Efficient training and accuracy improvement of imaging based assay

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12248533
APP PUB NO 20230169151A1
SERIAL NO

18101109

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Abstract

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The present disclosure relates to devices, apparatus and methods of improving the accuracy of image-based assay, that uses imaging system having uncertainties or deviations (imperfection) compared with an ideal imaging system. One aspect of the present invention is to add the monitoring marks on the sample holder, with at least one of their geometric and/optical properties of the monitoring marks under predetermined and known, and taking images of the sample with the monitoring marks, and train a machine learning model using the images with the monitoring mark.

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Patent Owner(s)

  • ESSENLIX CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Chou, Stephen Y Princeton, US 247 5872
Chou, Wu Basking Ridge, US 101 2799
Ding, Wei East Windsor, US 265 1280
Li, Xing Metuchen, US 379 2012
Qi, Ji Hillsborough, US 95 146

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