4 citations · 10 across the 3 of their papers we have counts for
3 papers
Covid-19 Detection from Chest X-ray and Patient Metadata using Graph Convolutional Neural Networks
Thosini Bamunu Mudiyanselage, Nipuna Senanayake, Chunyan Ji +2
The novel corona virus (Covid-19) has introduced significant challenges due to its rapid spreading nature through respiratory transmission. As a result, there is a huge demand for…
PK-GCN: Prior Knowledge Assisted Image Classification using Graph Convolution Networks
Xueli Xiao, Chunyan Ji, Thosini Bamunu Mudiyanselage +1
Deep learning has gained great success in various classification tasks. Typically, deep learning models learn underlying features directly from data, and no underlying relationship…
Graph Convolution Networks Using Message Passing and Multi-Source Similarity Features for Predicting circRNA-Disease Association
Thosini Bamunu Mudiyanselage, Xiujuan Lei, Nipuna Senanayake +2
Graphs can be used to effectively represent complex data structures. Learning these irregular data in graphs is challenging and still suffers from shallow learning. Applying deep l…