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Novel Multi-Omics Aging Clock
A multi-omics clock analyzes multiple layers of omics data with machine learning to predict remaining lifespan of mammals, particularly for animal model studies. Large omics data sets may be used from combinations of genomics, proteomics, lipids, etc. available from blood or other simple sample collection. This tool can robustly capture changes...
Published: 3/12/2024
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Inventor(s): George Sutphin, Samuel Freitas, Megha Padi, Chen Chen
Keywords(s):
Category(s): Technology Classifications > Life Sciences > Biomarkers, Technology Classifications > Research Tools > Animal Models, Technology Classifications > Research Tools > Screening assays, Technology Classifications > Research Tools > Simulators and Modeling Tools
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Method for 3D Nonlinear Structured Illumination Super-resolution Imaging
Researchers at the University of Arizona have developed a super-resolution microscopy method that is faster, easier to use, and has less artifacts than current super-resolution methods. The result is a 3D dual-color stimulated emission depletion (STED) nonlinear structured illumination (NL-SIM) microscope. Using a combination of low coherent light and...
Published: 4/3/2023
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Inventor(s): Leilei Peng, Yu Li, Han Zhang
Keywords(s):
Category(s): Technology Classifications > Imaging & Optics, Technology Classifications > Imaging & Optics > Medical Imaging, Technology Classifications > Imaging & Optics > Microscopy, Spectroscopy, Polarimetry
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Interactive Deep Learning for ECG Monitoring
This invention is a deep learning algorithm system that can incorporate human-interpretable explanations in its training process for the analysis of ECG signals. This method takes into account classification loss, the influence of unimportant features to model prediction, the influence of important features to model prediction, and user feedback. This...
Published: 3/12/2024
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Inventor(s): Chicheng Zhang, Dharma KC, Christopher Gniady, Parth Agarwal
Keywords(s):
Category(s): Technology Classifications > Healthcare Portfolios > Heart and Vascular, Technology Classifications > Life Sciences > Diagnostics, Technology Classifications > Software & Information Technology > Health IT
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