Label-Free Identification of Exosomes using Raman Spectroscopy and Machine Learning.
Sign Up to like & getrecommendations! Published in 2023 at "Small"
DOI: 10.1002/smll.202205519
Abstract: Exosomes, nano-sized extracellular vesicles (EVs) secreted from cells, carry various cargo molecules reflecting their cells of origin. As EV content, structure, and size are highly heterogeneous, their classification via cargo molecules by determining their origin… read more here.
Keywords: label free; spectroscopy; free identification; machine learning ... See more keywords
Label-Free Identification of Carbonaceous Particles Using Nonlinear Optical Microscopy.
Sign Up to like & getrecommendations! Published in 2023 at "Analytical chemistry"
DOI: 10.1021/acs.analchem.3c01001
Abstract: The adverse health effects of ambient carbonaceous particles (CPs) such as carbon black (CB), black carbon (BC), and brown carbon (BrC) are becoming more evident and depend on their composition and emission source. Therefore, identifying… read more here.
Keywords: label free; nonlinear optical; free identification; identification ... See more keywords
Seeker: alignment-free identification of bacteriophage genomes by deep learning.
Sign Up to like & getrecommendations! Published in 2020 at "Nucleic acids research"
DOI: 10.1093/nar/gkaa856
Abstract: Recent advances in metagenomic sequencing have enabled discovery of diverse, distinct microbes and viruses. Bacteriophages, the most abundant biological entity on Earth, evolve rapidly, and therefore, detection of unknown bacteriophages in sequence datasets is a… read more here.
Keywords: free identification; deep learning; seeker; bacteriophage ... See more keywords