CN112700511A - Data drawing method and device, electronic equipment and storage medium - Google Patents
Data drawing method and device, electronic equipment and storage medium Download PDFInfo
- Publication number
- CN112700511A CN112700511A CN202110311459.3A CN202110311459A CN112700511A CN 112700511 A CN112700511 A CN 112700511A CN 202110311459 A CN202110311459 A CN 202110311459A CN 112700511 A CN112700511 A CN 112700511A
- Authority
- CN
- China
- Prior art keywords
- data
- local display
- local
- drawn
- whole
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T11/00—2D [Two Dimensional] image generation
- G06T11/20—Drawing from basic elements, e.g. lines or circles
- G06T11/203—Drawing of straight lines or curves
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
- A61B5/024—Detecting, measuring or recording pulse rate or heart rate
- A61B5/02405—Determining heart rate variability
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
- A61B5/024—Detecting, measuring or recording pulse rate or heart rate
- A61B5/02411—Detecting, measuring or recording pulse rate or heart rate of foetuses
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T11/00—2D [Two Dimensional] image generation
- G06T11/20—Drawing from basic elements, e.g. lines or circles
- G06T11/206—Drawing of charts or graphs
-
- G—PHYSICS
- 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
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B2503/00—Evaluating a particular growth phase or type of persons or animals
- A61B2503/02—Foetus
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Engineering & Computer Science (AREA)
- Cardiology (AREA)
- Physics & Mathematics (AREA)
- Medical Informatics (AREA)
- Public Health (AREA)
- General Health & Medical Sciences (AREA)
- Surgery (AREA)
- Pathology (AREA)
- Biomedical Technology (AREA)
- Heart & Thoracic Surgery (AREA)
- Biophysics (AREA)
- Molecular Biology (AREA)
- Physiology (AREA)
- Animal Behavior & Ethology (AREA)
- Veterinary Medicine (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Artificial Intelligence (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Psychiatry (AREA)
- Signal Processing (AREA)
- Gynecology & Obstetrics (AREA)
- Pregnancy & Childbirth (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Radiology & Medical Imaging (AREA)
- Epidemiology (AREA)
- Primary Health Care (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
Abstract
The embodiment of the invention discloses a data drawing method and device, electronic equipment and a storage medium. The method comprises the following steps: determining a starting time stamp and an ending time stamp of data to be drawn in an obtained initial data packet, creating a whole-process drawing container according to the starting time stamp and the ending time stamp, and creating a local drawing container according to a local display time interval, wherein the whole-process drawing container comprises a local display slider; drawing a whole-course trend graph in the whole-course drawing container according to the time stamp and the numerical value of each data to be drawn in the initial data packet; monitoring a corresponding local display area of the local display slider in the whole course trend graph; and drawing the data to be drawn in the local display area in the local drawing container to obtain a local trend graph linked with the local display slider, so that the data trend graphs in different time formats are generated, the efficient reading of the trend graph is improved, and the diagnosis efficiency of doctors is improved.
Description
Technical Field
The embodiment of the invention relates to the technical field of data processing, in particular to a data drawing method and device, electronic equipment and a storage medium.
Background
The method for collecting data by using the fetal heart rate electronic monitor and drawing a heart rate curve and a uterine contraction pressure waveform can provide clinical level analysis, and a doctor can analyze the original data and issue a diagnosis report, so that the condition of a fetus in a uterus can be effectively evaluated. The large amount of data and the various types of data which are monitored for a long time are difficult to visually and efficiently judge the fetal condition, and particularly when doctors simultaneously compile a large number of reports, the massive data are prone to dazzling, effective diagnosis is often dependent on a certain specific time segment, and the positioning time period is often the work content of time spent by the doctors.
Traditional electrocardio monitoring report establishment analysis stage only will carry out whole paging or split screen show with data collection through the software, perhaps directly prints out curve oscillogram data, and medical personnel directly reads the picture, and whatever kind of condition all is the direct show to data, does not carry out preliminary abnormal data and filters and visual optimization, is difficult to satisfy the high-efficient picture of reading of doctor, and the demand of accurate analysis time slice establishment electrocardio monitoring report to make mistakes easily.
Disclosure of Invention
The invention provides a data drawing method, a data drawing device, electronic equipment and a storage medium, which are used for generating data trend graphs in different time formats, are convenient to operate, and improve the efficient graph reading of the trend graphs, so that the diagnosis efficiency of doctors is improved.
In a first aspect, an embodiment of the present invention provides a data drawing method, where the method includes:
acquiring an initial data packet, and determining a starting time stamp and an ending time stamp of data to be drawn in the initial data packet, wherein the initial data packet at least comprises at least one type of data to be drawn;
creating a whole-process drawing container according to the starting time stamp and the ending time stamp, and creating a local drawing container according to a local display time interval, wherein the whole-process drawing container comprises a local display slider;
drawing a whole-course trend graph in the whole-course drawing container according to the time stamp and the numerical value of each data to be drawn in the initial data packet;
monitoring a corresponding local display area of the local display slider in the whole course trend graph;
drawing the data to be drawn in the local display area in the local drawing container to obtain a local trend graph linked with the local display slider;
wherein, the monitoring the corresponding local display area of the local display slider in the global trend graph comprises:
monitoring a click event of the local display slider, determining the starting time of the local display area based on the click event, and determining the local display area based on the starting time and the area length corresponding to the local display slider; alternatively, the first and second electrodes may be,
monitoring adjustment instructions of the input keys to the local display sliding block, determining the starting time and the local display time of the local display area based on the adjustment instructions, and determining the local display area based on the area length corresponding to the starting time and the local display time.
In a second aspect, an embodiment of the present invention further provides a data rendering apparatus, where the apparatus includes:
the device comprises a timestamp determining module, a processing module and a display module, wherein the timestamp determining module is used for acquiring an initial data packet and determining a starting timestamp and an ending timestamp of data to be drawn in the initial data packet, and the initial data packet at least comprises at least one type of data to be drawn;
the drawing container creating module is used for creating a whole-course drawing container according to the starting time stamp and the ending time stamp and creating a local drawing container according to a local display time interval, wherein the whole-course drawing container comprises a local display slider;
the whole-course trend graph drawing module is used for drawing a whole-course trend graph in the whole-course drawing container according to the time stamp and the numerical value of each data to be drawn in the initial data packet;
the monitoring module is used for monitoring a corresponding local display area of the local display slider in the whole course trend graph;
the local trend graph drawing module is used for drawing the data to be drawn in the local display area in the local drawing container to obtain a local trend graph linked with the local display slider;
wherein, the monitoring module includes:
monitoring a click event of the local display slider, determining a displacement difference of the click event in the whole course trend graph, determining the starting time of the local display area based on the displacement difference, and determining the local display area based on the starting time and the area length corresponding to the local display slider; alternatively, the first and second electrodes may be,
monitoring adjustment instructions of the input keys to the local display sliding block, determining the starting time and the local display time of the local display area based on the adjustment instructions, and determining the local display area based on the area length corresponding to the starting time and the local display time.
In a third aspect, an embodiment of the present invention further provides an electronic device, where the electronic device includes:
one or more processors;
a storage device for storing one or more programs,
when executed by the one or more processors, cause the one or more processors to implement a data rendering method as provided by any of the embodiments of the invention.
In a fourth aspect, an embodiment of the present invention further provides a computer-readable storage medium, on which a computer program is stored, where the computer program, when executed by a processor, implements the data rendering method provided in any embodiment of the present invention.
The technical scheme provided by the embodiment of the invention specifically comprises the following steps: determining the starting time stamp and the ending time stamp of at least two kinds of data to be drawn in the obtained initial data packet, creating a whole-process drawing container according to the starting time stamp and the ending time stamp, drawing a whole-process trend graph in the whole-process drawing container according to the time stamp and the numerical value of each data to be drawn in the initial data packet, more conveniently comparing and observing various data trend graphs, and rapidly obtaining an analysis conclusion; creating a local drawing container according to local display time, and monitoring a corresponding local display area of the local display slider in the whole course trend graph; and drawing the data to be drawn in the local display area in the local drawing container to obtain a local trend graph linked with the local display slider, and quickly positioning to a specific time period to realize the purpose of conveniently acquiring the trend graph of the data to be drawn in the specific time period. By the technical scheme provided by the embodiment of the invention, the generation of the data trend graphs in different time formats is realized, the operation is convenient, and the high-efficiency graph reading of the trend graphs is improved, so that the diagnosis efficiency of doctors is improved.
Drawings
In order to more clearly illustrate the technical solutions of the exemplary embodiments of the present invention, a brief description is given below of the drawings used in describing the embodiments. It should be clear that the described figures are only views of some of the embodiments of the invention to be described, not all, and that for a person skilled in the art, other figures can be derived from these figures without inventive effort.
Fig. 1 is a schematic flow chart of a data rendering method according to an embodiment of the present invention;
FIG. 2 is a graphical representation of the results of a global trend graph in accordance with an embodiment of the present invention;
FIG. 3 is a graph illustrating the results of a local trend graph according to an embodiment of the present invention;
FIG. 4 is a diagram illustrating the results of deriving a data trend graph according to one embodiment of the present invention;
fig. 5 is a schematic structural diagram of a data drawing apparatus according to a second embodiment of the present invention;
fig. 6 is a schematic structural diagram of an electronic device according to a third embodiment of the present invention.
Detailed Description
The present invention will be described in further detail with reference to the accompanying drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of the invention and are not limiting of the invention. It should be further noted that, for the convenience of description, only some of the structures related to the present invention are shown in the drawings, not all of the structures.
Example one
Fig. 1 is a flowchart of a data drawing method according to an embodiment of the present invention, where this embodiment is applicable to a case of drawing data to be drawn in an acquired data packet. The method may be performed by a data rendering device, which may be implemented in software and/or hardware. As shown in fig. 1, the method specifically includes the following steps:
s110, obtaining an initial data packet, and determining a start time stamp and an end time stamp of data to be drawn in the initial data packet, wherein the initial data packet at least comprises at least two data to be drawn.
In the embodiment of the present invention, the initial data packet may be a data packet acquired and uploaded by a signal acquisition device, or a data packet transmitted by a preset application terminal, and the acquisition source of the data packet is not limited in this embodiment, specifically, the initial data packet includes at least two data to be drawn, where the at least two data to be drawn may be fetal heart rate data and uterine contraction data, or other physiological parameters that can be acquired simultaneously, that is, the data acquired simultaneously are drawn together, so that data at the same time can be compared more conveniently, and a data analysis result can be obtained quickly.
Specifically, when the initial data packet is acquired, the data type of each data in the data packet may be distinguished based on the data identifier of the data, for example, the data may be fetal heart rate data or uterine contraction pressure data, and the data and the time stamp corresponding to the data are sorted and stored. For example, the data type, the data, and the timestamp corresponding to the data may be stored in the form of a key-value pair.
Optionally, the method for determining the start timestamp and the end timestamp of the data to be rendered in the initial data packet may be: determining the minimum time stamp in at least two kinds of data to be drawn as a starting time stamp; and determining the maximum time stamp in the at least two data to be drawn as the ending time stamp.
Specifically, taking data to be drawn as fetal heart rate data and uterine contraction pressure data as an example, respectively traversing timestamps corresponding to the fetal heart rate data and the uterine contraction pressure data for sequencing, and determining the smallest timestamp in the timestamps as the starting timestamps of the two data to be drawn; and determining the maximum time stamp in the time stamps as the end time stamp of the two data to be drawn. Wherein the minimum timestamp and the maximum timestamp may correspond to different types of data.
The beneficial effects of determining the start timestamp and the end timestamp in the above manner are that: time errors caused by acquisition or transmission delay can be avoided, and the time of the two data to be drawn is kept consistent when the trend graph is drawn. Of course, the start time stamp and the end time stamp may be determined in other manners, and the embodiment is not limited.
And S120, creating a whole-process drawing container according to the starting time stamp and the ending time stamp, and creating a local drawing container according to the local display time interval, wherein the whole-process drawing container comprises a local display slider.
The drawing container may be a container showing a trend graph drawn by using the drawing element, for example, the drawing container may be a drawing container created by using a canvas element. In this embodiment, the drawing container includes a full-stroke drawing container and a partial-stroke drawing container, where a width of the full-stroke drawing container may be determined according to a duration of the data to be drawn, and the duration of the data to be drawn may be determined according to a start timestamp and an end timestamp of the data to be drawn; the width of the local drawing container may be determined according to a local presentation time interval in the duration, where the local presentation time interval may be a time interval of a preset time length, or may be a time interval of a time length determined according to an input instruction, and the width of the local drawing container is not limited in this embodiment.
Optionally, the creation process of the full-stroke drawing container may be: determining a first coordinate axis of the whole-course drawing container based on the starting time stamp and the ending time stamp, determining a second coordinate axis corresponding to each data to be drawn in the whole-course drawing container based on the range of each data to be drawn, and generating a drawing grid based on the first coordinate axis and the second coordinate axis of the whole-course drawing container to form the whole-course drawing container.
Specifically, the whole-process drawing container includes at least two drawing areas of data to be drawn, and since each data to be drawn is data acquired at the same time, the first coordinate axis common to the whole-process drawing container is determined based on the start time stamp and the end time stamp determined in the above embodiment. Wherein the first axis may be an abscissa axis of the drawing container, such as a time axis. Accordingly, the start time stamp may be used as a start coordinate of the axis of abscissa, and the end time stamp may be used as an end coordinate of the axis of abscissa. And determining a second coordinate axis corresponding to each data to be drawn in the whole-course drawing container based on the range of each data to be drawn. Wherein the second coordinate axis may be an ordinate axis of the drawing container, e.g. a data coordinate axis. Because the whole-process drawing container contains at least two kinds of data to be drawn, the ordinate of the whole-process drawing container comprises at least two ordinate axes, and a drawing area of the at least two kinds of data to be drawn is formed. And respectively presetting scale units for the duration of the abscissa axis of the whole-course drawing container and the range of data to be drawn of the ordinate axis, and generating a drawing grid based on the scale units to form the whole-course drawing container.
For example, taking data to be mapped including fetal heart rate data and uterine contraction pressure data as an example, the method for generating the whole-stroke mapping container includes: the start time stamp and the end time stamp of the fetal heart rate data and the uterine contraction pressure data are determined, and the abscissa of the whole-stroke rendering container is determined based on the start time stamp and the end time stamp, for example, when the start time stamp is 09:35 and the end time stamp is 10:35, the duration is determined to be 1 hour, in order to ensure that the time data of the abscissa and the frequency of acquisition are consistent, the duration can be converted into units, namely 3600000ms, and the abscissa of the whole-stroke rendering container is determined based on the duration. According to the numerical range of the fetal heart rate data and the numerical range of the uterine contraction pressure data respectivelyDetermining the ordinate of the whole-process drawing container, that is, ensuring that all data can be displayed in the drawing container, so the range of the set numerical value can be set to be the maximum range which can be acquired by the acquisition equipment, for example, when the data to be drawn is fetal heart rate data, the numerical range of the ordinate of the whole-process drawing container can be 0-250; when the data to be drawn is uterine contraction pressure data, the numerical range of the ordinate axis of the whole-course drawing container may be 0 to 100. The scale unit of the duration of the abscissa axis is set, for example 3600000 is set to 360000 scales, i.e. one scale represents 10 units, and the scale unit of the numerical range of the ordinate axis is set, for example 250 is set to 50 scales, i.e. one scale represents 5 units, such that each cell represents 5 units
And 10 pixel units, and forming a whole-process drawing container based on each grid in the coordinate axis, so that the whole-process drawing container can draw a trend graph based on the fetal heart rate data, the uterine contraction pressure data and the corresponding time data.
Optionally, the method for drawing the local drawing container includes: and generating a drawing grid based on the first coordinate axis and the second coordinate axis of the local drawing container to form the local drawing container. The local display time may be a preset display duration of a display area in the local display slider, for example, the local display duration may be 10 minutes; the local display time may also be a display duration of a display area in the local display slider determined according to a start timestamp and an end timestamp of the local display slider acquired in the input instruction, for example, the start timestamp and the end timestamp of the local display slider acquired according to the input instruction are 10:31-10: 36; the determined local display duration is 6 minutes.
Specifically, a start coordinate of an abscissa axis of the local drawing container is determined according to the position of the local display slider, and an end time calculated according to the start time corresponding to the start coordinate and the local display duration is used as an end coordinate of the abscissa axis of the local drawing container. Since the local drawing container is a local display area of the global drawing area, the ordinate axis of the local drawing container is consistent with the ordinate axis of the global drawing container. And respectively presetting scale units for the duration of the abscissa axis of the local drawing container and the data range to be drawn of the ordinate axis, and generating a drawing grid based on the scale units to form the local drawing container.
On the basis of the above embodiment, the drawing parameters of the whole-course drawing container and the local drawing container are calculated: specifically, the proportion of the local display sliding block occupying the whole-process drawing container is calculated, and the formula is as follows:
wherein, W2The length of the partial display time accounts for the length of the whole drawing container, W is the width of the container, MIN20A time stamp of 20 minutes (in milliseconds) and a time long is a duration.
Specifically, the average heart rate and the maximum heart rate difference are calculated, and the specific calculation formulas are respectively as follows:
where MaxV represents the maximum heart rate value and MinV represents the minimum heart rate value.
Specifically, a ratio map of the maximum heart rate difference to the container height is calculated:
where H is the height of the vessel and Diff is the maximum heart rate difference.
And determining a whole-course drawing container and a local drawing container based on the drawing parameters so as to enable each drawing container to be more visualized.
And S130, drawing a whole-course trend graph in the whole-course drawing container according to the time stamp and the numerical value of each data to be drawn in the initial data packet.
Specifically, each numerical value of the data to be drawn and each time corresponding to each data are determined, and the abscissa position of the numerical value and the time corresponding to the numerical value in the whole-course drawing container is calculated, that is, the abscissa position represents the specific duration proportion occupied by the current timestamp, and the specific calculation formula is as follows:
x is a calculated horizontal axis numerical value, Time represents a specific Time stamp of the current heart rate numerical value, MinTime represents a minimum Time stamp, and TimeLong is duration; w is the width of the container.
Specifically, the numerical value and the vertical coordinate position of the time corresponding to the numerical value in the whole-course drawing container are calculated, and the specific calculation formula is as follows:
where y is the calculated vertical axis value, H represents the height of the container, V is the current heart rate value, AvgV is the average heart rate, and Ratio is the container height and maximum data difference Ratio map.
And determining the specific position of the numerical value in the whole drawing container based on the horizontal coordinate position and the vertical coordinate position which are calculated by the current numerical value and the time corresponding to the numerical value. And determining the specific positions of the numerical points, and connecting lines based on the positions of the numerical points to generate a whole-course trend graph shown in fig. 2.
In this embodiment, before a full-course trend graph is drawn in a full-course drawing container according to a timestamp and a numerical value of each data to be drawn in an initial data packet, abnormality judgment is performed on the data to be drawn based on the type of the data to be drawn and a data judgment standard corresponding to the type of the data to be drawn; and drawing the abnormal data in a preset form according to the abnormal type of the abnormal data. The abnormal type comprises invalid acquisition and valid acquisition and is abnormal in numerical value, and the drawing forms of data of the abnormal types are different.
In particular, the data type of the data to be mapped may be differentiated based on physiological parameters, such as fetal heart rate data and uterine contraction pressure data. When the data type of the data to be drawn is fetal heart rate data, determining a numerical value of the fetal heart rate data, and when the numerical value is 0 or 1, determining that the numerical value corresponding to the current acquisition time is an invalid acquisition numerical value; namely, the invalid acquisition numerical value is only marked at a specific position in the whole-course drawing container, and the connection is not carried out. When the numerical value is smaller than 30 or larger than 210, the numerical value corresponding to the current acquisition time is an effective numerical value but belongs to an abnormal numerical value; that is, for the abnormal value, a line of a preset color, such as red, may be used, or a line of a preset type, such as a bold line, may be used. When the value is greater than 30 and less than 210, it indicates that the value corresponding to the current acquisition time is an effective value and is a normal value, that is, for the normal value, a line distinguished from an abnormal value is used for connecting, for example, green, or a line type distinguished from an abnormal value is used for connecting, for example, a line is not thickened. The present embodiment does not impose a limitation on the color and type of the line that distinguishes between normal values and abnormal values. Certainly, further, the background color of the 120-160 region and the background color of other data ranges can be further processed in a distinguishing manner, so that when the data of the fetal heart rate is in the 120-160 range, the current fetal heart rate can be quickly identified as being in a healthy state.
When the data type of the data to be drawn is uterine contraction pressure data, determining a numerical value of the uterine contraction pressure data, and when the numerical value is 0 or 1, determining that the numerical value corresponding to the current acquisition time is an invalid acquisition numerical value, namely marking only a specific position in the whole-course drawing container for the invalid acquisition numerical value, and not connecting the lines. When the value is greater than 1 and less than 100, it is determined that the value corresponding to the current acquisition time is a valid value, that is, all the values are connected.
And S140, monitoring a corresponding local display area of the local display slider in the whole trend graph.
The local display sliding block can slide in the whole trend graph, and the area occupied by the local display sliding block in the whole trend graph is a local display area, or a preset area before and/or after the position of the local display sliding block in the whole trend graph is a local display area. The position of the local display slider in the global trend graph is monitored, so that the data are displayed locally in a targeted mode. It should be noted that the local display area can change in real time along with the sliding of the local display slider in the whole course trend graph, and the local display duration of the local display area can also change along with the change of the start timestamp and the end timestamp in the input instruction, so that the flexibility of locally displaying data is improved.
Optionally, the click event of the local display slider may be monitored, the displacement difference of the click event in the whole course trend graph is determined, the starting time of the local display area is determined based on the displacement difference, and the local display area is determined based on the starting time and the area length corresponding to the local display slider.
Specifically, the click event may be a click event of a mouse, or a click event of a screen of the smart device. In the embodiment, the displacement difference of the monitored click event in the global trend graph is determined through the following formula, and the starting time of the local display area is determined based on the displacement difference. Specifically, the formula may be:
wherein, ClipTime is the starting time of the local display area, MinTime represents the minimum timestamp, Move is the displacement difference, W is the width of the container, and TimeLong is the duration.
Specifically, the duration of the area length of the preset local display slider is obtained, the start time of the local display area is added to the duration, the end time of the local display area is determined, and the local display area is determined based on the start time and the end time.
Optionally, adjusting instructions of the input key to the local display slider are monitored, the start time and the local display duration of the local display area are determined based on each adjusting instruction, and the local display area is determined based on the area length corresponding to the start time and the local display duration.
Specifically, the adjustment instruction may be an adjustment instruction based on a keyboard, or an adjustment instruction based on feedback of an adjustment key of the smart device. Specifically, the adjustment instruction includes a first instruction and a second instruction; an exemplary first instruction may be a presentation start position of the partial presentation slider, and a second instruction may be a presentation end position; the time interval between the first instruction and the second instruction may be set by itself. In some embodiments, the second instruction may also be an instruction to select each preset local presentation time duration, that is. And determining the moving distance of the local display slider in the whole course trend graph according to the display starting position, and moving pixels corresponding to the local display area according to the moving distance, so as to determine the starting time of the local display area. Specifically, the calculation formula may be:
where W is the width of the container and TimeLong is the duration.
Correspondingly, the end time of the local display area is calculated according to the calculation mode, and the local display area is determined according to the starting time and the end time.
On the basis of the embodiment, when a click event or a mediation instruction for the local display slider is monitored, whether the start time and the end time of the local display area are effective time for the local display area is judged based on the feedback click event or the mediation instruction, and when the start time and the end time are ineffective time, the violation of the maximum sliding event is indicated, and redrawing cannot be performed; when the time is valid, the trend graph of the local display area is normally drawn. Specifically, the judgment that both are valid may be based on calculating whether the difference between the start time and the end time is less than the duration of the area length of the preset local display slider, and if the difference between the start time and the end time is less than the duration of the area length of the preset local display slider, determining that the start time and the end time of the local display area are invalid times for the local display area; and if the difference value of the starting time and the ending time is greater than the preset area length of the local display sliding block, determining that the starting time and the ending time of the local display area are effective time for the local display area.
And S150, drawing the data to be drawn in the local display area in the local drawing container to obtain a local trend graph linked with the local display slider.
In this embodiment, the abscissa axis, the ordinate axis, and the scale unit of the local drawing container are determined, the scale grid of the local drawing container is generated, the specific position of the numerical value of the data to be drawn in the local display area is determined, the data to be drawn is drawn according to each specific position and the preset drawing form, and the linked local trend graph shown in fig. 3 is generated. The linkage means that when the starting time stamp of the local display slider is adjusted, the starting time of the local display area is correspondingly changed, so that the data trend graph capable of being quickly positioned to specific time is realized. Furthermore, data can be derived according to the preset duration of the local display slider, so that the data trend of a specific time period can be conveniently analyzed, for example, the data derivation graph shown in fig. 4.
The technical scheme provided by the embodiment of the invention specifically comprises the following steps: determining the starting time stamp and the ending time stamp of at least two kinds of data to be drawn in the obtained initial data packet, creating a whole-course drawing container according to the starting time stamp and the ending time stamp, drawing a whole-course trend graph in the whole-course drawing container according to the time stamp and the numerical value of each data to be drawn in the initial data packet, more conveniently comparing and observing various data trend graphs, and rapidly obtaining an analysis conclusion; creating a local drawing container according to the local display time, and monitoring a corresponding local display area of the local display slider in the whole course trend graph; the data to be drawn in the local display area are drawn in the local drawing container, a local trend graph linked with the local display slider is obtained, and the data to be drawn in the local display area can be more quickly positioned to a specific time period, so that the trend graph of the data to be drawn in the specific time period can be conveniently obtained. By the technical scheme provided by the embodiment of the invention, the generation of the data trend graphs in different time formats is realized, the operation is convenient, and the high-efficiency graph reading of the trend graphs is improved, so that the diagnosis efficiency of doctors is improved.
The following is an embodiment of a data drawing apparatus according to an embodiment of the present invention, which belongs to the same inventive concept as the data drawing method according to the above embodiments, and reference may be made to the embodiment of the data drawing method for details that are not described in detail in the embodiment of the data drawing apparatus.
Example two
Fig. 5 is a schematic structural diagram of a data drawing device according to a second embodiment of the present invention, where this embodiment is applicable to a case where data to be drawn in an acquired data packet is drawn. The structure of the data drawing device specifically comprises: a timestamp determination module 210, a mapping container creation module 220, a whole-course trend graph mapping module 230, a monitoring module 240, and a local trend graph mapping module 250; wherein the content of the first and second substances,
the timestamp determining module 210 is configured to obtain an initial data packet, and determine a start timestamp and an end timestamp of data to be rendered in the initial data packet, where the initial data packet at least includes at least one type of data to be rendered.
A drawing container creating module 220, configured to create a whole-process drawing container according to the start timestamp and the end timestamp, and create a local drawing container according to a local display time interval, where the whole-process drawing container includes a local display slider.
And the whole-course trend graph drawing module 230 is configured to draw a whole-course trend graph in the whole-course drawing container according to the time stamp and the numerical value of each data to be drawn in the initial data packet.
And the monitoring module 240 is configured to monitor a corresponding local display area of the local display slider in the global trend graph.
And the local trend graph drawing module 250 is used for drawing the data to be drawn in the local display area in the local drawing container to obtain a local trend graph linked with the local display slider.
The technical scheme provided by the embodiment of the invention specifically comprises the following steps: determining the starting time stamp and the ending time stamp of at least two kinds of data to be drawn in the obtained initial data packet, creating a whole-process drawing container according to the starting time stamp and the ending time stamp, drawing a whole-process trend graph in the whole-process drawing container according to the time stamp and the numerical value of each data to be drawn in the initial data packet, more conveniently comparing and observing various data trend graphs, and rapidly obtaining an analysis conclusion; creating a local drawing container according to local display time, and monitoring a corresponding local display area of the local display slider in the whole course trend graph; and drawing the data to be drawn in the local display area in the local drawing container to obtain a local trend graph linked with the local display slider, and quickly positioning to a specific time period to realize the purpose of conveniently acquiring the trend graph of the data to be drawn in the specific time period. By the technical scheme provided by the embodiment of the invention, the generation of the data trend graphs in different time formats is realized, the operation is convenient, and the high-efficiency graph reading of the trend graphs is improved, so that the diagnosis efficiency of doctors is improved.
On the basis of the above embodiment, the timestamp determining module 210 includes:
a starting time stamp determining unit, configured to determine a minimum time stamp of the at least two types of data to be rendered as a starting time stamp;
and the end timestamp determining unit is used for determining the maximum timestamp in the at least two kinds of data to be drawn as the end timestamp.
On the basis of the above embodiment, the drawing container creating module 220 includes:
and the whole-course drawing container creating unit is used for determining a first coordinate axis of the whole-course drawing container based on the starting time stamp and the ending time stamp, determining a second coordinate axis corresponding to each piece of data to be drawn in the whole-course drawing container based on the range of each piece of data to be drawn, and generating a drawing grid based on the first coordinate axis and the second coordinate axis of the whole-course drawing container to form the whole-course drawing container.
The local drawing container creating unit is used for determining a first coordinate axis of a local drawing container according to a local display time interval, determining a second coordinate axis corresponding to each piece of data to be drawn in the local drawing container based on the range of each piece of data to be drawn, and generating a drawing grid based on the first coordinate axis and the second coordinate axis of the local drawing container to form the local drawing container.
On the basis of the above embodiment, the monitoring module 240 includes:
the first monitoring unit is used for monitoring a click event of the local display slider, determining a displacement difference of the click event in the whole course trend graph, and determining the starting time of the local display area based on the displacement difference.
And the second monitoring unit is used for monitoring adjusting instructions of the input key to the local display sliding block and determining the starting time of the local display area based on the moving distance of each adjusting instruction.
A local display area determination unit, configured to determine the local display area based on the start time and an area length corresponding to the local display slider.
On the basis of the above embodiment, the apparatus includes:
and the effectiveness judging module is used for judging the effectiveness of the local display area based on the starting time and the ending time of the local display area.
On the basis of the above embodiment, the apparatus includes:
the abnormal type comprises invalid acquisition and valid acquisition and is abnormal in numerical value, and the drawing forms of data of the abnormal types are different.
On the basis of the above embodiment, the apparatus includes:
the abnormal judgment module is used for carrying out abnormal judgment on the data to be drawn based on the type of the data to be drawn and a data judgment standard corresponding to the type of the data to be drawn before drawing a whole course trend graph in the whole course drawing container according to the time stamp and the numerical value of each data to be drawn in the initial data packet;
accordingly, the global trend graph plotting module 230 includes:
and the drawing unit is used for drawing the abnormal data in a preset form according to the abnormal type of the abnormal data.
On the basis of the above embodiment, the data to be plotted includes heart rate data and uterine contraction pressure data.
The data drawing device provided by the embodiment of the invention can execute the data drawing method provided by any embodiment of the invention, and has corresponding functional modules and beneficial effects of the execution method.
It should be noted that, in the embodiment of the data drawing apparatus, the included units and modules are only divided according to functional logic, but are not limited to the above division as long as the corresponding functions can be implemented; in addition, specific names of the functional units are only for convenience of distinguishing from each other, and are not used for limiting the protection scope of the present invention.
EXAMPLE III
Fig. 6 is a schematic structural diagram of an electronic device according to a third embodiment of the present invention. FIG. 6 illustrates a block diagram of an exemplary electronic device 12 suitable for use in implementing embodiments of the present invention. The electronic device 12 shown in fig. 6 is only an example and should not bring any limitation to the function and the scope of use of the embodiment of the present invention.
As shown in FIG. 6, electronic device 12 is embodied in the form of a general purpose computing electronic device. The components of electronic device 12 may include, but are not limited to: one or more processors or processing units 16, a system memory 28, and a bus 18 that couples various system components including the system memory 28 and the processing unit 16.
The system memory 28 may include computer system readable media in the form of volatile memory, such as Random Access Memory (RAM) 30 and/or cache memory 32. The electronic device 12 may further include other removable/non-removable, volatile/nonvolatile computer system storage media. By way of example only, storage system 34 may be used to read from and write to non-removable, nonvolatile magnetic media (not shown in FIG. 6, and commonly referred to as a "hard drive"). Although not shown in FIG. 6, a magnetic disk drive for reading from and writing to a removable, nonvolatile magnetic disk (e.g., a "floppy disk") and an optical disk drive for reading from or writing to a removable, nonvolatile optical disk (e.g., a CD-ROM, DVD-ROM, or other optical media) may be provided. In these cases, each drive may be connected to bus 18 by one or more data media interfaces. System memory 28 may include at least one program product having a set (e.g., at least one) of program modules that are configured to carry out the functions of embodiments of the invention.
A program/utility 40 having a set (at least one) of program modules 42 may be stored, for example, in system memory 28, such program modules 42 including, but not limited to, an operating system, one or more application programs, other program modules, and program data, each of which examples or some combination thereof may comprise an implementation of a network environment. Program modules 42 generally carry out the functions and/or methodologies of the described embodiments of the invention.
The processing unit 16 executes various functional applications and sample data acquisition by running the program stored in the system memory 28, for example, implementing the steps of a data drawing method provided in this embodiment, where the data drawing method includes:
acquiring an initial data packet, and determining a starting time stamp and an ending time stamp of data to be drawn in the initial data packet, wherein the initial data packet at least comprises at least two data to be drawn;
creating a whole-process drawing container according to the starting time stamp and the ending time stamp, and creating a local drawing container according to a local display time interval, wherein the whole-process drawing container comprises a local display slider;
drawing a whole-course trend graph in the whole-course drawing container according to the time stamp and the numerical value of each data to be drawn in the initial data packet;
monitoring a corresponding local display area of the local display slider in the whole course trend graph;
drawing the data to be drawn in the local display area in the local drawing container to obtain a local trend graph linked with the local display slider;
wherein, the monitoring the corresponding local display area of the local display slider in the global trend graph comprises:
monitoring a click event of the local display slider, determining the starting time of the local display area based on the click event, and determining the local display area based on the starting time and the area length corresponding to the local display slider; alternatively, the first and second electrodes may be,
monitoring adjustment instructions of the input keys to the local display sliding block, determining the starting time and the local display time of the local display area based on the adjustment instructions, and determining the local display area based on the area length corresponding to the starting time and the local display time.
Of course, those skilled in the art can understand that the processor may also implement the technical solution of the sample data obtaining method provided in any embodiment of the present invention.
Example four
The fourth embodiment provides a computer-readable storage medium, on which a computer program is stored, where the computer program, when executed by a processor, implements, for example, the steps of a data rendering method provided in this embodiment, where the data rendering method includes:
acquiring an initial data packet, and determining a starting time stamp and an ending time stamp of data to be drawn in the initial data packet, wherein the initial data packet at least comprises at least two data to be drawn;
creating a whole-process drawing container according to the starting time stamp and the ending time stamp, and creating a local drawing container according to a local display time interval, wherein the whole-process drawing container comprises a local display slider;
drawing a whole-course trend graph in the whole-course drawing container according to the time stamp and the numerical value of each data to be drawn in the initial data packet;
monitoring a corresponding local display area of the local display slider in the whole course trend graph;
drawing the data to be drawn in the local display area in the local drawing container to obtain a local trend graph linked with the local display slider;
wherein, the monitoring the corresponding local display area of the local display slider in the global trend graph comprises:
monitoring a click event of the local display slider, determining the starting time of the local display area based on the click event, and determining the local display area based on the starting time and the area length corresponding to the local display slider; alternatively, the first and second electrodes may be,
monitoring adjustment instructions of the input keys to the local display sliding block, determining the starting time and the local display time of the local display area based on the adjustment instructions, and determining the local display area based on the area length corresponding to the starting time and the local display time.
Computer storage media for embodiments of the invention may employ any combination of one or more computer-readable media. The computer readable medium may be a computer readable signal medium or a computer readable storage medium. The computer-readable storage medium may be, for example but not limited to: an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination thereof. More specific examples (a non-exhaustive list) of the computer readable storage medium would include the following: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this document, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device.
A computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take many forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device.
Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: wireless, wire, fiber optic cable, RF, etc., or any suitable combination of the foregoing.
Computer program code for carrying out operations for aspects of the present invention may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, Smalltalk, C + + or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any type of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet service provider).
It will be understood by those skilled in the art that the modules or steps of the invention described above may be implemented by a general purpose computing device, they may be centralized on a single computing device or distributed across a network of computing devices, and optionally they may be implemented by program code executable by a computing device, such that it may be stored in a memory device and executed by a computing device, or it may be separately fabricated into various integrated circuit modules, or it may be fabricated by fabricating a plurality of modules or steps thereof into a single integrated circuit module. Thus, the present invention is not limited to any specific combination of hardware and software.
It is to be noted that the foregoing is only illustrative of the preferred embodiments of the present invention and the technical principles employed. It will be understood by those skilled in the art that the present invention is not limited to the particular embodiments described herein, but is capable of various obvious changes, rearrangements and substitutions as will now become apparent to those skilled in the art without departing from the scope of the invention. Therefore, although the present invention has been described in greater detail by the above embodiments, the present invention is not limited to the above embodiments, and may include other equivalent embodiments without departing from the spirit of the present invention, and the scope of the present invention is determined by the scope of the appended claims.
Claims (10)
1. A method of data rendering, comprising:
acquiring an initial data packet, and determining a starting time stamp and an ending time stamp of data to be drawn in the initial data packet, wherein the initial data packet at least comprises at least two data to be drawn;
creating a whole-process drawing container according to the starting time stamp and the ending time stamp, and creating a local drawing container according to a local display time interval, wherein the whole-process drawing container comprises a local display slider;
drawing a whole-course trend graph in the whole-course drawing container according to the time stamp and the numerical value of each data to be drawn in the initial data packet;
monitoring a corresponding local display area of the local display slider in the whole course trend graph;
drawing the data to be drawn in the local display area in the local drawing container to obtain a local trend graph linked with the local display slider;
wherein, the monitoring the corresponding local display area of the local display slider in the global trend graph comprises:
monitoring a click event of the local display slider, determining the starting time of the local display area based on the click event, and determining the local display area based on the starting time and the area length corresponding to the local display slider; alternatively, the first and second electrodes may be,
monitoring adjustment instructions of the input keys to the local display sliding block, determining the starting time and the local display time of the local display area based on the adjustment instructions, and determining the local display area based on the area length corresponding to the starting time and the local display time.
2. The method of claim 1, wherein determining the start time stamp and the end time stamp of the data to be rendered in the initial data packet comprises:
determining a minimum time stamp in the at least two kinds of data to be drawn as a starting time stamp;
and determining the maximum time stamp in the at least two kinds of data to be drawn as an end time stamp.
3. The method of claim 1, wherein creating a global rendering container from the start time stamp and the end time stamp and creating a local rendering container from a local presentation time interval comprises:
determining a first coordinate axis of the whole-process drawing container based on the starting time stamp and the ending time stamp, determining a second coordinate axis corresponding to each data to be drawn in the whole-process drawing container based on the range of each data to be drawn, and generating a drawing grid based on the first coordinate axis and the second coordinate axis of the whole-process drawing container to form the whole-process drawing container;
determining a first coordinate axis of a local drawing container according to a local display time interval, determining a second coordinate axis corresponding to each data to be drawn in the local drawing container based on the range of each data to be drawn, and generating a drawing grid based on the first coordinate axis and the second coordinate axis of the local drawing container to form the local drawing container.
4. The method of claim 1, further comprising:
and judging the effectiveness of the local display area based on the starting time and the ending time of the local display area.
5. The method according to claim 1, further comprising, before said drawing a global trend graph in the global drawing container according to the time stamp and the numerical value of each data to be drawn in the initial data packet:
based on the type of the data to be drawn and a data judgment standard corresponding to the type of the data to be drawn, carrying out abnormity judgment on the data to be drawn;
correspondingly, the drawing a whole-course trend graph in the whole-course drawing container according to the time stamp and the numerical value of each data to be drawn in the initial data packet includes:
and drawing the abnormal data in a preset form according to the abnormal type of the abnormal data.
6. The method of claim 5, wherein the anomaly types include invalid acquisition and valid acquisition and numerical anomalies, and the rendering form of each anomaly type data is different.
7. The method of any one of claims 1-6, wherein the data to be mapped includes heart rate data and uterine contraction pressure data.
8. A data rendering apparatus, comprising:
the device comprises a timestamp determining module, a processing module and a display module, wherein the timestamp determining module is used for acquiring an initial data packet and determining a starting timestamp and an ending timestamp of data to be drawn in the initial data packet, and the initial data packet at least comprises at least one type of data to be drawn;
the drawing container creating module is used for creating a whole-course drawing container according to the starting time stamp and the ending time stamp and creating a local drawing container according to a local display time interval, wherein the whole-course drawing container comprises a local display slider;
the whole-course trend graph drawing module is used for drawing a whole-course trend graph in the whole-course drawing container according to the time stamp and the numerical value of each data to be drawn in the initial data packet;
the monitoring module is used for monitoring a corresponding local display area of the local display slider in the whole course trend graph;
the local trend graph drawing module is used for drawing the data to be drawn in the local display area in the local drawing container to obtain a local trend graph linked with the local display slider;
wherein, the monitoring module includes:
monitoring a click event of the local display slider, determining the starting time of the local display area based on the click event, and determining the local display area based on the starting time and the area length corresponding to the local display slider; alternatively, the first and second electrodes may be,
monitoring adjustment instructions of the input keys to the local display sliding block, determining the starting time and the local display time of the local display area based on the adjustment instructions, and determining the local display area based on the area length corresponding to the starting time and the local display time.
9. An electronic device, comprising:
one or more processors;
a storage device for storing one or more programs,
when executed by the one or more processors, cause the one or more processors to implement a data rendering method as recited in any of claims 1-7.
10. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the data rendering method of any one of claims 1 to 7.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110311459.3A CN112700511B (en) | 2021-03-24 | 2021-03-24 | Data drawing method and device, electronic equipment and storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110311459.3A CN112700511B (en) | 2021-03-24 | 2021-03-24 | Data drawing method and device, electronic equipment and storage medium |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN112700511A true CN112700511A (en) | 2021-04-23 |
| CN112700511B CN112700511B (en) | 2021-07-13 |
Family
ID=75515556
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202110311459.3A Active CN112700511B (en) | 2021-03-24 | 2021-03-24 | Data drawing method and device, electronic equipment and storage medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN112700511B (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113343057A (en) * | 2021-05-27 | 2021-09-03 | 深圳市中博科创信息技术有限公司 | Data processing method, data processing device, computer equipment and storage medium |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107833599A (en) * | 2016-09-05 | 2018-03-23 | 深圳市理邦精密仪器股份有限公司 | The display methods and device of stages of labor data |
| CN107895590A (en) * | 2017-11-27 | 2018-04-10 | 深圳中兴网信科技有限公司 | Process record figure automatic drafting method, device, equipment and medium |
| CN109659029A (en) * | 2017-10-12 | 2019-04-19 | 深圳市理邦精密仪器股份有限公司 | A kind of data record method, device and monitoring terminal |
| CN109949897A (en) * | 2017-08-30 | 2019-06-28 | 深圳市理邦精密仪器股份有限公司 | Display methods, device and the terminal device of monitoring curve |
-
2021
- 2021-03-24 CN CN202110311459.3A patent/CN112700511B/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107833599A (en) * | 2016-09-05 | 2018-03-23 | 深圳市理邦精密仪器股份有限公司 | The display methods and device of stages of labor data |
| CN109949897A (en) * | 2017-08-30 | 2019-06-28 | 深圳市理邦精密仪器股份有限公司 | Display methods, device and the terminal device of monitoring curve |
| CN109659029A (en) * | 2017-10-12 | 2019-04-19 | 深圳市理邦精密仪器股份有限公司 | A kind of data record method, device and monitoring terminal |
| CN107895590A (en) * | 2017-11-27 | 2018-04-10 | 深圳中兴网信科技有限公司 | Process record figure automatic drafting method, device, equipment and medium |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113343057A (en) * | 2021-05-27 | 2021-09-03 | 深圳市中博科创信息技术有限公司 | Data processing method, data processing device, computer equipment and storage medium |
Also Published As
| Publication number | Publication date |
|---|---|
| CN112700511B (en) | 2021-07-13 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| WO2020143328A1 (en) | Server room environment monitoring method employing big data, and related device | |
| US8842119B2 (en) | Displaying system performance information | |
| US8607153B2 (en) | Graphic for displaying multiple assessments of critical care performance | |
| JP5913145B2 (en) | Log visualization device, method, and program | |
| CN101867489A (en) | Method and system for realizing real-time displayed social network visualization | |
| JP6049194B2 (en) | Graph display device, method of operating graph display device, and graph display program | |
| CN110246135B (en) | Follicle monitoring method, device, system and storage medium | |
| CN112700511B (en) | Data drawing method and device, electronic equipment and storage medium | |
| WO2021073117A1 (en) | Oct image segmentation method, apparatus and device, and storage medium | |
| CN114968743A (en) | Abnormal event monitoring method, device, equipment and medium | |
| US20200150636A1 (en) | System and Method for Supporting Production Management | |
| CN109800124B (en) | CPU utilization monitoring method and device, electronic equipment and storage medium | |
| CN109949897A (en) | Display methods, device and the terminal device of monitoring curve | |
| US11478198B2 (en) | Physiological parameter signal fusion processing method, apparatus, and system | |
| CN114095335A (en) | Network alarm processing method and device and electronic equipment | |
| CN112231346B (en) | Visualization method and system for working condition data | |
| US9235424B1 (en) | Managing the performance of a data processing system through visualization of performance metrics data via a cognitive map | |
| CN111736539B (en) | Monitoring data display method, device, system, server and storage medium | |
| CN111104781A (en) | Chart processing method and device | |
| US20220067021A1 (en) | Data insights | |
| RU2715548C2 (en) | Device, method and system for graphical representation of signals depending on resolution | |
| CN115437307A (en) | Early warning method and device based on Thingworx platform and computer-storable medium | |
| RU130423U1 (en) | CRITICAL MATRIX MATRIX OF TELEMECHANIZED OIL AND FISHING OBJECTS | |
| CN117573953B (en) | Page big data visual rendering method, system and storage medium | |
| CN116152385B (en) | Physiological signal drawing method and device, electronic equipment and storage medium |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| CB02 | Change of applicant information |
Address after: 215000 unit 401-404, building 3, No.5 Xinghan street, Suzhou Industrial Park, Jiangsu Province Applicant after: THOTH (SUZHOU) MEDICAL TECHNOLOGY Co.,Ltd. Address before: 215000 15 / F, Tayun building, 188 Tayun Road, Yuexi street, Wuzhong Economic Development Zone, Suzhou City, Jiangsu Province Applicant before: THOTH (SUZHOU) MEDICAL TECHNOLOGY Co.,Ltd. |
|
| CB02 | Change of applicant information | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |