Robotics & Machine Learning Daily News2024,Issue(Oct.7) :245-245.

Building a literature knowledge base towards transparent biomedical AI

Robotics & Machine Learning Daily News2024,Issue(Oct.7) :245-245.

Building a literature knowledge base towards transparent biomedical AI

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Abstract

According to news reporting based on a preprint abstract, our journalists obtained the following quote sourced from bi orxiv.org: "Knowledge graphs have recently emerged as a powerful data structure to organize biomedical knowledge with explicit representation of nodes and edges. The knowl edge representation is in a machine-learning ready format and supports explainab le AI models. "However, PubMed, the largest and richest biomedical knowledge repository, exist s as free text, limiting its utility for advanced machine learning tasks. "To address the limitation, we present LiteralGraph, a computational framework t hat rigorously extracts biomedical terms and relationships from PubMed literatur e.

Key words

Bioinformatics/Biotechnology/Biotechno logy -Bioinformatics/Cyborgs/Emerging Technologies/Information Technology/M achine Learning

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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