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Machine Learning Methods and Software for Quality Control of Digital Pathology Microanatomic Segmentation

 This system is based on dividing the image into patch level texture features which are then the basis of the quality assessment Background: Segmentation of nuclei in whole slide images is a common methodology in pathology image analysis. A variety of anatomical segmentation methods have been developed to detect the location of nuclei and other cellular...
Published: 6/5/2023   |   Inventor(s): Joel Haskin Saltz, Tahsin Kurc, Yi Gao, Wei Zhu, Si Wen, Tianhao Zhao, Sampurna Shrestha
Keywords(s):  
Category(s): Campus > Stony Brook University, Technology Classifications > Computer Software, Technology Classifications > Healthcare IT, Technology Classifications > Information Technology, Technology Classifications > Medical Imaging

Comprehensive Statistical Spectrum Analysis Routine

 System for analyzing data, particularly for detecting patterns that distinguish multiple sets of data Background: In many systems or phenomena, naturally occurring or otherwise, distinctive patterns of data are often buried within the highly complex data sets that are created to characterize such systems or phenomena. Such patterns have been observed,...
Published: 11/22/2023   |   Inventor(s): Wei Zhu, Xuena Wang, John Kovach
Keywords(s):  
Category(s): Campus > Stony Brook University, Technology Classifications > Data, Technology Classifications > Information Technology

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