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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

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Category(s): Campus > Stony Brook University, Technology Classifications > Computer Software, Technology Classifications > Healthcare IT, Technology Classifications > Information Technology, Technology Classifications > Medical Imaging