CN110209506B - Data processing system, method, computer device and readable storage medium - Google Patents
Data processing system, method, computer device and readable storage medium Download PDFInfo
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
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- G06F9/543—User-generated data transfer, e.g. clipboards, dynamic data exchange [DDE], object linking and embedding [OLE]
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
- G06F9/54—Interprogram communication
- G06F9/544—Buffers; Shared memory; Pipes
Abstract
The present application relates to a data processing system, method, computer device and readable storage medium. The system comprises a data module, a calculation module and a data transmission module; the data module is in communication connection with the computing module through the data transmission module; the computing module is used for processing the data stored in the data module; the data module comprises a plurality of layers of data units, wherein the first layer of data unit is used for storing basic metadata, and the nth layer of data unit is used for storing result data and processing process data; the result data is the data after the calculation module processes the data stored in the data unit of the n-1 layer, and the processing data is the operation process of the calculation module processing the data stored in the data unit of the n-1 layer. The system can realize result data sharing among applications, can realize sharing of operation processes among different applications, and can not cover original data in the data processing process, thereby improving the data processing efficiency.
Description
Technical Field
The present application relates to the field of computer technologies, and in particular, to a data processing system, a data processing method, a computer device, and a readable storage medium.
Background
In the composition structure of the computer, the memory is one of the important components in the computer due to the characteristic of faster access speed, and all the programs are executed in the memory, and in some cases, various application programs are also required to process the data in the memory, for example, in the medical image processing process, for a medical image sequence, different doctors may be required to perform different operations on the image processing to complete the image analysis.
In the conventional technology, one application generally processes target data in a memory, and updates the processed target data in the memory, and when another application needs to process the target data, the processed target data is modified again, and the modified target data is updated again in the memory.
However, when the conventional technology implements data processing, real-time data and processing functions cannot be shared.
Disclosure of Invention
In view of the foregoing, it is necessary to provide a data processing system, a method, a computer device, and a readable storage medium, for solving the problem that the conventional technology cannot realize the sharing of real-time data and processing functions when realizing data processing.
In a first aspect, an embodiment of the present application provides a data processing system, including: the device comprises a data module, a calculation module and a data transmission module; the data module is in communication connection with the computing module through the data transmission module;
the computing module is used for processing the data stored in the data module;
the data module comprises a plurality of layers of data units, wherein the first layer of data unit is used for storing basic metadata, and the nth layer of data unit is used for storing result data and processing process data; the result data is data obtained after the calculation module processes data stored in the data unit of the (n-1) th layer, and the processing data is an operation process of the calculation module processing data stored in the data unit of the (n-1) th layer.
The data processing system comprises a data module, a calculation module and a data transmission module, wherein the data module is in communication connection with the calculation module through the data transmission module, the calculation module is used for processing data stored in the data module, the data module comprises a plurality of layers of data units, the first layer of data units are used for storing basic metadata, and the nth layer of data units are used for storing result data and processing process data. Because the data module in the system stores the basic metadata, the result data of each processing process and the processing process data, the system can realize the result data sharing among the applications, can realize the sharing of the operation process among different applications, and can not cover the original data in the data processing process, thereby improving the data processing efficiency. Furthermore, if a plurality of threads process the stored data at the same time, the result data and the processing process data can be shared among the threads.
In one embodiment, the system further comprises: the application module is in communication connection with the data module and the computing module through the data transmission module respectively;
the application module is used for acquiring a first user instruction and sending the first user instruction to the computing module, wherein the first user instruction is used for instructing the computing module to process the data stored in the data module.
In one embodiment, the application module is further configured to receive the result data and/or the processing procedure data sent by the data transmission module, and display the result data and/or the processing procedure data.
In one embodiment, the data module is further configured to receive a second user instruction sent by the data transmission module; the second user instruction comprises an identification of the result data to be stored and/or an identification of the process data;
and the data module is also used for storing the identifier of the result data and/or the data corresponding to the identifier of the processing process data to a hard disk according to the second user instruction.
In a second aspect, an embodiment of the present application provides a data processing method, which is applied to a data processing system, where the data processing system includes a data module, a calculation module, and a data transmission module; the method comprises the following steps:
the computing module processes the data stored in the data module to obtain result data and processing process data;
the data module acquires the result data and the processing process data through the data transmission module and stores the result data and the processing process data; the data module comprises a plurality of layers of data units, wherein a first layer of data unit is used for storing basic metadata, and an nth layer of data unit is used for storing the result data and the processing procedure data; the result data is data obtained after the calculation module processes data stored in the data unit of the (n-1) th layer, and the processing data is an operation process of the calculation module processing data stored in the data unit of the (n-1) th layer.
In one embodiment, the system further comprises an application module, and the method further comprises:
the application module acquires a first user instruction and sends the first user instruction to the computing module;
and the computing module processes the data stored in the data module according to the first user instruction.
In one embodiment, the method further comprises:
and the application module receives the result data and/or the processing process data sent by the data transmission module and displays the result data and/or the processing process data.
In one embodiment, the method further comprises:
the data module receives a second user instruction sent by the data transmission module, and stores the identifier of the result data and/or the data corresponding to the identifier of the processing process data to a hard disk according to the second user instruction; wherein the second user instruction comprises an identification of the result data to be stored and/or an identification of the process data.
In a third aspect, an embodiment of the present application provides a computer device, including a memory and a processor, where the memory stores a computer program, and the processor implements the following steps when executing the computer program:
processing the data stored in the data module to obtain result data and processing process data;
acquiring the result data and the processing process data, and storing the result data and the processing process data; the data module comprises a plurality of layers of data units, wherein a first layer of data unit is used for storing basic metadata, and an nth layer of data unit is used for storing the result data and the processing procedure data; the result data is data obtained after the processor processes data stored in the n-1 th data unit, and the processing process data is an operation process of the processor processing data stored in the n-1 th data unit.
In a fourth aspect, an embodiment of the present application provides a computer-readable storage medium, on which a computer program is stored, where the computer program, when executed by a processor, implements the following steps:
processing the data stored in the data module to obtain result data and processing process data;
acquiring the result data and the processing process data, and storing the result data and the processing process data; the data module comprises a plurality of layers of data units, wherein a first layer of data unit is used for storing basic metadata, and an nth layer of data unit is used for storing the result data and the processing procedure data; the result data is data obtained after the processor processes data stored in the n-1 th data unit, and the processing process data is an operation process of the processor processing data stored in the n-1 th data unit.
According to the data processing method, the computer device and the readable storage medium, the data module stores the basic metadata, the result data of each processing process and the processing process data, so that the result data sharing among applications can be realized, the sharing of the operation processes among different applications can be realized, the original data cannot be covered in the data processing process, and the data processing efficiency is improved. Furthermore, if a plurality of threads process the stored data at the same time, the result data and the processing process data can be shared among the threads.
Drawings
FIG. 1 is a block diagram of a data processing system, according to an embodiment;
FIG. 2 is a block diagram of a data processing system according to another embodiment;
FIG. 3 is a flow diagram illustrating a data processing method, according to an embodiment;
fig. 4 is a schematic internal structural diagram of a computer device according to an embodiment.
Description of reference numerals:
11: a data module; 12: a calculation module; 13: a data transmission module;
14: an application module; 110: a first layer data unit;
112: an n-1 th layer data unit; 114: an nth data unit.
Detailed Description
The data processing system provided by the application can be suitable for the image processing process in the medical field. Generally, when a doctor processes an image sequence, the previous doctor's processing result of the image sequence is needed, and data about the image sequence is shared by a plurality of doctors. In the conventional technology, image data to be processed is usually stored in a memory, and after one application processes target data in the memory, the target data is updated in the memory, and if another application also needs to process the target data, the updated target data is modified again, and the modified target data is updated again in the memory. Therefore, it can be seen that, in the conventional technology, only the final result of the target data is shared, and the processing procedure and the intermediate result thereof cannot be shared.
In order to make the objects, technical solutions and advantages of the present application more apparent, the technical solutions in the embodiments of the present application are further described in detail by the following embodiments in conjunction with the accompanying drawings. It should be understood that the specific embodiments described herein are merely illustrative of the present application and are not intended to limit the present application.
Fig. 1 is a schematic structural diagram of a data processing system according to an embodiment. As shown in fig. 1, the data processing system includes: a data module 11, a calculation module 12 and a data transmission module 13; the data module 11 is in communication connection with the computing module 12 through the data transmission module 13; the calculation module 12 is configured to process the data stored in the data module 11; the data module 11 comprises a plurality of layers of data units, wherein a first layer of data unit 110 is used for storing basic metadata, and an nth layer of data unit 114 is used for storing result data and processing process data; the result data is data obtained by processing the data stored in the n-1 layer data unit 112 by the calculation module 12, and the processing data is an operation process of processing the data stored in the n-1 layer data unit 112 by the calculation module 12.
Specifically, the data module 11 and the calculation module 12 are connected through the data transmission module 13 in a communication manner, optionally, the communication manner may be to transmit "0/1" level parameters, or may also be to send specific information data, and the connection manner may be a wired connection or a wireless connection. When a wireless connection is adopted, optionally, the data module 11, the calculation module 12, and the data transmission module 13 may further include a wireless signal receiving circuit, where the wireless signal receiving circuit may include: antenna, radio frequency circuit, baseband processing chip, etc.
The calculating module 12 may process the data stored in the data module 11, and the processing procedure may be different processing performed by using different applications. The data module 11 includes multiple layers of data units, and the first layer of data unit 110 stores basic metadata, which may be an image sequence acquired by a patient during a certain examination in the medical field, for example, an X-ray image, a magnetic resonance image, and the like. The nth data unit 114 of the data module 11 stores result data and processing procedure data obtained after the calculation module 12 processes data stored in the nth data unit 112 of the layer 1, where the processing procedure data may be a specific operation procedure executed by the calculation module 12 on the data stored in the nth data unit 112 of the layer 1, or may be an algorithm procedure used when the calculation module 12 processes the stored data, where n is a positive integer greater than 1.
In one embodiment, n is 2, layer n data unit 114 is a layer two data unit, layer n-1 data unit 112 is a first layer data unit 110, and first layer data unit 110 stores basic metadata; the second layer data unit stores second layer result data and processing procedure data, the result data is data obtained by processing data, namely basic metadata, stored in the first layer data unit 110 by the computing module 12, and the processing procedure data is an operation procedure by processing data, namely basic metadata, stored in the first layer data unit 110 by the computing module 12.
In one embodiment, n is 3, the nth layer data unit 114 is a third layer data unit, and the n-1 layer data unit 112 is a second layer data unit; the third layer data unit stores third layer result data and third layer processing data, the third layer result data is data obtained by processing the data stored in the second layer data unit by the computing module 12, and the third layer processing data is an operation process of processing the data stored in the second layer data unit by the computing module 12; the second layer data unit stores second layer result data and second layer processing data, the second layer result data is data obtained by processing data, namely basic metadata, stored in the first layer data unit 110 by the computing module 12, and the second layer processing data is an operation process of processing data, namely basic metadata, stored in the first layer data unit 110 by the computing module 12.
By analogy, a system and a method for processing the n-layer data units under the condition that n is more than or equal to 4 can be obtained. When the computing module 12 needs to acquire the data in the data module 11 for processing, the data module 11 transmits the data to the computing module 12 through the data transmission module 13. Optionally, when the computing module 12 needs to use different applications to process data in the data module 11, it may enable different threads to execute different application programs at the same time, and result data and processing procedures obtained when different threads execute at the same time may also be shared. Furthermore, the data in the data module 11 is the data stored in the memory, so that the computing module 12 can quickly obtain the data when the data needs to be processed, and operations such as reloading are not required.
Optionally, the data module 11 is further configured to receive a second user instruction sent by the data transmission module 13, where the second user instruction includes an identifier of result data to be stored and/or an identifier of processing procedure data, and then the data module 11 may store, according to the second user instruction, data corresponding to the identifier of the result data and/or the identifier of the processing procedure data in the hard disk.
The result data and the processing procedure data may have an identifier uniquely determining the result data and the processing procedure data, and the data module 11 may store the data to be stored in the hard disk according to a storage instruction of a user, so that corresponding data may be obtained from the hard disk in a series of subsequent processing procedures in which a certain result data is to be analyzed. Optionally, when the data size to be stored in the data module 11 is large, the features of the data to be stored may be extracted, and the features are stored in the database, so that the data features may be directly obtained through the database without loading all the data, thereby improving the efficiency of data processing.
For example, assuming that a certain basic metadata stored in the first layer data unit 110 is an image sequence, the first doctor needs to perform bone structure analysis on the image sequence by using the computing module 12 and obtain a rib segmentation result, and the rib segmentation result and the performed bone structure analysis process are stored in the second layer data unit of the data module 12. The second doctor needs to perform dual energy analysis on the image sequence by using the calculation module 12 to obtain a 70keV monoenergetic image, so that the 70keV monoenergetic image and the performed dual energy analysis process are also stored in the second layer data unit of the data module 12. Next, the third doctor wants to process the image sequence processed by the two last doctors, so that the processing result can be directly obtained from the data module 12, for example, the obtained 70keV monoenergetic image is analyzed by Review3D to obtain the arteriovenous separation result, the arteriovenous separation result and the performed Review3D analysis are stored in the third layer of data unit of the data module 12, and so on, that is, the data unit 114 on the nth layer of the data module 11 stores the result data and the processing process data of the calculation module 12 after processing the data stored in the data unit 112 on the nth-1 layer of the data module 12.
The data processing system provided by the embodiment comprises a data module, a calculation module and a data transmission module, wherein the data module is in communication connection with the calculation module through the data transmission module, the calculation module is used for processing data stored in the data module, the data module comprises a plurality of layers of data units, a first layer of data unit is used for storing basic metadata, and an nth layer of data unit is used for storing result data and processing process data. Because the data module in the system stores the basic metadata, the result data of each processing process and the processing process data, the system can realize the result data sharing among the applications, can realize the sharing of the operation process among different applications, and can not cover the original data in the data processing process, thereby improving the data processing efficiency. Furthermore, if a plurality of threads process the stored data at the same time, the result data and the processing process data can be shared among the threads.
Fig. 2 is a schematic structural diagram of a data processing system according to another embodiment. On the basis of the foregoing embodiment, as shown in fig. 2, optionally, the system further includes an application module 14, where the application module 14 is in communication connection with the data module 11 and the computation module 12 through the data transmission module 13, respectively; the application module 14 is configured to obtain a first user instruction, and send the first user instruction to the computing module 12, where the first user instruction is used to instruct the computing module 12 to process data stored in the data module 11.
Specifically, the application module 14 is in communication connection with the data module 11 and the calculation module 12 through the data transmission module 13, and optionally, the connection mode may be a wired connection or a wireless connection. When a wireless connection is used, the application module 14 may optionally further include a wireless signal receiving circuit.
After the application module 14 sends the acquired first user instruction to the calculation module 12, the calculation module 12 acquires corresponding data from the data module 11 according to the instruction and processes the data. Optionally, the first user instruction may be a mouse click, a text input, or a voice input of the user, which is not limited in this embodiment.
In one embodiment, the application module 14 is further configured to receive the result data and/or the processing procedure data sent by the data transmission module 13 and display the result data and/or the processing procedure data, so as to facilitate the user to view and track the processing procedure.
The data processing system provided in this embodiment further includes an application module, which is in communication connection with the data module and the computing module respectively through the data transmission module, the application module is configured to obtain the first user instruction, and send the first user instruction to the computing module, and the computing module processes data stored in the data module according to the first user instruction. Because the application module in the system can realize the signaling interaction with the user, the intelligence of the system is improved.
In order to better understand the workflow of the data processing system, the following is a detailed description of a method embodiment.
Fig. 3 is a schematic flowchart of a data processing method according to an embodiment, where the data processing method is applied to the data processing system, the data processing system includes a data module, a calculation module, and a data transmission module, and the data processing method includes:
and S101, processing the data stored in the data module by the computing module to obtain result data and processing process data.
S102, a data module acquires the result data and the processing process data through the data transmission module and stores the result data and the processing process data; the data module comprises a plurality of layers of data units, wherein a first layer of data unit is used for storing basic metadata, and an nth layer of data unit is used for storing the result data and the processing procedure data; the result data is data obtained after the calculation module processes data stored in the data unit of the (n-1) th layer, and the processing data is an operation process of the calculation module processing data stored in the data unit of the (n-1) th layer.
Specifically, the data module includes multiple layers of data units, where a first layer of data unit is used to store basic metadata, and an nth layer of data unit is used to store result data and processing procedure data of the calculation module for processing data stored in the nth-1 layer of data unit, where the processing procedure data may be a specific operation procedure executed by the calculation module on the data stored in the nth-1 layer of data unit. When the calculation module needs to acquire the data in the data module for processing, the data module transmits the data to the calculation module through the data transmission module.
Optionally, the data module may further receive a second user instruction sent by the data transmission module, and store the identifier of the result data and/or the data corresponding to the identifier of the processing process data to the hard disk according to the second user instruction; wherein the second user instruction comprises an identification of the result data to be stored and/or an identification of the process data.
Specifically, the result data and the processing procedure data may have an identifier uniquely determining the result data and the processing procedure data, and the data module may store the data to be stored in the hard disk according to a storage instruction of the user, so that corresponding data may be obtained from the hard disk in a series of subsequent processing procedures in which a certain result data is to be analyzed.
In one embodiment, if the system further includes an application module, the method further includes: the application module acquires a first user instruction and sends the first user instruction to the computing module; and the calculation module processes the data stored in the data module according to the first user instruction.
Specifically, after the application module sends the acquired first user instruction to the calculation module, the calculation module acquires corresponding data from the data module according to the instruction and processes the data. Optionally, the first user instruction may be a mouse click, a text input, or a voice input of the user, which is not limited in this embodiment.
In one embodiment, the method further includes: and the application module receives the result data and/or the processing process data sent by the data transmission module and displays the result data and/or the processing process data.
It should be understood that, although the various steps in the flowchart of fig. 3 are shown in order as indicated by the arrows, the steps are not necessarily performed in order as indicated by the arrows. The steps are not performed in the exact order shown and described, and may be performed in other orders, unless explicitly stated otherwise. Moreover, at least a portion of the steps in fig. 3 may include multiple sub-steps or multiple stages that are not necessarily performed at the same time, but may be performed at different times, and the order of performance of the sub-steps or stages is not necessarily sequential, but may be performed in turn or alternately with other steps or at least a portion of the sub-steps or stages of other steps.
In one embodiment, a computer device is provided, which may be a terminal, and its internal structure diagram may be as shown in fig. 4. The computer device includes a processor, a memory, a network interface, a display screen, and an input device connected by a system bus. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program, and a database. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The network interface of the computer device is used for communicating with an external terminal through a network connection. The computer program is executed by a processor to implement a data processing method. The display screen of the computer equipment can be a liquid crystal display screen or an electronic ink display screen, and the input device of the computer equipment can be a touch layer covered on the display screen, a key, a track ball or a touch pad arranged on the shell of the computer equipment, an external keyboard, a touch pad or a mouse and the like.
Those skilled in the art will appreciate that the architecture shown in fig. 4 is merely a block diagram of some of the structures associated with the disclosed aspects and is not intended to limit the computing devices to which the disclosed aspects apply, as particular computing devices may include more or less components than those shown, or may combine certain components, or have a different arrangement of components.
In one embodiment, a computer device is provided, comprising a memory and a processor, the memory having a computer program stored therein, the processor implementing the following steps when executing the computer program:
processing the data stored in the data module to obtain result data and processing process data;
acquiring the result data and the processing process data, and storing the result data and the processing process data; the data module comprises a plurality of layers of data units, wherein a first layer of data unit is used for storing basic metadata, and an nth layer of data unit is used for storing the result data and the processing procedure data; the result data is data obtained after the processor processes data stored in the n-1 th data unit, and the processing process data is an operation process of the processor processing data stored in the n-1 th data unit.
In one embodiment, the processor, when executing the computer program, further performs the steps of:
and acquiring a first user instruction, and processing the data stored in the data module according to the first user instruction.
In one embodiment, the processor, when executing the computer program, further performs the steps of:
and receiving and displaying the result data and/or the processing process data.
In one embodiment, the processor, when executing the computer program, further performs the steps of:
receiving a second user instruction, and storing the identifier of the result data and/or the data corresponding to the identifier of the processing process data to a hard disk according to the second user instruction; wherein the second user instruction comprises an identification of the result data to be stored and/or an identification of the process data.
The implementation principle and technical effect of the computer device provided in this embodiment are similar to those of the method embodiments described above, and are not described herein again.
In one embodiment, a computer-readable storage medium is provided, having a computer program stored thereon, which when executed by a processor, performs the steps of:
processing the data stored in the data module to obtain result data and processing process data;
acquiring the result data and the processing process data, and storing the result data and the processing process data; the data module comprises a plurality of layers of data units, wherein a first layer of data unit is used for storing basic metadata, and an nth layer of data unit is used for storing the result data and the processing procedure data; the result data is data obtained after the processor processes data stored in the n-1 th data unit, and the processing process data is an operation process of the processor processing data stored in the n-1 th data unit.
In one embodiment, the computer program when executed by the processor further performs the steps of:
and acquiring a first user instruction, and processing the data stored in the data module according to the first user instruction.
In one embodiment, the computer program when executed by the processor further performs the steps of:
and receiving and displaying the result data and/or the processing process data.
In one embodiment, the computer program when executed by the processor further performs the steps of:
receiving a second user instruction, and storing the identifier of the result data and/or the data corresponding to the identifier of the processing process data to a hard disk according to the second user instruction; wherein the second user instruction comprises an identification of the result data to be stored and/or an identification of the process data.
The implementation principle and technical effect of the computer-readable storage medium provided by this embodiment are similar to those of the above-described method embodiment, and are not described herein again.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware instructions of a computer program, which can be stored in a non-volatile computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. Any reference to memory, storage, database, or other medium used in the embodiments provided herein may include non-volatile and/or volatile memory, among others. Non-volatile memory can include read-only memory (ROM), Programmable ROM (PROM), Electrically Programmable ROM (EPROM), Electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), Dynamic RAM (DRAM), Synchronous DRAM (SDRAM), Double Data Rate SDRAM (DDRSDRAM), Enhanced SDRAM (ESDRAM), Synchronous Link DRAM (SLDRAM), Rambus Direct RAM (RDRAM), direct bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM).
The technical features of the above embodiments can be arbitrarily combined, and for the sake of brevity, all possible combinations of the technical features in the above embodiments are not described, but should be considered as the scope of the present specification as long as there is no contradiction between the combinations of the technical features.
The above-mentioned embodiments only express several embodiments of the present application, and the description thereof is more specific and detailed, but not construed as limiting the scope of the invention. It should be noted that, for a person skilled in the art, several variations and modifications can be made without departing from the concept of the present application, which falls within the scope of protection of the present application. Therefore, the protection scope of the present patent shall be subject to the appended claims.
Claims (10)
1. A data processing system, comprising: the device comprises a data module, a calculation module and a data transmission module; the data module is in communication connection with the computing module through the data transmission module; the system further comprises: the application module is in communication connection with the data module and the computing module through the data transmission module respectively;
the computing module is used for processing the data stored in the data module;
the data module comprises a plurality of layers of data units, wherein the first layer of data unit is used for storing basic metadata, and the nth layer of data unit is used for storing result data and processing process data; the result data is data obtained after the calculation module processes data stored in the data unit of the (n-1) th layer, and the processing data is an operation process of the calculation module processing the data stored in the data unit of the (n-1) th layer;
the application module is configured to receive the result data and/or the processing procedure data sent by the data transmission module, and display the result data and/or the processing procedure data, so as to implement result data sharing between different applications in the application module, and implement sharing of an operation procedure between different applications.
2. The system of claim 1, wherein the application module is further configured to obtain a first user instruction, and send the first user instruction to the computing module, wherein the first user instruction is configured to instruct the computing module to process the data stored in the data module.
3. The system of claim 1, wherein the data module is further configured to receive a second user command sent by the data transmission module; the second user instruction comprises an identification of the result data to be stored and/or an identification of the process data;
and the data module is also used for storing the identifier of the result data and/or the data corresponding to the identifier of the processing process data to a hard disk according to the second user instruction.
4. The system according to any one of claims 1 to 3, wherein the result data and/or the process data carries an identifier, and the identifier is used for uniquely determining the result data and the process data.
5. The system of any of claims 1-3, wherein the base metadata is a sequence of images acquired at the time of a medical examination.
6. A data processing method is characterized in that the data processing method is applied to a data processing system, and the data processing system comprises a data module, a calculation module, a data transmission module and an application module; the method comprises the following steps:
the computing module processes the data stored in the data module to obtain result data and processing process data;
the data module acquires the result data and the processing process data through the data transmission module and stores the result data and the processing process data; the data module comprises a plurality of layers of data units, wherein a first layer of data unit is used for storing basic metadata, and an nth layer of data unit is used for storing the result data and the processing procedure data; the result data is data obtained after the calculation module processes data stored in the data unit of the (n-1) th layer, and the processing data is an operation process of the calculation module processing the data stored in the data unit of the (n-1) th layer;
and the application module receives the result data and/or the processing process data sent by the data transmission module and displays the result data and/or the processing process data so as to realize the sharing of the result data among the applications and the sharing of the operation process among different applications.
7. The method of claim 6, further comprising:
the application module acquires a first user instruction and sends the first user instruction to the computing module;
and the computing module processes the data stored in the data module according to the first user instruction.
8. The method of claim 6, further comprising:
the data module receives a second user instruction sent by the data transmission module, and stores the identifier of the result data and/or the data corresponding to the identifier of the processing process data to a hard disk according to the second user instruction; wherein the second user instruction comprises an identification of the result data to be stored and/or an identification of the process data.
9. A computer device comprising a memory and a processor, the memory storing a computer program, characterized in that the processor realizes the steps of the method according to any of claims 6-8 when executing the computer program.
10. A computer-readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out the steps of the method according to any one of claims 6 to 8.
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