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Article

An image analysis-aided method for redundancy reduction in differentiation of identical Actinobacterial strains.

Future microbiology - 1 Mar 2018

Sajedi Hedieh, Mohammadipanah Fatemeh, Shariat Panahi Hamed Kazemi

Abstract excerpt

AIM: To simplify the recognition of Actinobacteria, at different stages of the growth phase, from a mixed culture to facilitate the isolation of novel strains of these bacteria for drug discovery purposes. MATERIALS & METHODS: A method was developed based on Gabor transform, and machine learning using k-Nearest Neighbors and Naive Bayes classifier, Logitboost, Bagging and Random Forest to automatically categorize...

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PMID: 29478332
DOI: 10.2217/fmb-2016-0096

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 6 Sept 2026. Manifest publication-graph-cohort-2026-09-06.1.

Source receipt: pubmed, retrieved 6 Sept 2026.

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