DEVICE FOR IMAGE-BASED CELL CLASSIFICATION, METHOD THEREFOR AND USE THEREOF

Patent №

US 11,610,416

Granted

2023-03-21

Filed 2020

Owner

TECHNISCHE UNIVERSITÄT DRESDEN

+1 more

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17018033

A classifying device for classifying cells in real-time, comprising: as alignment unit configured to align a cell to be classified along the cell's major axis; and a classifying unit configured to classify the aligned cell using a multilayer perceptron, MLP; wherein the MLP classifies the aligned cell based on one or more images of the aligned cell. By executing the classifying device, an improved and efficient cell classification in real-time based on cell images can be provided, while labelling of the cells to be classified can be avoided.

Machine learningVisionG01N 15/147B01L 3/502761G01N 21/85G01N 33/487G06F 18/214G06V 10/764G06V 10/82G06V 20/698+3 more

AI classification

Vision1.00
Machine learning1.00
AI hardware0.19
Planning0.10
Evolutionary computation0.00
Natural language0.00
Speech0.00
Knowledge representation0.00

Ownership

TECHNISCHE UNIVERSITÄT DRESDEN

assignment · 539940196

MAX-PLANCK-GESELLSCHAFT ZUR FÖRDERUNG DER WISSENSCHAFTEN E.V.

assignment · 539940295

Assignors

GUCK, JOCHEN

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

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