CellBox: Interpretable Machine Learning for Perturbation Biology with Application to the Design of Cancer Combination Therapy

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

Dermatologist-level classification of skin cancer with deep neural networks

Andre Esteva, Brett Kuprel, Roberto A. Novoa et al. · Nature · 2017 · 13.8K citations · Full text

Computing, Computer Science, Dermatology +16

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

Martı́n Abadi, Ashish Agarwal, Paul Barham et al. · arXiv (Cornell University) · 2016 · 9.8K citations · Full text

Computing, Computer Engineering, Computer Science +13

The Reactome pathway Knowledgebase

Antonio Fabregat, Konstantinos Sidiropoulos, Phani Garapati et al. · Nucleic Acids Research · 2015 · 6K citations · Full text

Life Sciences, Bioinformatics, Biomedical Informatics +15

The Connectivity Map: Using Gene-Expression Signatures to Connect Small Molecules, Genes, and Disease

Justin Lamb, Emily Crawford, D. D. Peck et al. · Science · 2006 · 5.5K citations

Life Sciences, Bioinformatics, Molecular Biology +16