CN111883234A - Medical information system and image retrieval method thereof - Google Patents
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- CN111883234A CN111883234A CN202010775039.6A CN202010775039A CN111883234A CN 111883234 A CN111883234 A CN 111883234A CN 202010775039 A CN202010775039 A CN 202010775039A CN 111883234 A CN111883234 A CN 111883234A
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- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H30/00—ICT specially adapted for the handling or processing of medical images
- G16H30/20—ICT specially adapted for the handling or processing of medical images for handling medical images, e.g. DICOM, HL7 or PACS
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- G06—COMPUTING OR CALCULATING; COUNTING
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- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/51—Indexing; Data structures therefor; Storage structures
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- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/583—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/80—Information retrieval; Database structures therefor; File system structures therefor of semi-structured data, e.g. markup language structured data such as SGML, XML or HTML
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Abstract
The invention discloses a medical information system and an image retrieval method thereof, wherein the system overall design, the image retrieval page design, the design of DICOM conversion JPEG, the PHPMODULES interface design and the APPLET case browsing design are used as the contents of the sending method, the system overall design takes a client port as an operation foreground, and the client port is internally divided into a user login module, an image retrieval module and an information module; the image retrieval page is designed by utilizing AJAX to realize retrieval example image uploading energy, and two uploading systems are provided by locally loading images and loading images by a server. The invention divides the image in the database into the characteristic library, the image library and the connection library for storage, so that the management of the data is clearer and more reasonable, the retrieval efficiency is improved, only the cost of occupying part of the storage space is paid, and the cost ratio is favorable compared with the efficiency of the current hardware equipment and image retrieval on the whole, thereby having stronger use value.
Description
Technical Field
The invention relates to the technical field of medical information, in particular to a medical information system and an image retrieval method thereof.
Background
With the popularization and use of hospital information systems, a great deal of medical information is generated every day, including image information (CT, MR, etc.), clinical examination information, auxiliary diagnosis information, etc.; the resources are valuable wealth of hospitals, a lot of useful information can be mined from the resources, the resources can be used as diagnosis reference materials of doctors, diagnosis bases can be provided for teaching, and young doctors can be trained and the management concave of the hospitals can be guided. However, these medical resources are stored in their respective information systems, and some of them are structured in terms of their data types, such as personal information of patients stored in a database, etc.; some are unstructured, such as image information. The existence of heterogeneous data sources makes the mutual access among various information systems difficult, and thus, medical resources are difficult to fully play more roles. Therefore, it is a significant research topic for people to process the integration problem of heterogeneous data sources in medical resources and to unify and manage medical resources for convenient retrieval.
Therefore, a medical resource library system is researched and developed by a certain research institute, so that the high-efficiency retrieval of medical resources is realized, the utilization rate of the medical resources is greatly improved, and the medical resource library image retrieval system is an important subsystem of the medical resource library image retrieval system;
with the popularization of the Web technology and the development, popularization and application of the information technology, multimedia information mainly comprising images, sounds and videos quickly becomes the mainstream of information communication and service, and objects and methods of modern information processing are greatly changed; a large amount of various types of information are collected, transmitted, circulated and applied all over the world, and people are rapidly entering an information-oriented society. Due to the appearance and application of large-scale image databases, a great amount of image information is continuously generated every day (such as satellite, medical, security and other departments), so that a search tool with good performance is urgently needed, and a required image can be searched from the image database according to the visual characteristics and semantic information of the image. And the conventional keyword-based information query method (IR technology) cannot effectively support the query and retrieval of multimedia information. How to organize, express, store, manage, query, and retrieve these vast quantities of data is a significant challenge for traditional database technologies. Without an automatic and efficient description of the image and video data, a large amount of information is buried in the sea of information and cannot be retrieved when needed. Therefore, how to combine digital image processing, pattern recognition technology, computer vision technology and traditional database technology to establish an efficient image retrieval mechanism becomes a problem to be solved urgently at present.
Disclosure of Invention
The present invention is directed to a medical information system and an image retrieval method thereof, which solve the problems set forth in the background art.
In order to achieve the purpose, the invention provides the following technical scheme:
a medical information system and its image retrieval method, it is with the overall design of the system, the design of the page of image retrieval, design of DICOM conversion JPEG, PHPMODULES interface design, APPLET case browse design as the content of sending method, characterized by that: the method comprises the following five steps:
the method comprises the following steps: the overall design of the system takes a client port as an operation foreground, and the client port is internally divided into a user login module, an image retrieval module and an information module;
step two: the image retrieval page is designed by utilizing AJAX to realize retrieval example image uploading energy, and two uploading systems are provided by locally loading images and loading images by a server;
step three: the DICOM conversion JPEG is designed by realizing uploading of a local DICOM image to a server side in specific application according to an open source packet and simultaneously converting the DICOM image into a JPEG image;
step four: the PHPMODULES interface design comprises five functions, namely session opening, image retrieval, case acquisition, image acquisition and session closing;
step five: the APPLET case browsing design displays text information and image information for a user and related operations on images by adopting a small program APPLET in JAVA.
Further, the image upload function may use a hidden iframe to provide the form request, and set the CSS attribute display of the iframe to none, ensuring that the element can be used in the upload form.
Further, the opening of the session, the image retrieval, the case acquisition, the image acquisition and the session closing realize two functions, namely the image retrieval and the case information display, the realization of each function is a sequence relation, the image retrieval sequence is the opening of the session, the image retrieval and the session closing, the realization sequence of the case information display function is the opening of the session, the case acquisition, the image acquisition and the session closing, and the PHP language calling the API function compiled by the background C/C + + is realized through the two functions.
Further, the user login module enables the system to have the functions of user login, registration and logout, the image retrieval ensures uploading of local images, and the information module enables the system to have three pieces of patient information, diagnosis information and image information.
Further, the main form of the APPLET case browsing window is a Tab control, and the functions of the application case browsing window are divided into three parts, namely patient information, diagnosis information and image information.
Compared with the prior art, the invention has the beneficial effects that: the medical information system and the image retrieval method thereof are deeply researched through a medical image database and content-based image retrieval; because the medical image database has no mature structure model, a three-layer structure model is provided by researching and analyzing the structure characteristics of the database, the multimedia database and the medical image data and combining the division of a software architecture and software functions, and images in the database are decomposed into a feature library, an image library and a connection library for storage, so that the management of the data is clearer and more reasonable, the retrieval efficiency is improved, only the cost of occupying part of storage space is paid, the cost ratio is preferable compared with the efficiency of the current hardware equipment and image retrieval on the whole, and the medical image database has higher use value.
Drawings
FIG. 1 is a schematic flow chart of a client port of the present invention;
FIG. 2 is a schematic diagram of an image retrieval process according to the present invention;
FIG. 3 is a schematic diagram of an image conversion process according to the present invention;
fig. 4 is a functional representation of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious 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.
In the description of the present invention, it should be noted that the terms "upper", "lower", "inner", "outer", "front", "rear", "both ends", "one end", "the other end", and the like indicate orientations or positional relationships based on those shown in the drawings, and are only for convenience of description and simplicity of description, but do not indicate or imply that the referred device or element must have a specific orientation, be constructed in a specific orientation, and be operated, and thus, should not be construed as limiting the present invention. Furthermore, the terms "first" and "second" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance.
In the description of the present invention, it is to be noted that, unless otherwise explicitly specified or limited, the terms "mounted," "disposed," "connected," and the like are to be construed broadly, such as "connected," which may be fixedly connected, detachably connected, or integrally connected; can be mechanically or electrically connected; they may be connected directly or indirectly through intervening media, or they may be interconnected between two elements. The specific meanings of the above terms in the present invention can be understood in specific cases to those skilled in the art.
Example 1
Referring to fig. 1-4, the present invention provides an embodiment: a medical information system and its image retrieval method, it is with the overall design of the system, the design of the page of image retrieval, design of DICOM conversion JPEG, PHPMODULES interface design, APPLET case browse design as the content of sending method, characterized by that: the method comprises the following five steps:
the method comprises the following steps: the overall design of the system takes a client port as an operation foreground, and the client port is internally divided into a user login module, an image retrieval module and an information module;
step two: the image retrieval page is designed by utilizing AJAX to realize retrieval example image uploading energy, and two uploading systems are provided by locally loading images and loading images by a server;
step three: the DICOM conversion JPEG is designed by realizing uploading of a local DICOM image to a server side in specific application according to an open source packet, and simultaneously converting the DICOM image into a JPEG image so that the JPEG image can be displayed on a WEB page realized by PHP;
step four: the PHPMODULES interface design is that five functions are designed, namely session opening, image retrieval, case acquisition, image acquisition and session closing, the session opening is realized by session opening, interaction parties are connected, the image retrieval realizes the function of acquiring a retrieval result according to a reference image, the case acquisition realizes the reading of case structured information, the image acquisition realizes the reading of a result image, and the session closing realizes the disconnection of the interaction parties;
step five: the APPLET case browsing design displays text information and image information for a user and related operation food for the image by adopting a small program APPLET in JAVA.
Further, the image upload function may use a hidden iframe to provide a form request, set the CSS attribute display of the iframe to none, and ensure that the element can be used in uploading the form, so that the element is invisible to the end user, and when the image is uploaded to the server, the element is displayed next, which may be implemented by an AJAX request after the image is uploaded.
Furthermore, two functions of image retrieval and case information display are realized, wherein the functions are image retrieval and case information display, the function realization is a sequence relation, the image retrieval sequence is the session opening, the image retrieval and the session closing, the function realization sequence of case information display is the session opening, the case acquisition, the image acquisition and the session closing, and the PHP language calls the API function compiled by the background C/C + + through the two functions.
Furthermore, the user login module enables the system to have the functions of user login, registration and logout, the image retrieval ensures uploading of local images, and the information module enables the system to have three major pieces of patient information, diagnosis information and image information.
Further, a main form of an APPLET case browsing window is a Tab control, and the functions of the APPLET case browsing window are divided into three parts, namely patient information, diagnosis information and image information.
Example 2, referring to fig. 1-4, an implementation of a retrieval system.
Implementation of image retrieval page
The image uploading method includes that a name attribute is given to an iframe label, a target attribute in a form label can be used for transmitting a request to the hidden iframe, after the iframe is configured, any required uploading operation can be completed, then AJAX is used for executing other functions, and the base of an application program and a user page are created in an html file. Second, the DICOM converts JPEG implementation on this function, has adopted a third party to expand the bag, the main realization function is to convert DICOM picture uploaded into the image of JPEG form that the system can discern and transmit to the backstage supporter and process; third, realization of PHPMODULES interface
And secondly, realizing the API function of calling background C/C + + writing by a foreground PHP language by utilizing PHPMODULES, wherein five functions of session opening, session closing, case acquisition, sample image retrieval and image acquisition are required to be realized in the system.
Implementation of APPLET case browsing module
The system encapsulates a case and a sessionId according to a MARP protocol through a subsystem, sends the encapsulated XML character string to a background server to obtain case information, the server encapsulates the information and then sends the encapsulated information to the subsystem in the form of the XML character string, the subsystem correctly receives the character string and then analyzes the character string to judge whether the information is wrong, if the information is wrong, the case information and an image tertiary directory are extracted, the case information is displayed at the position of patient information and diagnostic information of a main window, the image tertiary directory obtained through analysis is used for loading an image file corresponding to the case from the server to a local memory, then the image file is displayed and operated through the image information, and when a program is finished and quitted, the case image under a local folder is deleted.
The case browsing system flow is mainly divided into the following 3 main parts:
(1) and in the interactive process, firstly, the case request is packaged in an XML character string, the request is sent after the server is connected, then the case information is obtained and stored, and finally the connection is closed. The module is responsible for completing information transmission by interaction with the server interface and data, and the process of the module interacting with the server interface and data is shown in fig. 1-4.
(2) XML character string analysis, case information and image information loading process.
(3) And loading and displaying the case information and the image information by the main interface.
And fifthly, the MRAP interface is connected with the background server, the ML character string including the case ID and the request type is sent to the server, and the XML character string of the case information corresponding to the case and the XML document of the image information are received.
And sixthly, the function realization class is mainly responsible for realizing the specific functions of the buttons for operating the images on the window body. The method specifically comprises the steps of adjusting the width and the window position of a picture window, realizing the function of picture color reversal by setting a flag inv flag position to redraw the picture, realizing the position of the picture window, realizing the size change of the picture by default, realizing the functions of drawing change zoom (int) and changing zoom (double), realizing the position movement of the picture, realizing the local amplification function (magnifying glass) of the picture by an updata (Graphcsg) function, realizing the clockwise rotation (the anticlockwise rotation is omitted) by the updata (Graphcsg) function, and redrawing the picture by setting the flag rotal R flag; turning up and down (left and right turning is omitted), redrawing the image by setting a flag bit flipUD _ flag, setting the rotated image, redrawing the image by setting a flag bit reset _ flag, displaying DICOM additional information on four corners of the image, and realizing by setStudyInfo (nsrDicomData); the image updating function is mainly used for realizing the image updating and reproducing operation after movement and local amplification (magnifying glass) and is realized through an updata (Graphcsg) function.
Seventh, the DICOM header information display type function codes are relatively independent and can be directly integrated from the dicommiewer package.
Eighthly, the DICOM data dictionary is used for loading the DICOM data dictionary when the DICOM file is analyzed, and the DICOM data dictionary is stored in a txt document form; the main function is nsrDicomDic, and the DICOM data dictionary is read into the memory according to groups and stored locally in a txt document form.
Ninthly, after loading the data dictionary, the DICOM file analysis class is used for solving the DICOM file
And analyzing and extracting all element information.
And the DICOM file loading class is mainly responsible for storing a function interface for extracting and setting the label and the element information thereof, so that other classes can obtain the element information corresponding to the analyzed image file label through the label number.
And eleventh, the image data class is used for realizing the shift storage of the pixel information of the image file, the setting of the corresponding display information and the rearrangement of the pixel elements when the image is rotated and displayed in a reversed mode.
And the thread management class is mainly responsible for loading image data in a program and displaying images in a multithread mode.
And thirteen, the XML data packet analysis is mainly responsible for analyzing the XML data packet sent by the server so as to obtain the required case data information.
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the spirit or essential attributes thereof. The present embodiments are therefore to be considered in all respects as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference sign in a claim should not be construed as limiting the claim concerned.
Claims (5)
1. A medical information system and its image retrieval method, it is with the overall design of the system, the design of the page of image retrieval, design of DICOM conversion JPEG, PHPMODULES interface design, APPLET case browse design as the content of sending method, characterized by that: the method comprises the following five steps:
the method comprises the following steps: the overall design of the system takes a client port as an operation foreground, and the client port is internally divided into a user login module, an image retrieval module and an information module;
step two: the image retrieval page is designed by utilizing AJAX to realize retrieval example image uploading energy, and two uploading systems are provided by locally loading images and loading images by a server;
step three: the DICOM conversion JPEG is designed by realizing uploading of a local DICOM image to a server side in specific application according to an open source packet and simultaneously converting the DICOM image into a JPEG image;
step four: the PHPMODULES interface design comprises five functions, namely session opening, image retrieval, case acquisition, image acquisition and session closing;
step five: the APPLET case browsing design displays text information and image information for a user and related operations on images by adopting a small program APPLET in JAVA.
2. The medical information system and the image retrieval method thereof according to the step three of claim 1, characterized in that: the image upload function may use the hidden iframe to provide the form request, and set the CSS attribute display of the iframe to none, ensuring that the element can be used in the upload form.
3. The medical information system and the image retrieval method thereof according to claim 1, step four, wherein: the opening session, the image retrieval, the case acquisition, the image acquisition and the session closing realize two functions, namely the image retrieval and the case information display, the realization of each function is a sequence relation, the image retrieval sequence is the opening session, the image retrieval and the session closing, and the function display sequence is the opening session, the case acquisition, the image acquisition and the session closing.
4. The medical information system and the image retrieval method thereof according to the step five of claim 1, characterized in that: the user login module enables the system to have the functions of user login, registration and logout, the image retrieval ensures the uploading of local images, and the information module enables the system to have three pieces of patient information, diagnosis information and image information.
5. The medical information system and the image retrieval method thereof according to the sixth step of claim 1, characterized in that: the main form of the APPLET case browsing window is a Tab control, and the functions of the APPLET case browsing window are divided into three parts, namely patient information, diagnosis information and image information.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112820385A (en) * | 2021-02-01 | 2021-05-18 | 赛诺联合医疗科技（北京）有限公司 | Medical image browsing method, client and system |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20040107210A1 (en) * | 2002-11-29 | 2004-06-03 | Agency For Science, Technology And Research | Method and apparatus for creating medical teaching files from image archives |
| WO2005008519A1 (en) * | 2003-07-21 | 2005-01-27 | Zhi Jie Zheng | Combined search method for content-based image retrieval |
| JP2009268733A (en) * | 2008-05-08 | 2009-11-19 | Toshiba Corp | Medical file management system |
| CN104281683A (en) * | 2014-09-30 | 2015-01-14 | 深圳华声医疗技术有限公司 | Medical image retrieval method and medical image sharing method |
| CN110633385A (en) * | 2019-09-24 | 2019-12-31 | 天津医科大学 | A method for retrieval and compression of medical images |
-
2020
- 2020-08-05 CN CN202010775039.6A patent/CN111883234A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20040107210A1 (en) * | 2002-11-29 | 2004-06-03 | Agency For Science, Technology And Research | Method and apparatus for creating medical teaching files from image archives |
| WO2005008519A1 (en) * | 2003-07-21 | 2005-01-27 | Zhi Jie Zheng | Combined search method for content-based image retrieval |
| JP2009268733A (en) * | 2008-05-08 | 2009-11-19 | Toshiba Corp | Medical file management system |
| CN104281683A (en) * | 2014-09-30 | 2015-01-14 | 深圳华声医疗技术有限公司 | Medical image retrieval method and medical image sharing method |
| CN110633385A (en) * | 2019-09-24 | 2019-12-31 | 天津医科大学 | A method for retrieval and compression of medical images |
Non-Patent Citations (1)
| Title |
|---|
| 鲁跃虹: "医学资源管理系统中图像检索子系统的设计与实现", 中国学术期刊电子杂志社, no. 2011, pages 23 - 50 * |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112820385A (en) * | 2021-02-01 | 2021-05-18 | 赛诺联合医疗科技（北京）有限公司 | Medical image browsing method, client and system |
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