IP Library Granted Patent US 11,948,294
Granted Patent B2
US 11,948,294 · App. 17/162,070 · Granted Apr 2, 2024

Device and method for supporting bone marrow reading based on image analysis

Inventor: Young Deuk Lee (Seoul, KR)
Assignee: UIMD INC.
G06T7/0012A61B5/417A61B5/7267G16H50/30G06T2207/30004
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Quick Facts
Patent No.
US 11,948,294
App. No.
17/162,070
Granted
Apr 2, 2024
Kind
B2
Abstract

A device for supporting bone marrow reading based on image analysis includes an image acquisition unit for acquiring a bone marrow image of a subject for bone marrow reading by an imaging device; a discrimination index unit for classifying the acquired bone marrow image into a class among a plurality of classes corresponding to preset discrimination indices; and a result providing unit for providing the result read by the discrimination index unit.

Claims (32)

1. A device for supporting bone marrow reading based on image analysis, comprising:

an image acquisition unit that acquires, by an imaging device, a bone marrow image of a subject for bone marrow reading;

a discrimination index unit that generates a required image from the acquired bone marrow image by image processing and software operation, and classifies the acquired bone marrow image into a class among a plurality of classes corresponding to discrimination indices based on a preset algorithm; and

a result providing unit that provides the required image and a discrimination result read by the discrimination index unit,

wherein the required image is generated from the acquired bone marrow image to include a large bone marrow particle that has a size larger than sizes of other bone marrow particles in a vicinity thereof in a whole bone marrow image screen.

2. The device of claim 1 , wherein the required image includes the large bone marrow particle and megakaryocytes that are present in a zone of interest in front of and behind the large bone marrow particle.

3. The device of claim 1 , wherein the result providing unit provides both the required image and a discrimination index corresponding to a class to which the required image belongs.

4. The device of claim 1 , further comprising:

a database unit that stores a plurality of bone marrow images classified based on preset discrimination indices,

wherein the result providing unit provides both data analyzed by the discrimination index unit and data stored in the database unit.

5. A method of supporting bone marrow reading based on image analysis, the method comprising:

acquiring, by an imaging device, a bone marrow image of a subject for bone marrow reading;

generating a required image from the acquired bone marrow image by image processing;

classifying the acquired bone marrow image into a class among a plurality of classes that correspond to discrimination indices based on a preset algorithm; and

providing the required image and a discrimination result,

wherein the required image is generated from the acquired bone marrow image to include a large bone marrow particle that has a size larger than sizes of other bone marrow particles in a vicinity thereof in a whole bone marrow image screen.

6. The method of claim 5 , wherein the required image includes the large bone marrow particle and megakaryocytes that are present in a zone of interest in front of and behind the large bone marrow particle.

7. The method of claim 5 , wherein the discrimination result includes a discrimination index that corresponds to a class to which the required image belongs.

8. The method of claim 5 , further comprising:

storing, in a database, a plurality of bone marrow images classified based on preset discrimination indices; and

providing data from the database along with the required image and the discrimination result.

9. A non-transitory computer readable medium containing program instructions executed by a processor or controller, the program instructions when executed by the processor or controller configured to:

cause an imaging device to acquire a bone marrow image of a subject for bone marrow reading;

generate a required image from the acquired bone marrow image by image processing;

classify the acquired bone marrow image into a class among a plurality of classes that correspond to discrimination indices based on a preset algorithm; and

provide the required image and a discrimination result,

wherein the required image is generated from the acquired bone marrow image to include a large bone marrow particle that has a size larger than sizes of other bone marrow particles in a vicinity thereof in a whole bone marrow image screen.

10. The non-transitory computer readable medium of claim 9 , wherein the required image includes the large bone marrow particle and megakaryocytes that are present in a zone of interest in front of and behind the large bone marrow particle.

11. The non-transitory computer readable medium of claim 9 , wherein the discrimination result includes a discrimination index that corresponds to a class to which the required image belongs.

12. The non-transitory computer readable medium of claim 9 , wherein the program instructions are further configured to:

store, in a database, a plurality of bone marrow images classified based on preset discrimination indices; and

provide data from the database along with the required image and the discrimination result.

Assignments (2)
CHANGE OF NAME Recorded Feb 1, 2021
From: UIMD CO., LTD.
To: UIMD INC.
Reel/Frame 055190/0174 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 29, 2021
From: LEE, YOUNG DEUK
To: UIMD CO., LTD.
Reel/Frame 055078/0934 →
Priority Claims (1)
KR 10-2018-0090182 · Aug 2, 2018 · national
Continuity (2)
Continuation PCTKR2019007194 · Jun 14, 2019
Related Publication 20210158516A1 · May 27, 2021