AIMC Topic: Proteus mirabilis

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Population heterogeneity revealed in morphometric analysis of densely populated microbial swarm collectives.

mBio Dec 9, 2025
UNLABELLED: Uncovering cell morphology within communities is crucial to understanding how collective groups of organisms can function and adapt to their environments. Key questions remain regarding how cell morphology influences population behaviors ...
Image Processing, Computer-Assisted Proteus mirabilis
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Antibiotic profile classification of Proteus mirabilis using machine learning: An investigation into multidimensional radiomics features.

Computers in biology and medicine Sep 10, 2024
Antimicrobial resistance (AMR) presents a significant threat to global healthcare. Proteus mirabilis causes catheter-associated urinary tract infections (CAUTIs) and exhibits increased antibiotic resistance. Traditional diagnostics still rely on cult...
Humans Machine Learning Anti-Bacterial Agents Radiomics Urinary Tract Infections Proteus mirabilis Proteus Infections
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Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning.

Nature communications Oct 30, 2019
Raman optical spectroscopy promises label-free bacterial detection, identification, and antibiotic susceptibility testing in a single step. However, achieving clinically relevant speeds and accuracies remains challenging due to weak Raman signal from...
Humans Neural Networks, Computer Anti-Bacterial Agents Deep Learning Microbial Sensitivity Tests Single-Cell Analysis Bacteria Logistic Models Spectrum Analysis, Raman Support Vector Machine Escherichia coli Staphylococcus aureus Methicillin-Resistant Staphylococcus aureus Candida Bacterial Infections Principal Component Analysis Pseudomonas aeruginosa Salmonella enterica Klebsiella Enterococcus Streptococcus Bacterial Typing Techniques Proteus mirabilis
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