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Effective object recognition for automated counting of colonies in Petri dishes (automated colony counting)

Computer Methods and Programs in Biomedicine, 2001
Determination of the number of colonies (colony forming units, CFU) is a standard method in microbiological analysis to ensure the quality of drinking water. Normally this tedious work is still performed manually. A PC-based method for the automated counting of digitized images of Petri dishes is presented.
J, Marotz, C, Lübbert, W, Eisenbeiss
openaire   +2 more sources

Models for microbiological colony counts

Journal of Agricultural, Biological, and Environmental Statistics, 2005
Concentrations of microorganisms can be estimated from colony counts at different dilutions. However, complications can occur because of colony overlap or inhibition of colony growth. We develop a model of inhibition in which colonies fail to develop if spores are close to spores of other inhibitory species.
Morris, D L, Ridout, M S
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Is colony count necessary?

Urology, 1975
Evidence presented herein suggests that: (1) If the Gram stain of the spun urinary sediment is negative, there is no need to do a culture, sensitivity test, and colony count since significant bacteriuria and urinary infection are not present. There are very few false negative results. (2) Since there are many false positive Gram stains, the test is not
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Bacterial colony counting by Convolutional Neural Networks

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015
Counting bacterial colonies on microbiological culture plates is a time-consuming, error-prone, nevertheless fundamental task in microbiology. Computer vision based approaches can increase the efficiency and the reliability of the process, but accurate counting is challenging, due to the high degree of variability of agglomerated colonies.
FERRARI, Alessandro   +2 more
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Ten-Second Urine Culture and Colony Count

Archives of Pediatrics & Adolescent Medicine, 1964
The early diagnosis of urinary tract infection and its rational therapy are dependent upon the qualitative and quantitative urine culture. 1,5 The unreliability of symptoms and the inconstancy of pyuria 5,15 have resulted in the emergence of persistent bacteriuria as the most reliable index of urinary infection.
M F, RANDOLPH, M, GREENFIELD, J, CREASY
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Colony counting on hydrophobic grid-membrane filters

Canadian Journal of Microbiology, 1983
A device to facilitate manual scoring of hydrophobic grid-membrane filters (HGMF) is described. Variations in scores were generally less than 2.5% between 41 analysts from six laboratories, who, using the apparatus, scored a set of five specimen HGMF in different ways, and there was good agreement between scores from positive and negative grid-cell ...
A N, Sharpe   +4 more
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An Automated Bacterial Colony Counting System

2008 IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (sutc 2008), 2008
Bacterial colony enumeration is an essential tool for many widely used biomedical assays. However, bacterial colony enumerating is a low throughput, time consuming and labor intensive process since there might exist hundreds or thousands of colonies on a Petri dish, and the counting process is often manually performed by well-trained technicians.
Chengcui Zhang   +3 more
openaire   +1 more source

Bacterial colony counting using the M.R.C. image analyser

Physics in Medicine & Biology, 1974
The optical considerations in illuminating bacterial colonies grown on agar plates are described. An arrangement which gives a high contrast image with almost total background suppression and good separation of touching and overlapping colonies is shown. Counting methods using television techniques are briefly described. Pathological considerations and
M B, Coyne, A J, Forage, F, Paice
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Semi-automatic prototype system for bacterial colony counting

2016 International Conference on Smart Systems and Technologies (SST), 2016
Bacterial colony forming unit (CFU) counting is a tedious task mostly done by humans. Procedure is error prone, time-consuming and laborious. In this paper we present a semi-automatic prototype system for CFU counting. The developed prototype consist of a hardware (area scan camera with LED light source) and C#-based desktop application.
Matić, Tomislav   +3 more
openaire   +2 more sources

Redefining Urinary Tract Infections by Bacterial Colony Counts

Pediatrics, 2010
OBJECTIVES: To determine the best urinary bacterial concentration to diagnose urine infections. METHODS: We studied a quantitative culture of paired urine samples from children that were promptly tested together after serial dilution ...
Malcolm G, Coulthard   +5 more
openaire   +2 more sources

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