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Journals
Advancements of Microbiology
Volume 62 (2023): Issue 2 (June 2023)
Open Access
Utility of Machine Learning Technology in Microbial Identification: A Critical Review
Alok Bharadwaj
Alok Bharadwaj
,
Mansi Gupta
Mansi Gupta
and
Akanksha Shakya
Akanksha Shakya
| Jun 26, 2023
Advancements of Microbiology
Volume 62 (2023): Issue 2 (June 2023)
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Published Online:
Jun 26, 2023
Page range:
65 - 74
Received:
Oct 01, 2022
Accepted:
Feb 01, 2023
DOI:
https://doi.org/10.2478/am-2023-0006
Keywords
Identification and classification
,
machine learning
,
microbial community
© 2023 Alok Bharadwaj et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Fig. 1.
The relationship among Artificial Intelligence, Machine Learning and Deep Learning
Fig. 2.
Various stages of Machine Learning employed in Microbiology
Fig. 3.
Outline of present study
Web links of Microbiome – Disease Association
Studies
Availability of data and materials
Zhou et al.
https://www.nature.com/articles/
ncomms5212#supplementary.information
KATZHMDA
http://dwz.cn/4oX5mS
BMCMDA
https://github.com/JustinShi2016/ISBRA2017