Imaging Blood Cells

Patent №

US 9,690,976

Granted

2017-06-27

Filed 2015

Owner

ROCHE DIAGNOSTICS HEMATOLOGY, INC.

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14775381

This document describes methods, systems and computer program products directed to imaging blood cells. The subject matter described in this document can be embodied in a method of classifying white blood cells (WBCs) in a biological sample on a substrate. The method includes acquiring, by an image acquisition device, a plurality of images of a first location on the substrate, and classifying, by a processor, objects in the plurality of images into WBC classification groups. The method also includes identifying, by a processor, objects from at least some classification groups, as unclassified objects, and displaying, on a user interface, the unclassified objects and at least some of the classified objects.

Machine learningVisionKnowledge representationPlanningAI hardwareG02B 21/367G01N 15/1433G06F 18/24155G06T 7/0012G06T 7/11G06T 7/136G06V 20/693G06V 20/695+8 more

AI classification

Vision1.00
Machine learning0.96
Knowledge representation0.79
AI hardware0.78
Planning0.66
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

ROCHE DIAGNOSTICS HEMATOLOGY, INC.

assignment · 363630332

Assignors

ZAHNISER, MICHAEL, WONG, KAM LIN, ZAHNISER, DAVID, HOHLFELD, ROBERT

On an employer assignment, the assignors are typically the inventors.

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