Search Results - microbial+pathogenesis

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Method to Classify Microbes in the Context of Probe Cross Hybridization Using Machine Learning Spectral Unmixing
This technology uses machine learning to accurately classify closely related microbes that have high homology in their 16S ribosomal RNA sequences. Background: Microbes have high sequence homology in their 16S ribosomal RNA when they are closely related – for instance, when they are members of the same strain or species. In addition, many...
Published: 6/22/2026   |   Updated: 6/21/2026   |   Inventor(s): Alex Valm
Keywords(s): artificial intelligence, fluorescence, machine learning-based image analysis, microbial biotechnology, microbial pathogenesis, Technologies
Category(s): Campus > University at Albany, Technology Classifications > Bioinformatics
Algorithm for Identifying Images of Fluorescently-Labeled Cells
Improves the ability to distinguish multiple fluorophores with overlapping emission spectra in biological images of labeled cells by a factor of two or more. Background: Cells (including normal and tumor cells), tissues, microbial communities, and other biological systems generally consist of multiple interacting components, especially proteins...
Published: 6/11/2026   |   Updated: 5/13/2025   |   Inventor(s): Alex Valm, Yunlong Feng
Keywords(s): bacterial cells, bacterial infection, bioengineering, biofilm control, bioinformatics, biomarker diagnostics, biomarkers, cancer, cell biology, computational biology, dental, diagnostics, digital image processing, fluorescence, fluorescence spectroscopy, gene expression analysis, image analysis, image processing, machine learning, medical imaging, microbial pathogenesis, personalized medicine, RNA, saliva, scanning microscopy, Technologies
Category(s): Campus > University at Albany, Technology Classifications > Biological Materials, Technology Classifications > Biomedical Science and Engineering, Technology Classifications > Healthcare, Technology Classifications > Medical Imaging, Technology Classifications > Research Tools and Reagents, Technology Classifications > Therapeutics and Vaccines