WO2022094783A1

WO2022094783A1 - Blood cell image classification method and sample analysis system

Info

Publication number: WO2022094783A1
Application number: PCT/CN2020/126409
Authority: WO
Inventors: 周坤
Original assignee: 深圳迈瑞生物医疗电子股份有限公司
Priority date: 2020-11-04
Filing date: 2020-11-04
Publication date: 2022-05-12
Also published as: CN116324900A

Abstract

A blood cell image classification method and a sample analysis system. The method is characterized by comprising: displaying on a display interface a plurality of category groups in original classification results of blood cell images; displaying a reclassification interface in response to a reclassification instruction, wherein the reclassification interface is used for displaying a plurality of display areas and displaying a display area to be classified for temporarily storing blood cell images to be classified, and the position of the display area to be classified always stays on the current reclassification interface (S302); receiving an adjustment instruction for a blood cell image in a display area that has been displayed on the reclassification interface, taking the blood cell image as a blood cell image to be classified, and moving the blood cell image from the display area to the display area to be classified (S303); and receiving an adjustment instruction for a blood cell image to be classified in the display area to be classified, so as to move the blood cell image to be classified from the display area to be classified to a target display area of the blood cell image to be classified (S304). The method can simplify and facilitate category adjustment and can improve accuracy and adjustment efficiency.

Description

Blood cell image classification method and sample analysis system

technical field

The invention relates to the technical field of particle analysis equipment, and more particularly, to a blood cell image classification method and a sample analysis system.

Background technique

The reader is an automatic microscopic examination and classification equipment for blood cells. As shown in Figure 1, the blood sample of the patient can be prepared as a blood smear. The reader scans the blood smear and automatically completes blood cell segmentation, generates blood cell images and The original classification result of the blood cell image is output (the blood cell image category can include more than 20 categories such as neutrophils, monocytes, eosinophils, etc.).

Since the original classification results are not accurate, manual review is also required to reclassify the blood cell images on the basis of the original classification results to ensure the accuracy of the final classification results.

In the related art, a human (doctor or expert) needs to drag the blood cell image to find the target category from a list of more than 20 blood cell categories, and then release the blood cell image to modify the blood cell category.

Since there are many blood cell categories in the blood cell category list, while dragging the blood cell image while searching for the target category from the blood cell category list, the operation process is very inconvenient, error-prone and inefficient.

SUMMARY OF THE INVENTION

In view of this, embodiments of the present invention provide a blood cell image classification method and a sample analysis system.

In order to achieve the above purpose, the embodiments of the present invention provide the following technical solutions:

According to a first aspect of the present application, a sample analysis system is provided, comprising:

memory, input devices, displays and processors;

The processor is configured to execute a software program in the memory and display multiple category groups in the original classification result of the blood cell image on a display interface; wherein the display interface uses multiple display areas to display multiple category groups, respectively, A category group includes blood cell images of the same category in the original classification result; receiving an adjustment instruction for a blood cell image in the display area that has been displayed on the reclassification interface, taking the blood cell image as the blood cell image to be classified, and from the display The area is moved to the display area to be classified; an adjustment instruction of a blood cell image to be classified in the display area to be classified is received, so as to move the blood cell image to be classified from the display area to be classified to the target display area of the blood cell image to be classified ; Save the final classification result of the blood cell image;

The display screen is used to display a reclassification interface in response to a reclassification instruction; wherein the reclassification interface is used to display a plurality of display areas, and is used to display the temporarily stored to-be-classified blood cell images to be classified display areas, the to-be-classified display area The position of the display area always stays on the current reclassification interface;

An input device, configured to respond to an adjustment operation of a blood cell image in the display area that has been displayed on the reclassification interface, and send an adjustment instruction of a blood cell image in the display area that has been displayed on the reclassification interface to the processor; For the adjustment operation of a blood cell image in the display area to be classified, an adjustment instruction of a blood cell image in the display area to be classified is sent to the processor.

Wherein, it also includes a smear preparation device and a smear reader connected to the smear preparation device;

The smear preparation device is used for preparing the smear of the sample to be tested;

The reader is used to capture and analyze the blood cells in the prepared smear of the sample to be tested, obtain the original classification result of the blood cell image, and send the original classification result of the blood cell image to the processor.

Wherein, it also includes a blood analyzer and a control device, and the control device is connected in communication with the blood analyzer, the smear preparation device and the smear reader;

The blood analyzer is used to perform blood routine detection on the sample to be tested to obtain routine blood data;

The control device is configured to control the blood analyzer to perform blood routine detection on the sample to be tested, control the smear preparation device to prepare a smear of the sample to be tested, and then control the smear reader to perform blood tests on the sample to be tested. The blood cells in the prepared smear of the sample to be tested are imaged and analyzed, and the original classification result of the blood cell image is obtained.

Wherein, it also includes a communication server connected with the processor;

In the case of multi-account collaborative classification operation, the originator account sends the original classification result of the blood cell image to the communication server;

The communication server receives the original classification result and stores the original classification result, receives the login request of one or more accounts, and determines one or more logged-in accounts;

The communication server pushes the current classification results to one or more logged-in accounts;

The communication server receives the category modification instruction of the blood cell image by the logged-in account, and in response to the category modification instruction, modifies the current category of the blood cell image in the current classification result, and obtains and saves the updated current classification result;

The one or more logged-in accounts receive the current classification result pushed by the communication server; wherein the one or more logged-in accounts include an initiator account of a multi-account collaborative classification operation;

The initiator account performs the final category modification operation on the blood cell image based on the current classification result, and sends the final category modification instruction for the blood cell image to the communication server;

The communication server receives the final category modification instruction of the blood cell image by the originator account, and in response to the final category modification instruction, modifies the current category of the blood cell image in the current classification result, and obtains and saves the final classification result.

According to a second aspect of the present application, a sample analysis system is provided, comprising:

memory, input devices, displays and processors;

The processor is configured to execute a software program in the memory and display multiple category groups in the original classification result of the blood cell image on the display interface; wherein the original classification result includes multiple classified category groups and uncategorized categories group, the display interface uses multiple display areas to display multiple classified category groups, and uses uncategorized display areas to display uncategorized category groups, each classified category group includes blood cell images of the same category in the original classification result, and no The classification category group includes blood cell images of undetermined categories in the original classification result; receiving an adjustment instruction for a blood cell image to be classified in the unclassified display area, so as to move the to-be-classified blood cell image from the unclassified display area to The target display area of the blood cell image to be classified; save the final classification result of the blood cell image;

The display screen is used to display a reclassification interface in response to a reclassification instruction; wherein the reclassification interface is used to display a plurality of display areas and the unclassified display area, and the position of the unclassified display area always stays on the current reclassification interface;

The input device is used for sending an adjustment instruction of a blood cell image to be classified in the unclassified display area to the processor in response to an adjustment operation of an image of a blood cell to be classified in the unclassified display area.

According to a third aspect of the present application, a sample analysis system is provided, comprising:

memory, input devices, displays and processors;

The processor is configured to execute a software program in the memory and display multiple category groups in the original classification result of the blood cell image on a display interface; wherein the display interface uses multiple display areas to display multiple category groups, respectively, A category group includes blood cell images of the same category in the original classification result; receiving an adjustment instruction for a blood cell image to be classified in the to-be-classified display area to move the to-be-classified blood cell image from the to-be-classified display area to the to-be-classified display area. The target display area of the blood cell image to be classified; save the final classification result of the blood cell image;

The display screen is used to display a reclassification interface in response to a reclassification instruction; wherein the reclassification interface is used to display a plurality of display areas and a display area to be classified, and the position of the display area to be classified always stays at the current reclassification. on the classification interface;

The input device is used for sending an adjustment instruction of a blood cell image in the display area to be classified to the processor in response to an adjustment operation of a blood cell image in the display area to be classified.

Wherein, the input device is further configured to receive a selection operation sent by the user based on the multiple display areas, and send a selection instruction sent by the user based on the multiple display areas to the processor;

The processor is further configured to receive a selection instruction issued by the user based on the plurality of display areas, and use another display area designated by the selection instruction as the display area to be temporarily stored for the blood cell image to be classified;

The display screen is used to display the adjusted reclassification interface.

A blood cell image classification method, comprising:

Displaying multiple category groups in the original classification result of the blood cell image on the display interface; wherein the display interface uses multiple display areas to display multiple category groups, and one category group includes blood cells of the same category in the original classification result image;

A reclassification interface is displayed in response to the reclassification instruction; wherein the reclassification interface is used to display the plurality of display areas, and is used to display the temporarily stored blood cell images to be classified to be classified, and the location of the to-be-classified display area is always Stay on the current reclassification interface;

receiving an adjustment instruction of a blood cell image in the display area displayed on the reclassification interface, using the blood cell image as the blood cell image to be classified, and moving from the display area to the display area to be classified;

receiving an adjustment instruction for a blood cell image to be classified in the to-be-classified display area, so as to move the to-be-classified blood cell image from the to-be-classified display area to a target display area of the to-be-classified blood cell image;

Save the final classification result of the blood cell image.

Wherein, initially, the to-be-categorized display area is empty.

Wherein, the multiple display areas and the to-be-categorized display area in the reclassification interface do not block each other.

Wherein, the display area to be classified in the reclassification interface floats above the plurality of display areas.

Among them, it also includes:

In response to the position adjustment operation of the display area to be classified, the display area to be classified after the adjusted position is displayed in the reclassification interface.

Among them, it also includes:

In response to the state hiding operation of the display area to be classified, setting the display area to be classified in a hidden state;

In response to a state display operation of the display area to be classified, the display area to be classified is set to be in a display state.

According to a third aspect of the present application, there is provided a blood cell image classification method, characterized in that it includes:

Multiple category groups in the original classification result of the blood cell image are displayed on the display interface; wherein, the original classification result includes multiple classified category groups and uncategorized category groups, and the display interface uses multiple display areas to display multiple classified category groups. Classified category group, the unclassified display area is used to display the unclassified category group, each classified category group includes blood cell images of the same category in the original classification result, and the unclassified category group includes the undetermined category in the original classification result. blood cell images;

Displaying a reclassification interface in response to the reclassification instruction; wherein the reclassification interface is used to display the plurality of display areas and the unclassified display area, and the position of the unclassified display area always stays at the current reclassification on the interface;

receiving an adjustment instruction of a blood cell image to be classified in the unclassified display area, so as to move the blood cell image to be classified from the unclassified display area to the target display area of the blood cell image to be classified;

Save the final classification result of the blood cell image.

Wherein, the method also includes:

Receive an adjustment instruction of a blood cell image in the display area displayed on the reclassification interface, take the blood cell image as the blood cell image to be classified, and move from the display area to the unclassified display area.

Wherein, the multiple display areas in the original classification result in the reclassification interface and the unclassified display area do not block each other.

Wherein, the unclassified display area in the reclassification interface floats above the multiple display areas in the original classification result.

Among them, it also includes:

In response to the position adjustment operation of the uncategorized display area, the uncategorized display area after the adjusted position is displayed in the re-categorization interface.

Among them, it also includes:

In response to the state hiding operation of the unclassified display area, setting the unclassified display area to be in a hidden state;

In response to the state display operation of the unsorted display area, the unsorted display area is set in a display state.

According to a fourth aspect of the present application, a blood cell image classification method is provided, comprising:

Using a display area among the plurality of display areas as the display area to be classified for temporarily storing the blood cell images to be classified;

A reclassification interface is displayed in response to the reclassification instruction; wherein the reclassification interface is used to display a plurality of display areas in the original classification result and a display area to be classified, and the position of the display area to be classified always stays at the current reclassification. on the classification interface;

receiving an adjustment instruction of a blood cell image to be classified in the to-be-classified display area, so as to move the to-be-classified blood cell image from the to-be-classified display area to the target display area of the to-be-classified blood cell image;

Save the final classification result of the blood cell image.

Among them, it also includes:

Receive an adjustment instruction of a blood cell image in the display area displayed on the reclassification interface, take the blood cell image as the blood cell image to be classified, and move from the display area to the display area to be classified.

Wherein, using a display area among the plurality of display areas as the display area to be classified for temporarily storing blood cell images to be classified includes:

Using a preset display area among the plurality of display areas as a display area for temporarily storing the blood cell images to be classified; and/or,

A selection instruction issued by the user based on the plurality of display areas is received, and the display area specified by the selection instruction is used as the display area to be temporarily stored for the blood cell image to be classified.

Wherein, after the display area among the plurality of display areas is used as the display area for temporarily storing the blood cell images to be classified, the method further includes:

A selection instruction issued by the user based on the plurality of display areas is received, and another display area designated by the selection instruction is used as the display area for temporarily storing the blood cell images to be classified to be classified.

Among them, it also includes:

Compared with the prior art, the technical solution provided by this embodiment has the following advantages and characteristics:

The present invention provides a blood cell image classification method and a sample analysis system, wherein the present application proposes that when the original classification result of the blood cell image needs to be reclassified, a reclassification interface can be displayed, and the reclassification interface includes a plurality of The multiple display areas of the category group and the display area to be classified, and the location of the display area to be classified always stays on the current reclassification interface.

During the reclassification process, multiple display areas in the reclassification interface are adjusted to display the target display area corresponding to the blood cell image to be classified. Since the target display area and the to-be-classified display area are both on the reclassification interface, it is not necessary to display the target display area corresponding to the blood cell image to be classified. While dragging in the middle to find the target category, you can simply and conveniently move the blood cell images to be classified in the display area to be classified to the target display area, so as to complete the operation of changing the category.

The blood cell image classification method provided in this application can simply and conveniently adjust the classification of the blood cell image, and can improve the accuracy rate and the adjustment efficiency.

Description of drawings

In order to explain the embodiments of the present invention or the technical solutions in the prior art more clearly, the following briefly introduces the accompanying drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are only These are some embodiments of the present invention. For those of ordinary skill in the art, other drawings can also be obtained according to these drawings without creative efforts.

1 is a schematic diagram of a blood sample detection provided in an embodiment of the present application;

2a is a schematic diagram of Embodiment 1 of a sample analysis system provided by an embodiment of the present application;

2b is a schematic diagram of Embodiment 2 of a sample analysis system provided by an embodiment of the present application;

FIG. 2c is a schematic diagram of Embodiment 3 of a sample analysis system provided by an embodiment of the present application;

3 is a schematic diagram of Embodiment 1 of a blood cell image classification method provided by an embodiment of the present application;

4 is a schematic diagram of a display interface provided by an embodiment of the present application;

5 is a schematic diagram of a reclassification interface provided by an embodiment of the present application;

6 is a schematic diagram of another reclassification interface provided by an embodiment of the present application;

FIG. 7 is a schematic diagram of Embodiment 2 of a blood cell image classification method provided by an embodiment of the present application;

8 is a schematic diagram of another reclassification interface provided by an embodiment of the present application;

FIG. 9 is a schematic diagram of Embodiment 3 of a blood cell image classification method provided by an embodiment of the present application;

FIG. 10 is a schematic diagram of still another reclassification interface provided by an embodiment of the present application.

Detailed ways

The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.

To this end, the present application proposes that when the original classification result of the blood cell image needs to be reclassified, a reclassification interface can be displayed, and the reclassification interface includes multiple display areas for displaying multiple category groups in the original classification result and the to-be-categorized Display area, and the position of the display area to be classified always stays on the current reclassification interface.

Since the original classification result has several category groups, the reclassification interface cannot fully display the display areas corresponding to all the category groups. Therefore, on the reclassification interface, the displayed display area can be changed following the adjustment operation of the input device (for example, by dragging the operation) to move the display area up and down).

The position of the display area to be classified on the reclassification interface always stays on the reclassification interface, and will not disappear with the up and down movement. The to-be-classified display area is used to temporarily store images of blood cells to be classified.

During the reclassification process, the target display area corresponding to the blood cell image to be classified may be determined, so that the reclassification interface displays the target display area corresponding to the blood cell image to be classified. Since both the target display area and the to-be-classified display area are on the reclassification interface, the to-be-classified blood cell image in the to-be-classified display area can be moved to the target display area simply and conveniently to complete the category change operation.

For the detailed execution process, please refer to the first embodiment of the blood cell image classification method, the second embodiment of the blood cell image classification method, and the third embodiment of the blood cell image classification method.

2a, the present invention provides a first embodiment of a sample analysis system, including an account terminal 100, wherein the account terminal 100 includes a memory 101, an input device 102, a display screen 103, and a processor 104.

The memory 101 , the input device 102 , the display screen 103 and the processor 104 in the account terminal cooperate with each other to implement the blood cell image classification method. For details, please refer to the first embodiment of the blood cell image classification method, the second embodiment of the blood cell image classification method, and the third embodiment of the blood cell image classification method, which will not be described in detail here.

Referring to Fig. 2b, the present invention provides a second embodiment of a sample analysis system, including:

The account terminal 100 , wherein the account terminal includes a memory 101 , an input device 102 , a display screen 103 and a processor 104 .

The reader 200 connected to the account terminal 100.

The smear preparation device 300 connected to the reader 200.

The control device 400 is connected to the smear preparation device 300 and the smear preparation device 300 .

Wherein, the smear preparation device 300 is used to prepare the smear of the sample to be tested;

The film reader 200 is used to photograph and analyze the blood cells in the prepared smear of the sample to be tested, obtain the original classification result of the blood cell image, and send the original classification result of the blood cell image to the account terminal 100 .

The control device 400 is used to control the smear preparation device 300, so that the smear preparation device 300 prepares the smear of the sample to be tested; and then controls the smear machine 200, so that the smear machine 200 prepares the smear. The blood cells in the smear of the sample to be tested are imaged and analyzed, and the original classification result of the blood cell image is obtained. The reader 200 can send the original classification result of the blood cell image to the account terminal 100 .

Preferably, the second embodiment of the sample analysis system may further include a blood analyzer 500 connected to the control device 400 .

The blood analyzer 500 is used for performing blood routine detection on the sample to be tested to obtain blood routine data; the blood analyzer 500 is also used for sending the blood analysis results to the account terminal 100, so that the account terminal can then perform blood cell images on the blood cell image. It can be used as a reference when classifying.

The control device 400 is configured to control the blood analyzer to perform blood routine detection on the sample to be tested, and then control the smear preparation device 300 and the smear reader 200 .

Referring to Fig. 2c, the present invention provides a third embodiment of a sample analysis system, including:

The reader 200 connected to the account terminal 100.

The smear preparation device 300 connected to the reader 200.

The control device 400 is connected with the smear preparation device 300 and the smear preparation device 300 .

the communication server 600 having a communication connection with the account terminal 100,

Preferably, the third embodiment of the sample analysis system may further include a blood analyzer 500 connected to the control device 400 .

The control device 400 is used to control the blood analyzer to perform blood routine test on the sample to be tested, and then control the smear preparation device 300 and the smear reader 200 .

The present invention provides a first application scenario corresponding to the second embodiment of the sample analysis system.

The first application scenario is a single-account modification mode: a single account corresponding to an account terminal connected to the reader, and a blood cell image classification method is executed.

In the second embodiment of the sample analysis system, the account terminal can receive the original classification results of the blood cell images sent by the reader. The provided blood cell classification method is adjusted.

For the specific adjustment process, please refer to the first embodiment of the blood cell image classification method, the second embodiment of the blood cell image classification method, and the third embodiment of the blood cell image classification method, which will not be described in detail here.

The present invention provides a second application scenario corresponding to the third embodiment of the sample analysis system.

Second Application Scenario Multi-account collaborative modification mode: Multiple accounts corresponding to multiple account terminals can implement the blood cell image classification method.

Since there is currently no standard uniform rule for classifying blood cell images, accounts (doctors or experts) are basically based on existing experience to classify blood cell images. For assistance (seeking other experts or doctors for joint judgment), a multi-account collaborative modification mode is required.

For the convenience of distinction, the account terminal connected to the reader may be referred to as the initiator terminal. When the multi-account collaboration mode is determined to be enabled, the initiator terminal may send the original classification result of the blood cell image to the communication server 600 .

The communication server 600 may save the current classification result of the blood cell image, wherein the current classification result may be the original classification result or the current classification result after modification via an or account.

Each account terminal can log in to the communication server 600 to obtain and view the current classification result of the blood cell image from the communication server 600;

In the multi-account collaboration mode, each account terminal can also use the memory 101, the input device 102, the display screen 103 and the processor 104 to cooperate with each other to implement the blood cell image classification method. For details, please refer to Embodiment 1 of the blood cell image classification method, Embodiment 2 of the blood cell image classification method, and Embodiment 3 of the blood cell image classification method, which will not be described in detail here.

The present invention provides the first embodiment of a blood cell image classification method, which is applied to an account terminal. In the first embodiment, an additional display area is created for the display area to be classified, and initially the display area to be classified is blank.

Referring to FIG. 3 , the first embodiment of the method for classifying blood cell images includes the following steps:

Step S301: Display multiple category groups in the original classification result of the blood cell image on the display interface; wherein the display interface uses multiple display areas to display multiple category groups, and one category group includes the same category group in the original classification result. category of blood cell images.

The Reader takes and analyzes the prepared smear of the sample to be tested, and generates a raw classification result of the blood cell image. The original classification result may include several category groups, and each category group includes blood cell images of the same category in the original classification result. Blood cell types can include: monocytes, basophils, eosinophils and more than 20 kinds.

It is understandable that the length of the display interface is limited, and it is impossible for more than 20 display areas corresponding to more than 20 category groups to be displayed on the display interface at the same time, so the display interface only displays the original classification results of blood cell images corresponding to multiple category groups. Multiple display areas.

Referring to FIG. 4 , it is a schematic diagram of a display interface.

Step S302: displaying a reclassification interface in response to the reclassification instruction; wherein the reclassification interface is used to display a plurality of display areas, and is used to display the temporarily stored blood cell images to be classified to be classified, and the location of the to-be-classified display area Always stay on the current reclassification interface.

Optionally, referring to FIG. 4 , the display interface may further include a reclassification operation tab, so that the user can trigger the tab to issue a reclassification instruction.

If the user clicks the reclassification tab, it means that a reclassification instruction is issued, and the account terminal can respond to the reclassification instruction and display a reclassification interface. The reclassification interface can display multiple display areas at the same time, as well as display areas to be classified.

In this embodiment, a new to-be-categorized display area needs to be created so as to be displayed on the re-categorization interface. It should be pointed out that the position of the display area to be classified always stays on the reclassification interface, and in the reclassification interface, multiple display areas can be replaced with user operations (for example, multiple display areas can be moved up and down to display other display areas. ).

In this embodiment, the area to be classified and displayed is an additionally created area, so initially, the area to be classified and displayed is blank.

Referring to FIG. 5 , it is a schematic diagram of a reclassification interface. In the schematic diagram, the display area to be classified has an image of blood cells to be classified that has been added.

Continue from step S302 to step S303: Receive an adjustment instruction for a blood cell image in the display area displayed on the reclassification interface, use the blood cell image as the blood cell image to be classified, and move from the display area to the display area to be classified .

The user can drag up and down in the reclassification interface to change multiple display areas. If the blood cell images in one display area need to be adjusted by category, the display area can be adjusted to the reclassification interface.

The user can execute an adjustment instruction on a blood cell image in the display area displayed in the reclassification interface, for example, drag it to the display area to be classified, double-click to move to the display area to be classified, or three clicks to move to the display area to be classified. click action, etc.

The account terminal can receive an adjustment instruction for a blood cell image in the displayed display area, and then use the blood cell image as the blood cell image to be classified, move from the display area to the display area to be classified, and display the image to be classified in the display area to be classified. Sorting blood cell images (the original display area no longer displays the blood cell images to be sorted).

Step S304: The account terminal receives an adjustment instruction of a blood cell image to be classified in the to-be-classified display area, so as to move the to-be-classified blood cell image from the to-be-classified display area to the target display area of the to-be-classified blood cell image.

The user can drag up and down in the reclassification interface to replace multiple display areas of the reclassification interface, so that the reclassification interface displays the target display area of the blood cell image to be classified.

Then, the user can execute an adjustment instruction on a blood cell image in the display area to be classified in the reclassification interface, for example, drag it to the target display area.

The account terminal can receive an adjustment instruction of a blood cell image to be classified in the to-be-classified display area to move the to-be-classified blood cell image from the to-be-classified display area to the target display area of the to-be-classified blood cell image, thereby completing the to-be-classified blood cell image The category modification operation.

Step S305: Save the final classification result of the blood cell image.

For a category group corresponding to a display area, the display area to which a blood cell image to be classified belongs is adjusted from the display area level, that is, the category group to which the blood cell image to be classified belongs is adjusted, and the final classification result of the blood cell image is saved.

The above-mentioned processes of steps S302 to S305 may be repeated for many times, so as to repeat the category modification operation for different blood cell images.

Referring to FIG. 5 , in the reclassification interface, multiple display areas in the original classification result and the display area to be classified do not block each other.

On the basis shown in FIG. 5 , the account terminal may display the adjusted position of the display area to be classified in the reclassification interface in response to the position adjustment operation of the display area to be classified. For example, in the case where the display area to be classified is located at the bottom position shown in FIG. 5 , the display area to be classified can also be adjusted to the topmost position, the left position, the right position, etc. (not shown in the figure).

Referring to FIG. 6 , in the reclassification interface, the display area to be classified floats on a plurality of display areas. In this embodiment, the display area to be classified is in the form of a floating window.

On the basis shown in FIG. 6 , the account terminal may display the adjusted display area to be classified in the reclassification interface in response to the position adjustment operation of the to-be-categorized display area. That is, the floating window can be freely moved to any position of the reclassification display interface in response to the user's adjustment operation.

On the basis shown in FIG. 6 , if the display area to be classified blocks multiple display areas in the reclassification interface, the display area to be classified may be temporarily hidden.

The account terminal may set the display area to be classified in a hidden state in response to the state hiding operation of the display area to be classified; and may also set the display area to be classified in a state display operation in response to the state display operation of the display area to be classified. Display state.

Through the above technical features, it can be known that the present application has the following beneficial effects:

The present invention provides the second embodiment of a blood cell image classification method, which is applied to an account terminal. In the second embodiment, the display area corresponding to the unclassified category group in the original classification result is used as the display area to be classified.

Referring to FIG. 7 , the second embodiment of the method for classifying blood cell images includes the following steps:

Step S701: Display multiple category groups in the original classification result of the blood cell image on the display interface; wherein, the original classification result includes multiple classified category groups and uncategorized category groups, and the display interface uses multiple display areas to display respectively A plurality of classified category groups, the uncategorized display area is used to display the uncategorized category groups, each classified category group includes blood cell images of the same category in the original classification result, and the uncategorized category group includes uncategorized category groups in the original classification result. Determine the class of blood cell images.

The Reader takes and analyzes the prepared smear of the sample to be tested, and generates a raw classification result of the blood cell image. In this embodiment, the original classification result may include several category groups, and each category group includes blood cell images of the same category in the original classification result. The types of blood cells can include more than 20 types such as monocytes, basophils, eosinophils, etc. For those that have not been determined, they are classified into one category, which is called the unclassified category group.

Referring to FIG. 4 , it is a schematic diagram of a display interface.

Step S702: displaying a reclassification interface in response to the reclassification instruction; wherein the reclassification interface is used to display the multiple display areas and the unclassified display area, and the position of the unclassified display area always stays at the current on the reclassification interface.

In this embodiment, there is no need to create a new display area to be classified, but the location of the unclassified display area is directly displayed on the reclassification interface, and the location of the unclassified display area is always fixed on the reclassification interface.

It should be pointed out that the position of the display area to be classified always stays on the reclassification interface, and in the reclassification interface, multiple display areas can be replaced with user operations (for example, multiple display areas can be moved up and down to display other display areas. ).

Referring to FIG. 8 , it is a schematic diagram of a reclassification interface. In the schematic diagram, the display area to be classified has an image of blood cells to be classified that has been added.

Step S703: Receive an adjustment instruction of a blood cell image to be classified in the unclassified display area, so as to move the blood cell image to be classified from the unclassified display area to the target display area of the blood cell image to be classified.

Since the unclassified display area already has blood cell images to be classified, the user can directly use one of the unclassified blood cell images as the blood cell image to be classified, and perform adjustment operations on the to-be-classified blood cell image, such as dragging to the target display area.

The account terminal may receive an adjustment instruction of a blood cell image to be classified in the unclassified display area, so as to move the blood cell image to be classified from the unclassified display area to the target display area of the blood cell image to be classified.

Step S704: Save the final classification result of the blood cell image.

For a category group corresponding to a display area, adjust the display area to which a blood cell image to be classified belongs from the display area level, that is, adjust the category group to which the blood cell image to be classified belongs, and save the final classification result of the blood cell image.

The above-mentioned processes of steps S702 to S704 may be repeated multiple times, so as to repeat the category modification operation for different blood cell images.

Of course, in this embodiment, the adjustment operation can also be performed on the blood cell images in the display area other than the unclassified display area. Step S705: Receive an adjustment instruction of a blood cell image in the display area displayed on the reclassification interface, use the blood cell image as the blood cell image to be classified, and move from the display area to the unclassified display area.

The user can perform an adjustment instruction on a blood cell image in the displayed display area in the reclassification interface, for example, drag it to the unclassified display area, double-click to move to the unclassified display area, or three clicks to move to the unclassified display area. click action, etc.

The account terminal can receive an adjustment instruction for a blood cell image in the displayed display area, and then use the blood cell image as the blood cell image to be classified, move from the display area to the unclassified display area, and display the to-be-classified display area in the unclassified display area. Sorting blood cell images (the original display area no longer displays the blood cell images to be sorted).

Step S706: Receive an adjustment instruction of a blood cell image to be classified in the unclassified display area, so as to move the blood cell image to be classified from the unclassified display area to the target display area of the blood cell image to be classified.

Then, the user can perform an adjustment instruction on a blood cell image in the unclassified display area in the reclassification interface, for example, drag it to the target display area.

The account terminal can receive an adjustment instruction of a blood cell image to be classified in the unclassified display area, so as to move the blood cell image to be classified from the unclassified display area to the target display area of the blood cell image to be classified, thereby completing the blood cell image to be classified The category modification operation.

Step S707: Save the final classification result of the blood cell image.

The above-mentioned processes of steps S705 to S707 may be repeated for many times, so as to repeat the category modification operation for different blood cell images.

Referring to FIG. 8 , the multiple display areas in the original classification result in the reclassification interface and the display area to be classified do not block each other.

On the basis shown in FIG. 8 , the account terminal may display the adjusted uncategorized display area in the re-categorization interface in response to the position adjustment operation of the uncategorized display area. For example, in the case where the unsorted display area shown in FIG. 8 is located at the bottom position, the unsorted display area can also be adjusted to the topmost position, the left position, the right position, etc. (not shown in the figure).

Referring to FIG. 6 , in the reclassification interface, the unclassified display area floats above a plurality of display areas. The area to be classified in FIG. 6 is the unclassified display area; in this embodiment, the unclassified display area is in the form of a floating window.

On the basis shown in FIG. 6 , the account terminal may respond to the position adjustment operation of the uncategorized display area, and display the uncategorized display area after the adjusted position in the re-categorization interface, that is, the floating window may respond to Depending on the user's adjustment operation, it can be moved to any position on the reclassification display interface at will.

On the basis shown in FIG. 6 , if the unclassified display area blocks multiple display areas in the reclassification interface, the unclassified display area can be temporarily hidden.

The account terminal can set the uncategorized display area to be in a hidden state in response to the state hiding operation of the uncategorized display area; and can also set the uncategorized display area to be in the hidden state in response to the state display operation of the uncategorized display area. Display state.

The blood cell image classification method provided in the present application can simply and conveniently adjust the classification of the blood cell image, and can improve the accuracy rate and the adjustment efficiency.

The present invention provides the third embodiment of the blood cell image classification method, which is applied to an account terminal. In the third embodiment, any display area in the original classification result is determined as the display area to be classified.

Referring to FIG. 9 , the third embodiment of the method for classifying blood cell images includes the following steps:

Step S901: Display multiple category groups in the original classification result of the blood cell image on the display interface; wherein the display interface uses multiple display areas to display multiple category groups, and one category group includes the same category group in the original classification result. category of blood cell images.

Referring to FIG. 4 , it is a schematic diagram of a display interface.

Step S902: Use a display area among the plurality of display areas as a display area to be classified for temporarily storing the blood cell images to be classified.

This step can include:

Step S903: displaying a reclassification interface in response to the reclassification instruction; wherein the reclassification interface is used to display a plurality of display areas, and is used to display the to-be-classified display area of the blood cell image to be temporarily stored, and the position of the to-be-classified display area Always stay on the current reclassification interface.

In this embodiment, one display area needs to be selected from the multiple display areas as the display area to be classified, so as to be displayed on the reclassification interface. It should be pointed out that the position of the display area to be classified always stays on the reclassification interface, and in the reclassification interface, multiple display areas can be replaced with user operations (for example, multiple display areas can be moved up and down to display other display areas. ).

Referring to FIG. 10 , which is a schematic diagram of the reclassification interface, in the schematic diagram, "eosinophils" are used as the display area to be classified.

Step S904: Receive an adjustment instruction of a blood cell image to be classified in the to-be-classified display area, so as to move the to-be-classified blood cell image from the to-be-classified display area to the target display area of the to-be-classified blood cell image.

The account terminal can receive an adjustment instruction of a blood cell image to be classified in the to-be-classified display area, so as to move the to-be-classified blood cell image from the to-be-classified display area to the target display area of the to-be-classified blood cell image, thereby completing the to-be-classified blood cell image The category modification operation.

Step S905: Save the final classification result of the blood cell image.

The above-mentioned processes of steps S903 to S905 may be repeated for many times, so as to repeat the category modification operation for different blood cell images.

Of course, the present application can also perform adjustment operations on the blood cell images in the display area other than the display area to be classified. In this case, there are two ways to deal with it:

The first processing method: move the blood cell images in other display areas to the display area to be classified.

For details of this process, please refer to Embodiment 1 of the blood cell image classification method, and the description will not be repeated here.

The second processing method: replace the display area to be classified.

After the classification of one display area is adjusted, other display areas can be replaced as display areas to be classified, and so on, until the blood cell images in all display areas are classified.

That is, a selection instruction issued by the user based on the plurality of display areas is received, and another display area designated by the selection instruction is used as the temporary storage area to be classified and the display area of the blood cell image to be classified. The embodiment shown in FIG. 9 is re-executed for the updated display area to be classified.

Referring to FIG. 10 , in the reclassification interface, multiple display areas in the original classification result and the display area to be classified do not block each other.

On the basis shown in FIG. 10 , the account terminal may respond to the position adjustment operation of the display area to be classified, and display the display area to be classified after the adjusted position in the reclassification interface. For example, in the example shown in FIG. 10 that the display area to be classified is located at the bottommost position, the display area to be classified can also be adjusted to the topmost position, the left position, the right position, and so on.

On the basis shown in FIG. 6 , the account terminal may display the adjusted position of the display area to be classified in the reclassification interface in response to the position adjustment operation of the display area to be classified. That is, the floating window can be freely moved to any position of the reclassification display interface in response to the user's adjustment operation.

2a-2c, the present application provides a sample analysis system corresponding to Embodiment 1 of the blood cell image classification method, including:

memory 101, input device 102, display screen 103 and processor 104;

The processor 104 is configured to execute the software program in the memory and receive the original classification result of the blood cell image; wherein, the original classification result includes a plurality of display areas, and one display area is used to display the same category in the original classification result Receive the adjustment instruction of a blood cell image in the display area displayed on the reclassification interface, use the blood cell image as the blood cell image to be classified, and move from the display area to the display area to be classified; receive the blood cell image to be classified an adjustment instruction of a blood cell image to be classified in the classification display area, so as to move the blood cell image to be classified from the to-be-classified display area to the target display area of the blood cell image to be classified; save the final classification result of the blood cell image;

The display screen 103 is used to display a reclassification interface in response to the reclassification instruction; wherein the reclassification interface is used to display multiple display areas in the original classification result, and to display the blood cell images to be temporarily stored to be classified. Classification display area, the position of the to-be-classified display area always stays on the current reclassification interface;

The input device 102 is configured to, in response to an adjustment operation of a blood cell image in the display area displayed on the reclassification interface, send an adjustment instruction of a blood cell image in the display area displayed on the reclassification interface to the processor; response The adjustment operation of a blood cell image in the to-be-classified display area sends an adjustment instruction of a blood cell image in the to-be-classified display area to the processor.

2a-2c, the present application provides a sample analysis system corresponding to the second embodiment of the blood cell image classification method, including:

memory 101, input device 102, display screen 103 and processor 104;

The processor 104 is configured to execute the software program in the memory and receive the original classification result of the blood cell image; wherein, the original classification result includes a plurality of classified display areas and unclassified display areas, and one display area is used for display For the blood cell images of the same category in the original classification result, the unclassified display area is used to display the blood cell images of the undetermined category in the original classification result; receiving an adjustment instruction of a blood cell image to be classified in the unclassified display area, to moving the blood cell image to be classified from the unclassified display area to the target display area of the blood cell image to be classified; saving the final classification result of the blood cell image;

The display screen 103 is used to display a reclassification interface in response to a reclassification instruction; wherein the reclassification interface is used to display multiple display areas and the unclassified display area in the original classification result, and the The position of the unclassified display area always stays on the current reclassification interface;

The input device 101 is configured to send an adjustment instruction of a blood cell image to be classified in the unclassified display area to the processor in response to an adjustment operation of a blood cell image to be classified in the unclassified display area.

memory 101, input device 102, display screen 103 and processor 104;

The processor 104 is configured to execute the software program in the memory and receive the original classification result of the blood cell image; wherein, the original classification result includes a plurality of display areas, and one display area is used to display the same category in the original classification result the blood cell image; use a display area in the plurality of display areas as the to-be-classified display area for temporarily storing the to-be-classified blood cell image; receive an adjustment instruction for a to-be-classified blood cell image in the to-be-classified display area to The blood cell image to be classified is moved from the to-be-classified display area to the target display area of the to-be-classified blood cell image; the final classification result of the blood cell image is saved;

The display screen 103 is used to display a reclassification interface in response to a reclassification instruction; wherein the reclassification interface is used to display a plurality of display areas in the original classification result and a display area to be classified, and the display area to be classified The position of always stays on the current reclassification interface;

The input device 101 is configured to send an adjustment instruction of a blood cell image in the display area to be classified to the processor in response to an adjustment operation of a blood cell image in the display area to be classified.

The display screen 103 is used to display the adjusted reclassification interface.

For the detailed introduction of the sample analysis system corresponding to the first embodiment of the blood cell image classification method, the sample analysis system corresponding to the second embodiment of the blood cell image classification method, and the sample analysis system corresponding to the third embodiment of the blood cell image classification method, please refer to the corresponding embodiments, which are not repeated here.

It should be noted that the above-mentioned embodiments are only preferred embodiments introduced by the present invention, and those skilled in the art can completely design more embodiments on this basis, so they are not repeated here.

Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be implemented in other embodiments without departing from the spirit or scope of the invention. Thus, the present invention is not intended to be limited to the embodiments shown herein, but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.

Claims

A sample analysis system, characterized in that it includes:

memory, input devices, displays and processors;

The processor is configured to execute a software program in the memory and display multiple category groups in the original classification result of the blood cell image on a display interface; wherein the display interface uses multiple display areas to display multiple category groups, respectively, A category group includes blood cell images of the same category in the original classification result; receiving an adjustment instruction for a blood cell image in the display area that has been displayed on the reclassification interface, taking the blood cell image as the blood cell image to be classified, and from the display The area is moved to the display area to be classified; an adjustment instruction of a blood cell image to be classified in the display area to be classified is received, so as to move the blood cell image to be classified from the display area to be classified to the target display area of the blood cell image to be classified ; Save the final classification result of the blood cell image;

The display screen is used to display a reclassification interface in response to a reclassification instruction; wherein the reclassification interface is used to display a plurality of display areas, and is used to display the temporarily stored to-be-classified blood cell images to be classified display areas, the to-be-classified display area The position of the display area always stays on the current reclassification interface;

An input device, configured to respond to an adjustment operation of a blood cell image in the display area that has been displayed on the reclassification interface, and send an adjustment instruction of a blood cell image in the display area that has been displayed on the reclassification interface to the processor; For the adjustment operation of a blood cell image in the display area to be classified, an adjustment instruction of a blood cell image in the display area to be classified is sent to the processor.
The sample analysis system of claim 1, further comprising a smear preparation device and a smear reader connected to the smear preparation device;

The smear preparation device is used for preparing the smear of the sample to be tested;

The reader is used to capture and analyze the blood cells in the prepared smear of the sample to be tested, obtain the original classification result of the blood cell image, and send the original classification result of the blood cell image to the processor.
The sample analysis system according to claim 2, further comprising a blood analyzer and a control device, wherein the control device is connected in communication with the blood analyzer, the smear preparation device and the smear reader;

The blood analyzer is used to perform blood routine detection on the sample to be tested to obtain routine blood data;

The control device is configured to control the blood analyzer to perform blood routine detection on the sample to be tested, control the smear preparation device to prepare a smear of the sample to be tested, and then control the smear reader to perform blood tests on the sample to be tested. The blood cells in the prepared smear of the sample to be tested are imaged and analyzed, and the original classification result of the blood cell image is obtained.
The sample analysis system of claim 2, further comprising a communication server connected to the processor;

In the case of multi-account collaborative classification operation, the originator account sends the original classification result of the blood cell image to the communication server;

The communication server receives the original classification result and stores the original classification result, receives the login request of one or more accounts, and determines one or more logged-in accounts;

The communication server pushes the current classification results to one or more logged-in accounts;

The communication server receives the category modification instruction of the blood cell image by the logged-in account, and in response to the category modification instruction, modifies the current category of the blood cell image in the current classification result, and obtains and saves the updated current classification result;

The one or more logged-in accounts receive the current classification result pushed by the communication server; wherein the one or more logged-in accounts include an initiator account of a multi-account collaborative classification operation;

The initiator account performs the final category modification operation on the blood cell image based on the current classification result, and sends the final category modification instruction for the blood cell image to the communication server;

The communication server receives the final category modification instruction of the blood cell image by the originator account, and in response to the final category modification instruction, modifies the current category of the blood cell image in the current classification result, and obtains and saves the final classification result.
A sample analysis system, characterized in that it includes:

memory, input devices, displays and processors;

The processor is configured to execute a software program in the memory and display multiple category groups in the original classification result of the blood cell image on the display interface; wherein the original classification result includes multiple classified category groups and uncategorized categories group, the display interface uses multiple display areas to display multiple classified category groups, and uses uncategorized display areas to display uncategorized category groups, each classified category group includes blood cell images of the same category in the original classification result, and no The classification category group includes blood cell images of undetermined categories in the original classification result; receiving an adjustment instruction for a blood cell image to be classified in the unclassified display area, so as to move the to-be-classified blood cell image from the unclassified display area to The target display area of the blood cell image to be classified; save the final classification result of the blood cell image;

The display screen is used to display a reclassification interface in response to a reclassification instruction; wherein the reclassification interface is used to display a plurality of display areas and the unclassified display area, and the position of the unclassified display area always stays on the current reclassification interface;

The input device is used for sending an adjustment instruction of a blood cell image to be classified in the unclassified display area to the processor in response to an adjustment operation of an image of a blood cell to be classified in the unclassified display area.
A sample analysis system, characterized in that it includes:

memory, input devices, displays and processors;

The processor is configured to execute a software program in the memory and display multiple category groups in the original classification result of the blood cell image on a display interface; wherein the display interface uses multiple display areas to display multiple category groups, respectively, A category group includes blood cell images of the same category in the original classification result; receiving an adjustment instruction for a blood cell image to be classified in the to-be-classified display area to move the to-be-classified blood cell image from the to-be-classified display area to the to-be-classified display area. The target display area of the blood cell image to be classified; save the final classification result of the blood cell image;

The display screen is used to display a reclassification interface in response to a reclassification instruction; wherein the reclassification interface is used to display a plurality of display areas and a display area to be classified, and the position of the display area to be classified always stays at the current reclassification. on the classification interface;

The input device is used for sending an adjustment instruction of a blood cell image in the display area to be classified to the processor in response to an adjustment operation of a blood cell image in the display area to be classified.
The sample analysis system of claim 6, wherein:

The input device is further configured to receive a selection operation sent by the user based on the multiple display areas, and send a selection instruction sent by the user based on the multiple display areas to the processor;

The processor is further configured to receive a selection instruction issued by the user based on the plurality of display areas, and use another display area designated by the selection instruction as the display area to be temporarily stored for the blood cell image to be classified;

The display screen is used to display the adjusted reclassification interface.
A blood cell image classification method, comprising:

Displaying multiple category groups in the original classification result of the blood cell image on the display interface; wherein the display interface uses multiple display areas to display multiple category groups, and one category group includes blood cells of the same category in the original classification result image;

A reclassification interface is displayed in response to the reclassification instruction; wherein the reclassification interface is used to display the plurality of display areas, and is used to display the temporarily stored blood cell images to be classified to be classified, and the location of the to-be-classified display area is always Stay on the current reclassification interface;

receiving an adjustment instruction of a blood cell image in the display area displayed on the reclassification interface, using the blood cell image as the blood cell image to be classified, and moving from the display area to the display area to be classified;

receiving an adjustment instruction for a blood cell image to be classified in the to-be-classified display area, so as to move the to-be-classified blood cell image from the to-be-classified display area to a target display area of the to-be-classified blood cell image;

Save the final classification result of the blood cell image.
The blood cell image classification method according to claim 8, wherein the display area to be classified is empty in an initial situation.
The method for classifying blood cell images according to claim 8, wherein the plurality of display areas and the to-be-classified display area in the reclassification interface do not block each other.
8. The blood cell image classification method according to claim 8, wherein the display area to be classified in the reclassification interface floats above the plurality of display areas.
The blood cell image classification method according to claim 10 or 11, further comprising:

In response to the position adjustment operation of the display area to be classified, the display area to be classified after the adjusted position is displayed in the reclassification interface.
The blood cell image classification method according to claim 8, further comprising:

In response to the state hiding operation of the display area to be classified, setting the display area to be classified in a hidden state;

In response to a state display operation of the display area to be classified, the display area to be classified is set to be in a display state.
A blood cell image classification method, comprising:

Multiple category groups in the original classification result of the blood cell image are displayed on the display interface; wherein, the original classification result includes multiple classified category groups and uncategorized category groups, and the display interface uses multiple display areas to display multiple classified category groups. Classified category group, the unclassified display area is used to display the unclassified category group, each classified category group includes blood cell images of the same category in the original classification result, and the unclassified category group includes the undetermined category in the original classification result. blood cell images;

Displaying a reclassification interface in response to the reclassification instruction; wherein the reclassification interface is used to display the plurality of display areas and the unclassified display area, and the position of the unclassified display area always stays at the current reclassification on the interface;

receiving an adjustment instruction of a blood cell image to be classified in the unclassified display area, so as to move the blood cell image to be classified from the unclassified display area to the target display area of the blood cell image to be classified;

Save the final classification result of the blood cell image.
The blood cell image classification method according to claim 14, further comprising:

Receive an adjustment instruction of a blood cell image in the display area displayed on the reclassification interface, take the blood cell image as the blood cell image to be classified, and move from the display area to the unclassified display area.
The method for classifying blood cell images according to claim 14, wherein the multiple display areas in the original classification result in the reclassification interface and the unclassified display area do not block each other.
15. The method for classifying blood cell images according to claim 14, wherein the unclassified display area in the reclassification interface floats above a plurality of display areas in the original classification result.
The blood cell image classification method according to claim 16 or 7, further comprising:

In response to the position adjustment operation of the uncategorized display area, the uncategorized display area after the adjusted position is displayed in the re-categorization interface.
The blood cell image classification method according to claim 14, further comprising:

In response to the state hiding operation of the unclassified display area, setting the unclassified display area to be in a hidden state;

In response to the state display operation of the unsorted display area, the unsorted display area is set in a display state.
A blood cell image classification method, comprising:

Displaying multiple category groups in the original classification result of the blood cell image on the display interface; wherein the display interface uses multiple display areas to display multiple category groups, and one category group includes blood cells of the same category in the original classification result image;

Using a display area among the plurality of display areas as the display area to be classified for temporarily storing the blood cell images to be classified;

In response to the reclassification instruction, a reclassification interface is displayed; wherein the reclassification interface is used to display a plurality of display areas in the original classification result and a display area to be classified, and the position of the display area to be classified always stays at the current reclassification. on the classification interface;

receiving an adjustment instruction for a blood cell image to be classified in the to-be-classified display area, so as to move the to-be-classified blood cell image from the to-be-classified display area to a target display area of the to-be-classified blood cell image;

Save the final classification result of the blood cell image.
The blood cell image classification method according to claim 20, further comprising:

Receive an adjustment instruction of a blood cell image in the display area displayed on the reclassification interface, take the blood cell image as the blood cell image to be classified, and move from the display area to the display area to be classified.
The method for classifying blood cell images according to claim 20, wherein, using a display area in the plurality of display areas as the display area for temporarily storing the blood cell images to be classified to be classified includes:

Using a preset display area among the plurality of display areas as a display area for temporarily storing the blood cell images to be classified; and/or,

A selection instruction issued by the user based on the plurality of display areas is received, and the display area specified by the selection instruction is used as the display area to be temporarily stored for the blood cell image to be classified.
The method for classifying blood cell images according to claim 20, characterized in that, after said using a display area among the plurality of display areas as a display area for temporarily storing the blood cell images to be classified, the method further comprises:

A selection instruction issued by the user based on the plurality of display areas is received, and another display area designated by the selection instruction is used as the display area for temporarily storing the blood cell images to be classified to be classified.
The blood cell image classification method according to claim 20, further comprising:

In response to the state hiding operation of the display area to be classified, setting the display area to be classified in a hidden state;

In response to a state display operation of the display area to be classified, the display area to be classified is set to be in a display state.