Abstract Machine learning is shaping up our lives in many ways. In analytical sciences,
machine learning provides an unprecedented opportunity to extract information from …

In general, most of the substances in nature exist in mixtures, and the noninvasive
identification of mixture composition with high speed and accuracy remains a difficult task …

Rapid and accurate identification of pathogens causing infections is one of the biggest
challenges in medicine. Timely identification of causative agents and their antimicrobial …

Highlights•Raman spectroscopy and chemometrics characterize biological
phenotypes.•Recent spectral processing, fingerprinting, and chemometric methods are …

Urinary tract infections belong to the most common infections in the world. Besides
community-acquired infections, nosocomial infections pose a high risk especially for patients …

Rapid and accurate identification of bacteria is of great importance to public health in
various fields, including medical diagnostics, food safety, and environmental monitoring …

Rapid identification and enumeration of bacteria are critical, given the surge of antibiotic-
resistance, global exchange of food products, and the use of bacteria for bioremediation …

Aims This study aims to assess the potential bacterial inactivation pathway triggered by
argon (Ar) cold atmospheric pressure plasma jet (CAPJ) discharge using spectroscopic and …

The search for the “Holy Grail” in clinical diagnostic microbiology—a reliable, accurate, low-
cost, real-time, easy-to-use method—has brought up several methods with the potential to …

Urinary tract infections (UTI) are among the most frequent nosocomial infections. A fast
identification of the pathogen and assignment of Gram type could help to prescribe most …