Identifying antibiotic-resistant strains via cell sorting and elastic-light-scatter phenoty**

S Narayana Iyengar, B Dowden, K Ragheb… - Applied Microbiology …, 2024 - Springer
The proliferation and dissemination of antimicrobial-resistant bacteria is an increasingly
global challenge and is attributed mainly to the excessive or improper use of antibiotics …

Median variants of learning vector quantization for learning of dissimilarity data

D Nebel, B Hammer, K Frohberg, T Villmann - Neurocomputing, 2015 - Elsevier
Exemplar based techniques such as affinity propagation represent data in terms of typical
exemplars. This has two benefits:(i) the resulting models are directly interpretable by …

Current status and future prospects of using advanced computer-based methods to study bacterial colonial morphology

E Bae, H Kim, B Rajwa, JG Thomas… - Expert Review of Anti …, 2016 - Taylor & Francis
Despite the advancement of recent molecular technologies, culturing is still considered the
gold standard for microbial sample analysis. Here we review three different bacterial colony …

[PDF][PDF] Methods of classification of the genera and species of bacteria using decision tree

A Plichta - Journal of Telecommunications and Information …, 2019 - bibliotekanauki.pl
This paper presents a computer-based method for recognizing digital images of bacterial
cells. It covers automatic recognition of twenty genera and species of bacteria chosen by the …

Integrated multi-channel optical system for bacteria characterization and its potential use for monitoring of environmental bacteria

I Buzalewicz, A Suchwałko, P Trzciński… - Biomedical Optics …, 2019 - opg.optica.org
The potential use of a novel multichannel optical system towards fast and non-destructive
bacteria identification and its application for environmental bacteria characterisation on the …

Bacteria identification in an optical system with optimized diffraction pattern registration condition supported by enhanced statistical analysis

A Suchwałko, I Buzalewicz, H Podbielska - Optics Express, 2014 - opg.optica.org
It is possible to identify bacteria species basing on their diffraction patterns followed by
statistical analysis. The new approach exploits two steps: optimization of the recording …

The label-free optical biosensor for an automated, ultra-sensitive and highly accurate microorganisms identification

I Buzalewicz, A Suchwałko, K Korzekwa - Measurement, 2021 - Elsevier
The microorganisms identification can be achieved by light diffraction phenomenon leading
to the generation of unique optical signatures. This paper is focused on an alternative …

Automatic colony segmentation on agar surface by image processing

V Altuntas, S Altuntas, M Gok - 2018 - nopr.niscpr.res.in
The Medium (Petri dish, media, agar plate, petri culture, agar culture) are environments that
have been formulated for the growth of microorganisms. These structures which are formed …

Cellular Light Scattering for the Identification of Bacteria and Its Application to the Identification of Staphylococcus

DL Haavig, KR Hollen, AE Debruin… - Journal of AOAC …, 2017 - academic.oup.com
Rapid identification of bacteria is critical in clinical and food safety applications. This paper
describes a novel instrument and data analysis method for identifying bacteria based on the …

Semi-automatic prototype system for bacterial colony counting

T Matić, I Vidović, E Silađi… - … Conference on Smart …, 2016 - ieeexplore.ieee.org
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 …