NDLI: Using structural and color features of streptomyces clavuligerus bacteria in approximating of production level of clavulanic acid

Content Provider	IEEE Xplore Digital Library
Author	Fesharaki, N.J. Pourghassem, H. Nurmohamadi, M.
Copyright Year	2011
Description	Author affiliation: Department of Electrical Engineering, Najafabad Branch, Islamic Azad University, Isfahan, Iran (Fesharaki, N.J.; Pourghassem, H.; Nurmohamadi, M.)
Abstract	Nowadays the Production level of Clavulanic Acid from Streptomyces Clavuligerus, as one of the most significant antibiotic compositions, is of specific importance. In this paper Instead of a tentative evaluation of production level, we present an automatic algorithm through the use of the extracted features of bacterial growth in different mediums including carbonic resources such as glycerol, malt, starch, and wheat flour. In this algorithm, by defining special structural and color features such as the number of new branches, hyphal thickness and color receptiveness, bacterial compactness, and also the PH rate of the medium according to microbiologists' discoveries and observations, the estimated value of clavulanic acid is calculated and compared with that of an experienced observation and is evaluated thereafter. In the proposed structure, we utilize a classifier, or in other words an estimator, based on the Perceptron Neural Network, and finally we clarify the efficiency of the proposed algorithm for specialists' utiliz ation.
Starting Page	109
Ending Page	113
File Size	1860137
Page Count	5
File Format	PDF
ISBN	9781612844855
e-ISBN	9781612844862
DOI	10.1109/ICCSN.2011.6013664
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-05-27
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Microorganisms Image color analysis clavulanic acid structural and color features production approximation Lead hyphae Physiology Nitrogen Biomedical imaging
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

And clavulanic acid production in streptomyces clavuligerus, is dependent on bldg (2004).

Streptomyces Clavuligerus Constraint-Based Modeling and Gene Expression Analysis for Clavulanic Acid Production

Improvement for the production of clavulanic acid by mutant Streptomyces clavuligerus.

The physiology of clavulanic acid production by Streptomyces clavuligerus

Phenomenological model of the clavulanic acid production process utilizing Streptomyces clavuligerus

Screening of medium constituents for clavulanic acid production by Streptomyces clavuligerus

A Genome-Scale Insight into the Effect of Shear Stress During the Fed-Batch Production of Clavulanic Acid by Streptomyces Clavuligerus

Manipulation of the physiology of clavulanic acid production in Streptomyces clavuligerus.

Protoplast formation and regeneration from Streptomyces clavuligerus NRRL 3585 and clavulanic acid production

Using structural and color features of streptomyces clavuligerus bacteria in approximating of production level of clavulanic acid

Similar Documents

And clavulanic acid production in streptomyces clavuligerus, is dependent on bldg (2004).

Streptomyces Clavuligerus Constraint-Based Modeling and Gene Expression Analysis for Clavulanic Acid Production

Improvement for the production of clavulanic acid by mutant Streptomyces clavuligerus.

The physiology of clavulanic acid production by Streptomyces clavuligerus

Phenomenological model of the clavulanic acid production process utilizing Streptomyces clavuligerus

Screening of medium constituents for clavulanic acid production by Streptomyces clavuligerus

A Genome-Scale Insight into the Effect of Shear Stress During the Fed-Batch Production of Clavulanic Acid by Streptomyces Clavuligerus

Manipulation of the physiology of clavulanic acid production in Streptomyces clavuligerus.

Protoplast formation and regeneration from Streptomyces clavuligerus NRRL 3585 and clavulanic acid production

Using structural and color features of streptomyces clavuligerus bacteria in approximating of production level of clavulanic acid