Can AI Turbocharge Your Healthcare Software? Part 1 of 3

Can AI Turbocharge Your Healthcare Software? Part 1 of 3 How can artificial intelligence (AI) turbocharge your healthcare software? The key is “graph data.” In this three-part series, Tom Blue, Ryan Wright, and Tim Oates explore the evolution of healthcare as it relates to AI-powered technology and graph data. The Truth Has Been Right In…

Graph Node Embeddings using Domain-Aware Biased Random Walks

Sourav Mukherjee, PhD; Tim Oates, PhD; Ryan Wright The recent proliferation of publicly available graph-structured data has sparked an interest in machine learning algorithms for graph data. Since most traditional machine learning algorithms assume data to be tabular, embedding algorithms for mapping graph data to real-valued vector spaces has become an active area of research.…

A Picture is Worth a Thousand Lines in a Table

We’ve all heard “a picture is worth a thousand words”. But is it really? Upon reflection, this truism fails outside of, say, advertising, some works of fine art, and now, perhaps, in the area of computing. When it comes to representing the kind of data we encounter most in life, a picture is worth quite…