Nature Communications (Jun 2021)
Combining machine learning and nanopore construction creates an artificial intelligence nanopore for coronavirus detection
- 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
Affiliations
- Masateru Taniguchi
- The Institute of Scientific and Industrial Research, Osaka University
- Shohei Minami
- Research Institute for Microbial Diseases, Osaka University
- Chikako Ono
- Research Institute for Microbial Diseases, Osaka University
- Rina Hamajima
- Research Institute for Microbial Diseases, Osaka University
- Ayumi Morimura
- Graduate School of Medicine, Osaka University
- Shigeto Hamaguchi
- Graduate School of Medicine, Osaka University
- Yukihiro Akeda
- Research Institute for Microbial Diseases, Osaka University
- Yuta Kanai
- Research Institute for Microbial Diseases, Osaka University
- Takeshi Kobayashi
- Research Institute for Microbial Diseases, Osaka University
- Wataru Kamitani
- Graduate School of Medicine, Gunma University
- Yutaka Terada
- Center for Vaccine Research, University of Pittsburgh
- Koichiro Suzuki
- The Research Foundation for Microbial Diseases of Osaka University
- Nobuaki Hatori
- The Research Foundation for Microbial Diseases of Osaka University
- Yoshiaki Yamagishi
- Graduate School of Medicine, Osaka University
- Nobuei Washizu
- ADVANTEST Corporation
- Hiroyasu Takei
- Aipore Inc.
- Osamu Sakamoto
- Aipore Inc.
- Norihiko Naono
- Aipore Inc.
- Kenji Tatematsu
- The Institute of Scientific and Industrial Research, Osaka University
- Takashi Washio
- The Institute of Scientific and Industrial Research, Osaka University
- Yoshiharu Matsuura
- Research Institute for Microbial Diseases, Osaka University
- Kazunori Tomono
- Graduate School of Medicine, Osaka University
- DOI
- https://doi.org/10.1038/s41467-021-24001-2
- Journal volume & issue
-
Vol. 12,
no. 1
pp. 1 – 8
Abstract
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.
