Repurpose Open Data to Discover Therapeutics for COVID-19 using Deep Learning

no code implementations • 21 May 2020 • Xiangxiang Zeng, Xiang Song, Tengfei Ma, Xiaoqin Pan, Yadi Zhou, Yuan Hou, Zheng Zhang, George Karypis, Feixiong Cheng

While this study, by no means recommends specific drugs, it demonstrates a powerful deep learning methodology to prioritize existing drugs for further investigation, which holds the potential of accelerating therapeutic development for COVID-19.

Galaxy morphology prediction using capsule networks

1 code implementation • 22 Sep 2018 • Reza Katebi, Yadi Zhou, Ryan Chornock, Razvan Bunescu

In this work, we studied the performance of Capsule Network, a recently introduced neural network architecture that is rotationally invariant and spatially aware, on the task of galaxy morphology classification.

General Classification Morphology classification