PubGraph: A Large-Scale Scientific Knowledge Graph

no code implementations • 4 Feb 2023 • Kian Ahrabian, Xinwei Du, Richard Delwin Myloth, Arun Baalaaji Sankar Ananthan, Jay Pujara

In this paper, we present PubGraph, a new resource for studying scientific progress that takes the form of a large-scale knowledge graph (KG) with more than 385M entities, 13B main edges, and 1. 5B qualifier edges.

Community Detection Knowledge Graph Completion +2

An Explainable Machine Learning Model for Early Detection of Parkinson's Disease using LIME on DaTscan Imagery

no code implementations • 1 Aug 2020 • Pavan Rajkumar Magesh, Richard Delwin Myloth, Rijo Jackson Tom

Keeping model interpretability of paramount importance, especially in the healthcare field, this study utilises LIME explanations to distinguish PD from non-PD, using visual superpixels on the DaTscans.

BIG-bench Machine Learning Specificity +2