Combining machine learning and nanopore construction creates an artificial intelligence nanopore for coronavirus detection

Combining machine learning and nanopore construction creates an artificial intelligence nanopore for coronavirus detection

Rapid, accurate and specific point-of-care diagnostics can help manage and contain fast-spreading infections. Here, the authors present a nanopore-based system that uses artificial intelligence to discriminate between four coronaviruses in saliva, with little need for sample pre-processing.

Bibliographic Details
Main Authors: Masateru Taniguchi, Shohei Minami, Chikako Ono, Rina Hamajima, Ayumi Morimura, Shigeto Hamaguchi, Yukihiro Akeda, Yuta Kanai, Takeshi Kobayashi, Wataru Kamitani, Yutaka Terada, Koichiro Suzuki, Nobuaki Hatori, Yoshiaki Yamagishi, Nobuei Washizu, Hiroyasu Takei, Osamu Sakamoto, Norihiko Naono, Kenji Tatematsu, Takashi Washio, Yoshiharu Matsuura, Kazunori Tomono
Format: Article
Language:English
Published: Nature Portfolio 2021-06-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-021-24001-2

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