582 citations · 1.2k across the 19 of their papers we have counts for
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q-bio.GN2012★ 582 cited
Machine learning prediction of cancer cell sensitivity to drugs based on genomic and chemical properties
Michael P. Menden, Francesco Iorio, Mathew Garnett +4
Predicting the response of a specific cancer to a therapy is a major goal in modern oncology that should ultimately lead to a personalised treatment. High-throughput screenings of…
q-bio.QM2012★ 23 cited
Revisiting the Training of Logic Models of Protein Signaling Networks with a Formal Approach based on Answer Set Programming
Santiago Videla, Carito Guziolowski, Federica Eduati +4
A fundamental question in systems biology is the construction and training to data of mathematical models. Logic formalisms have become very popular to model signaling networks bec…