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1. (WO2017201540) MACHINE LEARNING CLASSIFICATION OF PARTICLES OR SUBSTANCES IN DIGITAL MICROSCOPY IMAGES

Pub. No.:    WO/2017/201540    International Application No.:    PCT/US2017/033876
Publication Date: Fri Nov 24 00:59:59 CET 2017 International Filing Date: Tue May 23 01:59:59 CEST 2017
IPC: G01N 15/06
G01N 15/14
G01N 33/00
G01N 33/569
G06F 15/18
G06K 9/62
Applicants: TECHCYTE, INC.
Inventors: CAHOON, Benjamin, Pulaski
YARRO, Ralph James
LARSON, Benjamin Scott
SMITH, Richard Boyd
ZIMMERMAN, S. Russell
ANDERSON, Hyrum
CRAM, Paul
Title: MACHINE LEARNING CLASSIFICATION OF PARTICLES OR SUBSTANCES IN DIGITAL MICROSCOPY IMAGES
Abstract:
Systems, methods, and devices for obtaining and classifying or detecting samples using digital imaging, such as digital microscopy, are disclosed. In an implementation, systems, methods, and devices for digital microscopy may include receiving a digital image of a sample. The implementation may include processing the digital image using a machine learning prediction model to classify or detect one or more particulates of the sample. The implementation may include storing the digital image with an indication of a classification for the one or more particulates.