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Search Results - marina guvakova

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Automated Quantification for Fast and Accurate Analysis of Biopsy Samples
Computer Aided Immunohistochemistry (COMPAI) for Rapid Analysis of Diagnostic Biopsy. Problem: Immunohistochemical (IHC) analysis is a slow process that involves manual segmentation and scoring of multiple images. Multiplied across thousands of images per study, this process is often the bottleneck for achieving faster biomarker research and diagnosis....
Published: 2/3/2020   |   Inventor(s): Marina Guvakova
Keywords(s):  
Category(s): Digital Health
Method for improved assessment of biomarkers intended for use in healthcare
A probabilistic method to calculate, with improved precision, multiple cutoffs for a continuous biomarker and to classify individual patients into cohorts based on natural variability of a biomarker. Problem: Biomarkers are a powerful tool for identification of a variety of health conditions and diseases as well as monitoring responses to therapies....
Published: 8/12/2019   |   Inventor(s): Marina Guvakova
Keywords(s):  
Category(s): Diagnostics, Software & Data & Algorithms & Apps