Coming from a software engineering and computer science background, I’m focused on creating research tools that combine the state of the art in machine learning, statistics and data visualization. My research involved training artificial neural networks to answer questions related to drugs, targets and their interactions. I also worked on creating interactive visualizations that help human neural networks answer similar questions.
Deep learning from multiple experts improves identification of amyloid neuropathologies.
Wong DR, Tang Z, Mew NC, Das S, Athey J, McAleese KE, Kofler JK, Flanagan ME, Borys E, White CL 3rd, Butte AJ, Dugger BN, Keiser MJ. Acta Neuropathol Commun. 2022 Apr 28.
Adding Stochastic Negative Examples into Machine Learning Improves Molecular Bioactivity Prediction.
Caceres EL, Mew NC, Keiser MJ. J Chem Inf Model. 2020 Dec 28.