no code implementations • 20 May 2021 • Thosini Bamunu Mudiyanselage, Nipuna Senanayake, Chunyan Ji, Yi Pan, Yanqing Zhang
The novel corona virus (Covid-19) has introduced significant challenges due to its rapid spreading nature through respiratory transmission.
no code implementations • 24 Sep 2020 • Xueli Xiao, Chunyan Ji, Thosini Bamunu Mudiyanselage, Yi Pan
Deep learning has gained great success in various classification tasks.
no code implementations • 15 Sep 2020 • Thosini Bamunu Mudiyanselage, Xiujuan Lei, Nipuna Senanayake, Yanqing Zhang, Yi Pan
In this paper, we propose a novel graph convolution network framework to learn features from a graph built with multi-source similarity information to predict circRNA-disease associations.