Mass spectrometry-based proteomics as an emerging tool in clinical laboratories

AG Birhanu - Clinical Proteomics, 2023 - Springer
Mass spectrometry (MS)-based proteomics have been increasingly implemented in various
disciplines of laboratory medicine to identify and quantify biomolecules in a variety of …

Clinical metagenomics—challenges and future prospects

M Batool, J Galloway-Peña - Frontiers in Microbiology, 2023 - frontiersin.org
Infections lacking precise diagnosis are often caused by a rare or uncharacterized
pathogen, a combination of pathogens, or a known pathogen carrying undocumented or …

Recent evolutions of machine learning applications in clinical laboratory medicine

S De Bruyne, MM Speeckaert… - Critical Reviews in …, 2021 - Taylor & Francis
Abstract Machine learning (ML) is gaining increased interest in clinical laboratory medicine,
mainly triggered by the decreased cost of generating and storing data using laboratory …

Transforming disease diagnosis and management: a comprehensive review of AI-driven urine analysis in clinical medicine

VK Shukla, M Sudhi, DK Shetty, S Banthia… - Engineered …, 2023 - espublisher.com
Urinalysis is a significant diagnostic tool for the detection of various diseases. The recent
surge in the applications of artificial intelligence (AI) has revolutionized the medical industry …

Emerging options for the diagnosis of bacterial infections and the characterization of antimicrobial resistance

S Rentschler, L Kaiser, HP Deigner - International Journal of Molecular …, 2021 - mdpi.com
Precise and rapid identification and characterization of pathogens and antimicrobial
resistance patterns are critical for the adequate treatment of infections, which represent an …

[HTML][HTML] Recent studies on advance spectroscopic techniques for the identification of microorganisms: A review

M Ramzan, A Raza, Z un Nisa, SG Musharraf - Arabian Journal of …, 2023 - Elsevier
The continuous development of resistance to antibiotic drugs by microorganisms causes
high mortality and morbidity. Pathogens with distinct features and biochemical abilities make …

Application of machine learning algorithms to screen potential biomarkers under cadmium exposure based on human urine metabolic profiles

T Zeng, Y Liang, Q Dai, J Tian, J Chen, B Lei… - Chinese Chemical …, 2022 - Elsevier
Exposure to environmental cadmium increases the health risk of residents. Early urine
metabolic detection using high-resolution mass spectrometry and machine learning …

Fast detection of E. coli with a novel fluorescent biosensor based on a FRET system between UCNPs and GO@ Fe 3 O 4 in urine specimens

Y Yao, G Xie, X Zhang, J Yuan, Y Hou, H Chen - Analytical Methods, 2021 - pubs.rsc.org
Biosensors based on nanomaterials are becoming a research hotspot for the rapid detection
of pathogenic bacteria. Herein, a “turn-on” fluorescent biosensor based on a FRET system …

A deep-learning based system for rapid genus identification of pathogens under hyperspectral microscopic images

C Tao, J Du, Y Tang, J Wang, K Dong, M Yang, B Hu… - Cells, 2022 - mdpi.com
Infectious diseases have always been a major threat to the survival of humanity.
Additionally, they bring an enormous economic burden to society. The conventional …

Proteomics approaches: A review regarding an importance of proteome analyses in understanding the pathogens and diseases

M Zubair, J Wang, Y Yu, M Faisal, M Qi… - Frontiers in Veterinary …, 2022 - frontiersin.org
Proteomics is playing an increasingly important role in identifying pathogens, emerging and
re-emerging infectious agents, understanding pathogenesis, and diagnosis of diseases …