
PubReading [124] - A biomedical open knowledge network harnesses the power of AI to understand deep human biology - S. Baranzini, S. Huang et al
About this episode
Knowledge representation and reasoning (KR&R) has been successfully imple- mented in many fields to enable computers to solve complex problems with AI methods. However, its application to biomedicine has been lagging in part due to the daunting complexity of molecular and cellular pathways that govern human physiology and pathology. In this article, we describe concrete uses of Scalable PrecisiOn Medicine Knowledge Engine (SPOKE), an open knowledge network that connects curated information from thirty-seven specialized and human- curated databases into a single property graph, with 3 million nodes and 15 mil- lion edges to date. Applications discussed in this article include drug discovery, COVID-19 research and chronic disease diagnosis, and management. - DOI: 10.1002/aaai.12037 - 2021
Get every episode summarized
Each time PubReading publishes, we email you a written briefing from the transcript — the topics, who appeared, and any specific claims, with the ad reads skipped.
Email me new episodesFree for 3 shows. No card needed.
Hosts & guests
No transcript yet
This episode has not been transcribed. Request it and it moves to the front of the queue.
More episodes
More from PubReading

PubReading [346] - Transparency Is the Key to Quality - A. Fosang & R. Colbran
PubReading

PubReading [343] - The changing career trajectories of new parents in STEM - E....
PubReading

PubReading [341] - Carbon Nanomaterials (CNMs) in Cancer Therapy- A Database of...
PubReading

PubReading [340] - The application of human tissue for drug discovery and develo...
PubReading