80 citations · 107 across the 3 of their papers we have counts for
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cs.LG2023★ 5 cited
The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data
Mathieu Chevalley, Jacob Sackett-Sanders, Yusuf Roohani +15
In drug discovery, mapping interactions between genes within cellular systems is a crucial early step. Such maps are not only foundational for understanding the molecular mechanism…
cs.LG2020★ 80 cited
Deep learning prediction of patient response time course from early data via neural-pharmacokinetic/pharmacodynamic modeling
James Lu, Brendan Bender, Jin Y. Jin +1
The longitudinal analysis of patient response time course following doses of therapeutics is currently performed using Pharmacokinetic/Pharmacodynamic (PK/PD) methodologies, which…