Biological data annotation via a human-augmenting AI-based labeling system

Abstract Biology has become a prime area for the deployment of deep learning and artificial intelligence (AI), enabled largely by the massive data sets that the field can generate. Key to most AI tasks is the availability of a sufficiently large, labeled data set with which to train AI models. In th...

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Bibliographic Details
Main Authors: Douwe van der Wal, Iny Jhun, Israa Laklouk, Jeff Nirschl, Lara Richer, Rebecca Rojansky, Talent Theparee, Joshua Wheeler, Jörg Sander, Felix Feng, Osama Mohamad, Silvio Savarese, Richard Socher, Andre Esteva
Format: Article
Language:English
Published: Nature Publishing Group 2021-10-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-021-00520-6