veselkov, Alberto Paccanaro, Michael M. Bronstein
Here, we propose an interpretable model that learns disease self-representations for drug repositioning.
1 code implementation • WS 2018 • Dieter Galea, Ivan Laponogov, Kirill Veselkov
This is likely due to gained information from computed out-of-vocabulary term vectors, as well as the word compositionality of such entities.