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HistoTME: an AI tool for prediction of the tumor microenvironment molecular composition from histopathology images

HistoTME is an AI software that predicts the tumor microenvironment’s molecular makeup from standard pathology images, helping identify lung cancer patients likely to benefit from immunotherapy without needing costly molecular tests. Background: The tumor microenvironment (TME) plays a crucial role in the progression and treatment response...
Published: 2/3/2026   |   Inventor(s): Tamara Jamaspishvili, Sushant Patkar, Alex Chen, Stephanie Harmon, Ismail Turkbey
Keywords(s): artificial intelligence, cancer, computational biology, digital image processing, disease diagnosis, Technologies
Category(s): Technology Classifications > Computer Software, Campus > Upstate Medical University, Technology Classifications > Medical Imaging

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: 1/30/2026   |   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

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