The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Mar. 25, 2025

Filed:

Jan. 15, 2021
Applicants:

Horiba Abx Sas, Montpellier, FR;

Universite DE Montpellier, Montpellier, FR;

Centre National DE LA Recherche Scientifique (Cnrs), Paris, FR;

Inventors:

Pierre Taraconat, Montpellier, FR;

Damien Isebe, Montpellier, FR;

Simon Mendez, Montpellier, FR;

Franck Nicoud, Montpellier, FR;

Assignees:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01N 15/12 (2024.01); G01N 15/01 (2024.01); G01N 33/487 (2006.01);
U.S. Cl.
CPC ...
G01N 15/12 (2013.01); G01N 33/48728 (2013.01); G01N 2015/012 (2024.01);
Abstract

A medical analysis device with cellular impedance signal processing features a memory arranged to receive pulse data sets, with each pulse data set including impedance value data that are associated each time with a time marker. The pulse data sets together represent a curve of cellular impedance values that are measured as a cell passes through a polarised opening. The device further includes a classifier in communication with the memory. The classifier may feature a convolutional neural network that receives the pulse data sets as input. The classifier is provided with at least one convolutional layer, which convolutional layer has a depth greater than or equal to 3, and at least two fully connected layers, in addition to an output layer rendering a cell classification from which a pulse data set is derived.


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