CN115758461A - Medical image data storage safety detection system based on data analysis - Google Patents
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Abstract
The invention discloses a medical image data storage safety detection system based on data analysis, which belongs to the field of medical images and is used for solving the problem that medical image data is not combined with data importance degree to set matched safety storage strength; according to the invention, the safe storage of the medical image data is realized, and the adaptive safety detection strength is set for the medical image data according to data analysis.
Description
Technical Field
The invention belongs to the field of medical images, relates to a data storage safety detection technology, and particularly relates to a medical image data storage safety detection system based on data analysis.
Background
Medical images refer to techniques and procedures for obtaining internal tissue images from medical or medical studies, and include the following two relatively independent directions of study: the system comprises a medical imaging system and medical image processing, wherein the former refers to the process of image formation, and the latter refers to the further processing of an obtained image, and the purpose of the system is to restore an original image which is not clear enough, highlight certain characteristic information in the image, or perform mode classification on the image, and the like;
medical image data needs corresponding safe storage capacity due to the fact that the medical image data relates to privacy information of patients, but matched safe storage strength is not set according to the data importance degree of the medical image data, so that the medical image data is easy to leak or be checked;
therefore, a medical image data storage safety detection system based on data analysis is provided.
Disclosure of Invention
Aiming at the defects in the prior art, the invention aims to provide a medical image data storage safety detection system based on data analysis.
The technical problem to be solved by the invention is as follows:
how to realize the safe storage of the medical image data and how to set the adaptive safe detection strength for the medical image data according to the data analysis.
The purpose of the invention can be realized by the following technical scheme:
a medical image data storage safety detection system based on data analysis comprises a data acquisition module, a user terminal, a force setting module, a safety detection module, a storage distribution module, a data classification module and a server; the user terminal is used for uploading medical image data and sending the medical image data to the server; the data acquisition module is used for acquiring file format data, file memory data and file grade data of the medical image data in the server and sending the file format data, the file memory data and the file grade data to the server, and the server sends the file format data to the data classification module, the file memory data to the storage distribution module and the file grade data to the strength setting module;
the data classification module is used for classifying the medical image data to obtain the file type of the medical image data and feeding the file type of the medical image data back to the server, and the server sends the file type of the medical image data to the storage distribution module;
the force setting module is used for setting the security detection force of the medical image data, the file grade of the obtained medical image data is fed back to the server, and the server sends the file grade of the medical image data to the storage distribution module; the storage distribution module is used for performing distribution storage on the medical image data;
the storage distribution module is also connected with a virtual server and guides the medical image data into the virtual server, the data acquisition module is used for acquiring real-time sector data of each file in the medical image data in the virtual server and initial sector data of each file in the medical image data in the server and sending the real-time sector data and the initial sector data to the server, and the server sends the real-time sector data and the initial sector data to the safety detection module; the safety detection module is used for detecting the storage safety of the medical image data, detecting and generating a potential safety hazard signal or a safety normal signal and feeding back the potential safety hazard signal or the safety normal signal to the server, the server sends the potential safety hazard signal or the safety normal signal to the user terminal, and the user terminal performs corresponding operation after receiving the potential safety hazard signal or the safety normal signal.
Further, the file format data is the file format of each file in the medical image data; the file memory data is the file memory size of each file in the medical image data; the file grade data is the file grade of each file in the medical image data.
Further, the file grades comprise a first file grade, a second file grade and a third file grade, wherein the grade of the first file grade is higher than that of the second file grade, and the grade of the second file grade is higher than that of the third file grade.
Further, the classification process of the data classification module is specifically as follows:
acquiring the file format of each file in the medical image data;
dividing each file in the medical image data into a document file, a file and an audio-video file according to a file format;
respectively counting the number of document files, files and audio-video files;
if the number of the document files is the maximum value, the file type of the medical image data is the medical image file data;
if the number of the image files is the maximum value, the file type of the medical image data is the medical image data;
if the number of the video files is the maximum value, the file type of the medical image data is the medical image video data.
Further, the setting process of the force setting module is specifically as follows:
acquiring file grade data of each file in the medical image data to obtain the file grade of each file in the medical image data;
respectively counting the number of files at a first file level, the number of files at a second file level and the number of files at a third file level in the medical image data;
if the file number of the first file level is the maximum value, the file level of the medical image data is the first file level, if the file number of the second file level is the maximum value, the file level of the medical image data is the second file level, and if the file number of the third file level is the maximum value, the file level of the medical image data is the third file level.
Further, the working process of the virtual server is specifically as follows:
a simulation machine runs in the simulation server, a file folder in the virtual machine is provided with a virus file, and a disinfection tool is arranged in the simulation machine;
and uploading the medical image data to the simulation server, and storing the medical image data in a folder which is the same as the virus file.
Further, the working process of the storage distribution module is specifically as follows:
acquiring the file memory size of each file in the medical image data;
adding and summing the file memory size of each file to obtain the total file memory of the medical image data;
then acquiring the file type of the medical image data;
if the file type of the medical image data is the medical image file data, storing the medical image data into a file storage area;
if the file type of the medical image data is medical image picture data, storing the medical image data into a picture storage area;
if the file type of the medical image data is medical image audio-video data, storing the medical image data into an audio-video storage area;
and finally, acquiring the file grade of the medical image data, if the file grade is a first safety grade, storing the medical image data into an encrypted file storage area, an encrypted picture storage area or an encrypted sound and video storage area, if the file grade is a second safety grade, storing the medical image data into a verified file storage area, a verified picture storage area or a verified sound and video storage area, and if the file grade is a third safety grade, storing the medical image data into a public file storage area, a public picture storage area or a public sound and video storage area.
Further, the file storage area comprises an encrypted file storage area, an authenticated file storage area and a public file storage area;
the picture storage area comprises an encrypted picture storage area, a verification picture storage area and a public picture storage area;
the sound and video storage area comprises an encrypted sound and video storage area, a verified sound and video storage area and a public sound and video storage area.
Further, the detection process of the security detection module is specifically as follows:
comparing the real-time sector data and the initial sector data of each file in the medical image data, and comparing the real-time sector data of each file in the medical image data with the corresponding initial sector data;
if the initial sector data of any file in the medical image data changes, generating a potential safety hazard signal;
and if the initial sector data of all the files in the medical image data are not changed, generating a safe and normal signal.
Compared with the prior art, the invention has the beneficial effects that:
1. the medical image data is classified by the data classification module, the file type of the obtained medical image data is sent to the storage distribution module, meanwhile, the security detection strength of the medical image data is set by the strength setting module, the file grade of the obtained medical image data is sent to the storage distribution module, and the storage distribution module is used for carrying out distribution storage on the medical image data;
2. the storage distribution module is also connected with a virtual server, medical image data are led into the virtual server, the data acquisition module acquires real-time sector data of each file in the medical image data in the virtual server and initial sector data of each file in the medical image data in the server and sends the real-time sector data and the initial sector data to the safety detection module, the safety detection module detects the storage safety of the medical image data, and a potential safety hazard signal or a safety normal signal is generated.
Drawings
In order to facilitate understanding for those skilled in the art, the present invention will be further described with reference to the accompanying drawings.
FIG. 1 is an overall system block diagram of the present invention.
Detailed Description
The technical solutions of the present invention will be described clearly and completely with reference to the following embodiments, and it should be understood that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1, a medical image data storage security detection system based on data analysis includes a data acquisition module, a user terminal, a force setting module, a security detection module, a storage distribution module, a data classification module, and a server;
in specific implementation, the user terminal is used for registering a login system after a user inputs personal information and sending the personal information to the server for storage;
the personal information comprises the name of a user, the mobile phone number of real-name authentication and the like;
in this embodiment, the user terminal is configured to upload medical image data and send the medical image data to the server; the medical image data can be CT influence, nuclear magnetic resonance image, B-ultrasonic image and the like, and meanwhile, the medical image data is not limited to a file format and can be uploaded as long as the file format is supported by the system;
the data acquisition module is used for acquiring file format data, file memory data and file grade data of the medical image data in the server and sending the file format data, the file memory data and the file grade data to the server;
it should be specifically noted that the file format data is a file format of each file in the medical image data, where the file format includes nifti, par/rec, analyze, doc, jpg, png, and the like, and in this embodiment, we prefer the medical image data to be doc, jpg, and MP4 formats; the file memory data is the file memory size of each file in the medical image data; the file grade data is the file grade of each file in the medical image data;
the file grades comprise a first file grade, a second file grade and a third file grade, the first file grade is higher than the second file grade, the second file grade is higher than the third file grade, for example, the third file grade can be viewed by the public, the second file grade can be viewed after the medical staff is authorized and verified, the first file grade can be viewed by the medical staff specially or appointed, and other staff cannot view the first file grade;
the data classification module is used for classifying the medical image data, and the classification process specifically comprises the following steps:
acquiring a file format of each file in the medical image data;
dividing each file in the medical image data into a document file, a file and an audio-video file according to a file format;
respectively counting the number of document files, files and audio-video files;
if the number of the document files is the maximum value, the file type of the medical image data is the medical image file data;
if the number of the image files is the maximum value, the file type of the medical image data is the medical image data;
if the number of the audio-video files is the maximum value, the file type of the medical image data is the medical image audio-video data;
the data classification module feeds back the file type of the medical image data to the server, and the server sends the file type of the medical image data to the storage distribution module;
the strength setting module is used for setting the safety detection strength of the medical image data, and the setting process is as follows:
acquiring file grade data of each file in the medical image data to obtain the file grade of each file in the medical image data;
respectively counting the number of files at a first file level, the number of files at a second file level and the number of files at a third file level in the medical image data;
if the file quantity of the first file level is the maximum value, the file level of the medical image data is the first file level, if the file quantity of the second file level is the maximum value, the file level of the medical image data is the second file level, and if the file quantity of the third file level is the maximum value, the file level of the medical image data is the third file level;
the force setting module feeds the file grade of the medical image data back to the server, and the server sends the file grade of the medical image data to the storage distribution module;
in this embodiment, the storage distribution module is configured to perform distribution storage on the medical image data, and the working process specifically includes the following steps:
acquiring the file memory size of each file in the medical image data;
adding and summing the file memory size of each file to obtain the total file memory of the medical image data;
then obtaining the file type of the obtained medical image data;
if the file type of the medical image data is the medical image file data, storing the medical image data into a file storage area; the file storage area comprises an encrypted file storage area, an authenticated file storage area and a public file storage area;
if the file type of the medical image data is medical image picture data, storing the medical image data into a picture storage area; the picture storage area comprises an encrypted picture storage area, a verification picture storage area and a public picture storage area;
if the file type of the medical image data is medical image audio-video data, storing the medical image data into an audio-video storage area; the system comprises a sound and video storage area, a verification sound and video storage area and a public sound and video storage area, wherein the sound and video storage area comprises an encryption sound and video storage area, a verification sound and video storage area and a public sound and video storage area;
finally, file grades of the medical image data are obtained, if the file grades are in a first safety grade, the medical image data are stored in an encrypted file storage area, an encrypted picture storage area or an encrypted sound and video storage area, if the file grades are in a second safety grade, the medical image data are stored in a verified file storage area, a verified picture storage area or a verified sound and video storage area, and if the file grades are in a third safety grade, the medical image data are stored in a public file storage area, a public picture storage area or a public sound and video storage area;
the storage distribution module is also connected with a virtual server and guides the medical image data into the virtual server, the data acquisition module is used for acquiring real-time sector data of each file in the medical image data in the virtual server and initial sector data of each file in the medical image data in the server and sending the real-time sector data and the initial sector data to the server, and the server sends the real-time sector data and the initial sector data to the safety detection module;
the working process of the virtual server is as follows:
a simulation machine runs in the simulation server, a file folder in the virtual machine is provided with a virus file, and a disinfection tool is arranged in the simulation machine;
it should be noted that the virus file is an implanted virus capable of invading and tampering data of medical image data, and the virus file only exists in the folder of the virtual machine;
uploading the medical image data to a simulation server, and storing the medical image data to a folder the same as the virus file;
in this embodiment, the security detection module is configured to detect the storage security of the medical image data, and the detection process specifically includes:
comparing the real-time sector data and the initial sector data of each file in the medical image data, and comparing the real-time sector data of each file in the medical image data with the corresponding initial sector data;
if the initial sector data of any file in the medical image data changes, generating a potential safety hazard signal;
if the initial sector data of all the files in the medical image data are not changed, generating a safe and normal signal;
the safety detection module feeds back the potential safety hazard signals or the safety normal signals to the server, the server sends the potential safety hazard signals or the safety normal signals to the user terminal, and the user terminal performs corresponding operation after receiving the potential safety hazard signals or the safety normal signals, for example, the storage safety of medical image data is improved.
A medical image data storage safety detection system based on data analysis is characterized in that when the system works, a user terminal uploads medical image data and sends the medical image data to a server, a data acquisition module is used for acquiring file format data, file memory data and file grade data of the medical image data in the server, the file format data, the file memory data and the file grade data are sent to the server, the server sends the file format data to a data classification module, the server sends the file memory data to a storage distribution module, and the server sends the file grade data to a strength setting module;
classifying the medical image data through a data classification module, acquiring a file format of each file in the medical image data, dividing each file in the medical image data into a document file, a file and an audio-visual file according to the file format, respectively counting the number of the document file, the file and the audio-visual file, if the number of the document file is the maximum value, the file type of the medical image data is the medical image file data, if the number of the image files is the maximum value, the file type of the medical image data is the medical image picture data, if the number of the audio-visual file is the maximum value, the file type of the medical image data is the medical image audio-visual data, feeding the file type of the medical image data back to a server through the data classification module, and sending the file type of the medical image data to a storage distribution module through the server;
meanwhile, the security detection strength of the medical image data is set through a strength setting module, file grade data of each file in the medical image data is obtained, the file grade of each file in the medical image data is obtained, the number of the files in a first file grade, the number of the files in a second file grade and the number of the files in a third file grade in the medical image data are counted respectively, if the number of the files in the first file grade is the maximum value, the file grade of the medical image data is the first file grade, if the number of the files in the second file grade is the maximum value, the file grade of the medical image data is the second file grade, if the number of the files in the third file grade is the maximum value, the file grade of the medical image data is the third file grade, the strength setting module feeds the file grade of the medical image data back to a server, and the server sends the file grade of the medical image data to a storage distribution module;
the medical image data is stored in a distributed mode through a storage and distribution module, the file memory size of each file in the medical image data is obtained, the file memory size of each file is added and summed to obtain the total file memory of the medical image data, the file type of the obtained medical image data is obtained, if the file type of the medical image data is the medical image file data, the medical image data is stored in a file storage area, if the file type of the medical image data is the medical image picture data, the medical image data is stored in a picture storage area, if the file type of the medical image data is the medical image sound and image data, the medical image data is stored in a sound and image storage area, finally the file grade of the medical image data is obtained, if the first safety grade is adopted, the medical image data is stored in an encrypted file storage area, an encrypted picture storage area or an encrypted sound and image storage area, if the second safety grade is adopted, the medical image data is stored in a verified file storage area, a verified picture storage area or a verified sound and image storage area, and if the third safety grade is adopted, the medical image data is stored in a public file storage area, a public image storage area or a public image storage area;
the storage distribution module is also connected with a virtual server and guides the medical image data into the virtual server, the data acquisition module acquires real-time sector data of each file in the medical image data in the virtual server and initial sector data of each file in the medical image data in the server and sends the real-time sector data and the initial sector data to the server, and the server sends the real-time sector data and the initial sector data to the safety detection module;
the method comprises the steps that the storage safety of medical image data is detected through a safety detection module, real-time sector data and initial sector data of each file in the medical image data are compared, if the initial sector data of any file in the medical image data change, a potential safety hazard signal is generated, if the initial sector data of all files in the medical image data do not change, a safety normal signal is generated, the safety detection module feeds the potential safety hazard signal or the safety normal signal back to a server, the server sends the potential safety hazard signal or the safety normal signal to a user terminal, and the user terminal performs corresponding operation after receiving the potential safety hazard signal or the safety normal signal.
The formulas are all calculated by removing dimensions and taking numerical values, the formula is a formula for obtaining the latest real situation by collecting a large amount of data and carrying out software simulation, the weight coefficient and the scale coefficient are specific numerical values obtained by quantizing each parameter, and the subsequent comparison is convenient.
The preferred embodiments of the invention disclosed above are intended to be illustrative only. The preferred embodiments are not intended to be exhaustive or to limit the invention to the precise form disclosed. Obviously, many modifications and variations are possible in light of the above teaching. The embodiments were chosen and described in order to best explain the principles of the invention and the practical application, to thereby enable others skilled in the art to best understand the invention for and utilize the invention. The invention is limited only by the claims and their full scope and equivalents.
Claims (9)
1. A medical image data storage safety detection system based on data analysis is characterized by comprising a data acquisition module, a user terminal, a force setting module, a safety detection module, a storage distribution module, a data classification module and a server; the system comprises a user terminal, a server, a data acquisition module, a data classification module, a storage distribution module and a strength setting module, wherein the user terminal is used for uploading medical image data and sending the medical image data to the server, the data acquisition module is used for acquiring file format data, file memory data and file grade data of the medical image data in the server and sending the file format data, the file memory data and the file grade data to the server, and the server sends the file format data to the data classification module, the file memory data to the storage distribution module and the file grade data to the strength setting module;
the data classification module is used for classifying the medical image data to obtain the file type of the medical image data and feeding the file type back to the server, and the server sends the file type of the medical image data to the storage distribution module;
the force setting module is used for setting the safety detection force of the medical image data, the file grade of the obtained medical image data is fed back to the server, and the server sends the file grade of the medical image data to the storage distribution module; the storage distribution module is used for performing distribution storage on the medical image data;
the storage distribution module is also connected with a virtual server and guides the medical image data into the virtual server, the data acquisition module is used for acquiring real-time sector data of each file in the medical image data in the virtual server and initial sector data of each file in the medical image data in the server and sending the real-time sector data and the initial sector data to the server, and the server sends the real-time sector data and the initial sector data to the safety detection module; the safety detection module is used for detecting the storage safety of the medical image data, detecting and generating a potential safety hazard signal or a safety normal signal and feeding back the potential safety hazard signal or the safety normal signal to the server, the server sends the potential safety hazard signal or the safety normal signal to the user terminal, and the user terminal performs corresponding operation after receiving the potential safety hazard signal or the safety normal signal.
2. The medical image data storage security inspection system based on data analysis as claimed in claim 1, wherein the file format data is a file format of each file in the medical image data; the file memory data is the file memory size of each file in the medical image data; the file grade data is the file grade of each file in the medical image data.
3. The system of claim 2, wherein the file class comprises a first file class, a second file class and a third file class, the first file class has a higher class than the second file class, and the second file class has a higher class than the third file class.
4. The system for medical image data storage security inspection based on data analysis as claimed in claim 1, wherein the data classification module is configured to perform the following classification process:
acquiring the file format of each file in the medical image data;
dividing each file in the medical image data into a document file, a file and an audio-video file according to a file format;
respectively counting the number of document files, files and audio-video files;
if the number of the document files is the maximum value, the file type of the medical image data is the medical image file data;
if the number of the image files is the maximum value, the file type of the medical image data is the medical image data;
if the number of the video files is the maximum value, the file type of the medical image data is the medical image video data.
5. The medical image data storage security detection system based on data analysis according to claim 1, wherein the setting process of the force setting module is as follows:
acquiring file grade data of each file in the medical image data to obtain the file grade of each file in the medical image data;
respectively counting the number of files at a first file level, the number of files at a second file level and the number of files at a third file level in the medical image data;
if the file number of the first file level is the maximum value, the file level of the medical image data is the first file level, if the file number of the second file level is the maximum value, the file level of the medical image data is the second file level, and if the file number of the third file level is the maximum value, the file level of the medical image data is the third file level.
6. The medical image data storage security detection system based on data analysis as claimed in claim 1, wherein the virtual server specifically operates as follows:
a simulation machine runs in the simulation server, a file folder in the virtual machine is provided with a virus file, and a disinfection tool is arranged in the simulation machine;
and uploading the medical image data to the simulation server, and storing the medical image data to a folder the same as the virus file.
7. The medical image data storage safety detection system based on data analysis according to claim 1, wherein the storage distribution module specifically works as follows:
acquiring the file memory size of each file in the medical image data;
adding and summing the file memory size of each file to obtain the total file memory of the medical image data;
then acquiring the file type of the medical image data;
if the file type of the medical image data is the medical image file data, storing the medical image data into a file storage area;
if the file type of the medical image data is medical image picture data, storing the medical image data into a picture storage area;
if the file type of the medical image data is medical image audio-video data, storing the medical image data into an audio-video storage area;
and finally, acquiring the file grade of the medical image data, if the file grade is a first safety grade, storing the medical image data into an encrypted file storage area, an encrypted picture storage area or an encrypted sound and video storage area, if the file grade is a second safety grade, storing the medical image data into a verified file storage area, a verified picture storage area or a verified sound and video storage area, and if the file grade is a third safety grade, storing the medical image data into a public file storage area, a public picture storage area or a public sound and video storage area.
8. The medical image data storage security detection system based on data analysis according to claim 7, wherein the file storage area comprises an encrypted file storage area, an authenticated file storage area and a public file storage area;
the picture storage area comprises an encrypted picture storage area, a verification picture storage area and a public picture storage area;
the sound and video storage area comprises an encrypted sound and video storage area, a verified sound and video storage area and a public sound and video storage area.
9. The medical image data storage security detection system based on data analysis according to claim 1, wherein the detection process of the security detection module is as follows:
comparing the real-time sector data and the initial sector data of each file in the medical image data, and comparing the real-time sector data of each file in the medical image data with the corresponding initial sector data;
if the initial sector data of any file in the medical image data changes, generating a potential safety hazard signal;
and if the initial sector data of all the files in the medical image data are not changed, generating a safe and normal signal.
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| CN117201768A (en) * | 2023-11-08 | 2023-12-08 | 深圳市达瑞电子科技有限公司 | Image noise detection method and system for high-definition video file |
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