CN110090037B - Medical image film typesetting method and device, electronic equipment and readable storage medium - Google Patents
Medical image film typesetting method and device, electronic equipment and readable storage medium Download PDFInfo
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Abstract
The invention discloses a typesetting method of medical image films, which comprises the steps of obtaining a first attention degree of a doctor terminal to each scanning section of a radiation scanning object; screening target scanning sections from the scanning sections according to the first attention; typesetting the target scanning section according to the human body part to which the target scanning section belongs to obtain the medical image film of the radiation scanning object. The invention also discloses a medical image film typesetting device, electronic equipment and a readable storage medium. The invention avoids the dependence on the radiological technician to select and typeset each scanning section, and saves a great deal of manpower; the defects and the mistakes caused by selecting and typesetting each scanning section by a radiological technician according to non-professional film reading experience are avoided, so that the image diagnosis report taken by the radiological scanning object is matched with the medical image film.
Description
Technical Field
The present invention relates to the field of medical imaging technologies, and in particular, to a medical image film typesetting method, device, electronic apparatus, and readable storage medium.
Background
In the medical procedure, after a radiation scanning object is inspected by CT (Computed Tomography, computerized tomography), MR (magnetic resonance ) or other devices, a radiation technologist needs to select a scan section including a suspected or confirmed lesion from the inspected medical image for the condition of the radiation scanning object, and typeset the selected scan section and print the selected scan section into a medical image film for the radiation scanning object. The selected scanning section is selected by a radiation technologist according to own experience during typesetting, however, the image diagnosis report of the radiation scanning object is formed by reading a film on a computer workstation by a doctor according to the film reading result; since the selected typesetter of the medical image film is not the same person as the image diagnosis report presenter, this may cause the image diagnosis report taken by the radiation scanning subject to be inconsistent with the medical image film, and the medical image film may lack a scanning section in which a focus is described in a part of the image diagnosis report.
The foregoing is provided merely for the purpose of facilitating understanding of the technical solutions of the present invention and is not intended to represent an admission that the foregoing is prior art.
Disclosure of Invention
The invention mainly aims to provide a medical image film typesetting method, which aims to solve the technical problem that an image diagnosis report taken by a radiation scanning object is inconsistent with a medical image film because a selected typesetter of the medical image film is inconsistent with an image diagnosis report provider.
In order to achieve the above object, the present invention provides a medical image film typesetting method, comprising:
acquiring a first attention degree of a doctor terminal to each scanning section of a radiation scanning object;
screening target scanning sections from the scanning sections according to the first attention;
typesetting the target scanning section according to the human body part to which the target scanning section belongs to obtain the medical image film of the radiation scanning object.
Optionally, the step of acquiring the first attention degree of the doctor terminal to each scan section of the radiation scan object includes:
acquiring the film reading time length and/or the film reading times of a doctor terminal on each scanning section of a radiation scanning object;
and determining a first attention degree of the doctor terminal to each scanning section according to the film reading time length and/or the film reading times, wherein the larger the value of the film reading time length or the film reading times is, the higher the first attention degree is.
Optionally, the step of determining the first attention degree of the doctor terminal to each scan section according to the film reading time length and/or the film reading times includes:
according to the size of the film reading time length, determining the time length attention of doctors to each scanning section; and/or
According to the number of times of film reading, determining the attention degree of doctors to the number of times of each scanning section;
and determining a first attention degree of the doctor terminal to each scanning section according to the time duration attention degree and/or the frequency attention degree.
Optionally, the step of screening the target scan section from the scan sections according to the first attention degree includes:
sequencing the scanning sections according to the first attention degree from large to small so as to generate a first sequence;
and selecting the scanning sections one by one from the scanning sections according to the first sequence until the number of selected scanning sections is equal to a preset value, and taking the selected scanning sections with the preset value as target scanning sections.
Optionally, the step of sorting the scan sections according to the first attention from large to small to generate a first sequence includes:
identifying focus positions of the scanning sections, and determining second attention degrees of the scanning sections according to the focus positions;
determining the comprehensive attention degree of each scanning section according to the first attention degree and the second attention degree;
And sequencing the scanning sections according to the comprehensive attention degree from large to small so as to generate a first sequence.
Optionally, the step of selecting the scan sections one by one from the scan sections according to the first sequence until the number of selected scan sections is equal to a preset value, and taking the selected scan sections with the preset value as the target scan section includes:
zhang Xuanqu the first sequence of scanning sections are sequenced to the front from the scanning sections until the number of selected scanning sections is equal to a preset value, and the scanning sections with the preset value are taken as preset scanning sections;
transmitting the preset scanning section to a doctor terminal, and acquiring invalid noise fed back by the doctor terminal based on the preset scanning section;
and deleting the scanning section belonging to the ineffective noise in the preset scanning sections to obtain effective scanning sections, and selecting the scanning sections with the preset number and the first sequence which are ranked forward from the effective scanning sections as target scanning sections.
Optionally, the step of typesetting the target scan section according to the human body part to which the target scan section belongs to obtain the medical image film of the radiation scan object includes:
Determining the human body part to which the target scanning section belongs;
sequencing the target scanning sections according to the actual sequence of the human body part to generate a second sequence;
and according to the second sequence, sequentially placing the target scanning sections on the same page surface for display so as to form the medical image film of the radiation scanning object.
In addition, in order to achieve the above object, the present invention also provides a medical image film typesetting device, which includes:
the first acquisition module is used for acquiring a first attention degree of the doctor terminal to each scanning section of the radiation scanning object;
the second acquisition module is used for screening out target scanning sections from the scanning sections according to the first attention;
and the typesetting module is used for typesetting the target scanning section according to the human body part to which the target scanning section belongs to obtain the medical image film of the radiation scanning object.
In addition, to achieve the above object, the present invention also provides an electronic device including: the medical image film typesetting device comprises a memory, a processor and a medical image film typesetting program which is stored in the memory and can be run on the processor, wherein the medical image film typesetting program realizes the steps of the medical image film typesetting method when being executed by the processor.
In addition, in order to achieve the above object, the present invention also provides a readable storage medium having stored thereon a medical image film typesetting program which, when executed by a processor, implements the steps of the medical image film typesetting method as described above.
According to the medical image film typesetting method, the medical image film typesetting device, the electronic equipment and the storage medium, according to the fact that a doctor orders all scanning sections of a radiation scanning object sequentially from high to low according to the first attention degree of the scanning sections, a preset number of scanning sections with the first attention degree being ranked at the front are selected from the scanning sections, and the selected scanning sections are typeset according to a certain sequence to form the medical image film of the radiation scanning object; therefore, the selection and typesetting of each scanning section by a radiology technician are avoided, and a large amount of manpower is saved; and the image diagnosis report taken by the radiation scanning object is obtained after the doctor reads the film, the scanning sections are selected and typeset according to the first attention degree of the doctor to each scanning section, so that the defects and the mistakes caused by the selection and the typesetting of each scanning section by a radiologist according to non-professional film reading experience can be avoided, the problem that the image diagnosis report taken by the radiation scanning object is not matched with a medical image film is avoided, and the image diagnosis report taken by the radiation scanning object is matched with the medical image film.
Drawings
FIG. 1 is a schematic diagram of an electronic device in a hardware operating environment according to an embodiment of the present invention;
FIG. 2 is a flowchart of a first embodiment of a medical image film typesetting method according to the present invention;
fig. 3 is a schematic diagram of a medical image film composition according to a first embodiment of the medical image film composition method of the present invention.
The achievement of the objects, functional features and advantages of the present invention will be further described with reference to the accompanying drawings, in conjunction with the embodiments.
Detailed Description
It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the invention.
The main solutions of the embodiments of the present invention are: acquiring a first attention degree of a doctor terminal to each scanning section of a radiation scanning object; screening target scanning sections from the scanning sections according to the first attention; typesetting the target scanning section according to the human body part to which the target scanning section belongs to obtain the medical image film of the radiation scanning object.
Because the selected typesetter of the medical image film and the image diagnosis report provider are not the same person in the prior art, the image diagnosis report taken by the radiation scanning object may be inconsistent with the medical image film, and the medical image film may lack a scanning section of a focus described in a part of the image diagnosis report.
The invention provides a solution, which avoids the dependence of a radiological technician on the selection and typesetting of each scanning section, and saves a great deal of manpower; the defects and the mistakes caused by selecting and typesetting each scanning section by a radiological technician according to non-professional film reading experience are avoided, so that the image diagnosis report taken by the radiological scanning object is matched with the medical image film.
Referring to fig. 1, fig. 1 is a schematic diagram of an electronic device structure of a hardware running environment according to an embodiment of the present invention.
The electronic device of the embodiment of the invention can be a PC, or can be a mobile terminal device such as a smart phone, a tablet personal computer, an electronic book reader, an MP3 (Moving Picture Experts Group Audio Layer III, dynamic image expert compression standard audio layer 3) player, an MP4 (Moving Picture Experts Group Audio Layer IV, dynamic image expert compression standard audio layer 3) player, a portable computer and the like.
As shown in fig. 1, the electronic device may include: a processor 1001, such as a CPU, a network interface 1004, a user interface 1003, a memory 1005, a communication bus 1002. Wherein the communication bus 1002 is used to enable connected communication between these components. The user interface 1003 may include a Display, an input unit such as a Keyboard (Keyboard), and the optional user interface 1003 may further include a standard wired interface, a wireless interface. The network interface 1004 may optionally include a standard wired interface, a wireless interface (e.g., WI-FI interface). The memory 1005 may be a high-speed RAM memory or a stable memory (non-volatile memory), such as a disk memory. The memory 1005 may also optionally be a storage device separate from the processor 1001 described above.
Those skilled in the art will appreciate that the electronic device structure shown in fig. 1 is not limiting of the electronic device and may include more or fewer components than shown, or may combine certain components, or may be arranged in different components.
As shown in fig. 1, an operating system, a network communication module, a user interface module, and a medical image film composition program may be included in a memory 1005 as a computer storage medium.
In the electronic device shown in fig. 1, the network interface 1004 is mainly used for connecting to a background server and performing data communication with the background server; the user interface 1003 is mainly used for connecting a client (user side) and performing data communication with the client; and the processor 1001 may be configured to call a medical image film composition program stored in the memory 1005 and perform the following operations:
acquiring a first attention degree of a doctor terminal to each scanning section of a radiation scanning object;
screening target scanning sections from the scanning sections according to the first attention;
typesetting the target scanning section according to the human body part to which the target scanning section belongs to obtain the medical image film of the radiation scanning object.
Further, the step of acquiring the first attention degree of the doctor terminal to each scan section of the radiation scan object includes:
acquiring the film reading time length and/or the film reading times of a doctor terminal on each scanning section of a radiation scanning object;
and determining a first attention degree of the doctor terminal to each scanning section according to the film reading time length and/or the film reading times, wherein the larger the value of the film reading time length or the film reading times is, the higher the first attention degree is.
Further, the step of determining the first attention degree of the doctor terminal to each scan section according to the film reading time length and/or the film reading times includes:
according to the size of the film reading time length, determining the time length attention of doctors to each scanning section; and/or
According to the number of times of film reading, determining the attention degree of doctors to the number of times of each scanning section;
and determining a first attention degree of the doctor terminal to each scanning section according to the time duration attention degree and/or the frequency attention degree.
Further, the step of screening the target scan section from the scan sections according to the first attention degree includes:
sequencing the scanning sections according to the first attention degree from large to small so as to generate a first sequence;
And selecting the scanning sections one by one from the scanning sections according to the first sequence until the number of selected scanning sections is equal to a preset value, and taking the selected scanning sections with the preset value as target scanning sections.
Further, the step of sorting the scan sections according to the first degree of interest from large to small to generate a first sequence includes:
identifying focus positions of the scanning sections, and determining second attention degrees of the scanning sections according to the focus positions;
determining the comprehensive attention degree of each scanning section according to the first attention degree and the second attention degree;
and sequencing the scanning sections according to the comprehensive attention degree from large to small so as to generate a first sequence.
Further, according to the first sequence, selecting the scan sections one by one from the scan sections until the number of selected scan sections is equal to a preset value, and taking the selected scan sections with the preset value as the target scan sections includes:
zhang Xuanqu the first sequence of scanning sections are sequenced to the front from the scanning sections until the number of selected scanning sections is equal to a preset value, and the scanning sections with the preset value are taken as preset scanning sections;
Transmitting the preset scanning section to a doctor terminal, and acquiring invalid noise fed back by the doctor terminal based on the preset scanning section;
and deleting the scanning section belonging to the ineffective noise in the preset scanning sections to obtain effective scanning sections, and selecting the scanning sections with the preset number and the first sequence which are ranked forward from the effective scanning sections as target scanning sections.
Further, the step of typesetting the target scan section according to the human body part to which the target scan section belongs to obtain the medical image film of the radiation scan object includes:
determining the human body part to which the target scanning section belongs;
sequencing the target scanning sections according to the actual sequence of the human body part to generate a second sequence;
and according to the second sequence, sequentially placing the target scanning sections on the same page surface for display so as to form the medical image film of the radiation scanning object.
Based on the above hardware structure, the method embodiment of the present invention is presented.
Referring to fig. 2, in a first embodiment of the medical image film composition method of the present invention, the medical image film composition method includes:
Step S10, acquiring a first attention degree of a doctor terminal to each scanning section of a radiation scanning object;
in the embodiment of the invention, after the radiation scanning object is inspected by CT, MR and other equipment, the medical image film taken by the radiation scanning object is formed by screening and arranging the scanning sections according to the medical image film reading condition of doctors on the radiation scanning object, such as the film reading time residence time and the film reading times of the scanning sections. When the radiation scanning object is inspected by CT, MR and other devices, the radiation scanning object information is transmitted mainly by shooting or scanning the body part of the radiation scanning object by CT, MR and other devices to form each scanning section. The scan section refers to a picture obtained by taking or scanning a body part of a radiation scanning object by a device such as a CT or MR when the radiation scanning object receives an examination by the device. In the embodiment of the invention, the information of the doctor such as the film reading time length, the film reading times and the like of the scanning sections is mainly obtained through the doctor terminal, and the first attention degree of the doctor to each scanning section of the radiation scanning object, namely the first attention degree of the doctor terminal to each scanning section of the radiation scanning object is provided.
First, after a radiation scan object is acquired and examined by a CT, MR or other device, the CT, MR or other device photographs or scans each body part of the radiation scan object, and then forms each scan section. A doctor can directly check each scanning section of the radiation scanning object on a computer workstation, and in the process of checking each scanning section of the radiation scanning object, the doctor can quickly browse and skip the scanning section without abnormality, and can stop to carefully check and analyze the scanning section with abnormality, so that the doctor can repeatedly check the scanning section with abnormality. And determining a first attention degree of the doctor to each scanning section of the radiation scanning object according to the condition of the doctor on reading each scanning section of the radiation scanning object. The first attention degree refers to the stay length, the number of times of reading and the like of the doctor in the same scanning section when the doctor reads the film.
Specifically, in one embodiment, a length of time for a doctor to read each scan section is obtained, and a first degree of attention of the doctor to each scan section of a radiation scan object is determined according to the length of time for the doctor to read each scan section. Wherein, the longer the film reading time length is, the higher the first attention degree is. For example, the length of time for reading the scan section 1 is 1 minute, the length of time for reading the scan section 2 is 2 minutes, the length of time for reading the scan section 3 is 3 minutes, and the length of time for reading the scan section 4 is 4 minutes, then the first attention of the doctor to each scan section of the radiation scan object is sequentially from high to low: scanning section 4, scanning section 3, scanning section 2, scanning section 1.
One embodiment is to obtain the number of times the doctor reads each scan section, and determine a first degree of attention of the doctor to each scan section of the radiation scan object according to the number of times the doctor reads each scan section. Wherein, the more the number of the film reading, the higher the first attention degree. For example, the number of times of reading the scan section 1 is 1, the number of times of reading the scan section 2 is 2, the number of times of reading the scan section 3 is 3, and the number of times of reading the scan section 4 is 4, then the first attention of the doctor to each scan section of the radiation scan object is sequentially from high to low: scanning section 4, scanning section 3, scanning section 2, scanning section 1.
In one embodiment, a length of time and a number of times of reading a slice of each scan section by a doctor are obtained, and a first degree of attention of the doctor to each scan section of a radiation scan object is determined according to the length of time and the number of times of reading the slice of each scan section by the doctor. Wherein, the longer the film reading time length is, the higher the first attention degree is; the greater the number of reads, the higher the first degree of attention.
Step S20, screening out target scanning sections from all the scanning sections according to the first attention;
specifically, sequencing all the scanning sections successively according to the first attention degree of the scanning sections from high to low; and sequentially selecting a preset Zhang Paixu preceding scanning section from the sequenced scanning sections according to the sequence of the scanning sections to obtain a target scanning section. The target scanning section is a scanning section with a plurality of attention degrees selected from all the scanning sections and ranked at the front. For example, the first degree of attention of the doctor to each scan section of the radiation scan object is ordered sequentially from high to low: the scanning section 6, the scanning section 5, the scanning section 4, the scanning section 3, the scanning section 2 and the scanning section 1 need to be selected from the scanning sections with 3 first attention degrees ordered at the front, and then the target scanning sections obtained by the sequential selection are as follows: a scanning section 6, a scanning section 5 and a scanning section 4.
And step S30, typesetting the target scanning section according to the human body part to which the target scanning section belongs to obtain the medical image film of the radiation scanning object.
In one embodiment, when the apparatus such as CT or MR photographs or scans the body part of the subject, the apparatus photographs or scans the body part in a certain order, for example, the order from the head to the foot of the subject or the order from the foot to the head of the subject, and records the photographing serial numbers of each section according to the photographing or scanning order. After the target scanning sections are selected, the target scanning sections are sequenced according to the shooting sequence number of each scanning section, and the target scanning sections are sequentially placed on the same page to be displayed according to the sequencing of the target scanning sections, so that the medical image film of the radiation scanning object is formed. After the medical image film is formed, the medical image film can be directly sent to a self-service printing end for the radiation scanning object to print by itself. For example, the target scan section obtained by selection is: scanning section A, scanning section B, scanning section C, scanning section A's shooting sequence number is 10, scanning section B's shooting sequence number 3, scanning section C's shooting sequence number 15, if according to shooting sequence number from big to small sequencing, carry out the sequential sequencing with the target scanning section and be: scanning section C, scanning section A, scanning section B; if the target scanning sections are sequenced from small to large according to the shooting sequence numbers, sequencing the target scanning sections sequentially as follows: scanning section B, scanning section A, scanning section C.
One embodiment is to identify which part of the body of the subject is shot or scanned in the target scan section, then sequentially sort the target scan sections according to the up-down sequence of the body parts, and sequentially place the target scan sections on the same page according to the sequential sort of the target scan sections for display, thereby forming the medical image film of the subject. After the medical image film is formed, the medical image film can be directly sent to a self-service printing end for the radiation scanning object to print by itself. For ease of understanding, the above example of step S20 is continued. For example, the scan section 6 is a chest of a radiation scan subject, the scan section 5 is a pelvis of a radiation scan subject, and the scan section 4 is a head of a radiation scan subject, which are sequentially from top to bottom: the head, chest and pelvis of the radiation scanning object are ordered as follows: a scanning section 4, a scanning section 6 and a scanning section 5.
In the embodiment, the first attention degree of a doctor to each scanning section of the radiation scanning object is sequentially ordered from high to low, a preset number of scanning sections with the first attention degree ordered at the front are selected, and the selected scanning sections are typeset according to a certain order to form a medical image film of the radiation scanning object; therefore, the selection and typesetting of each scanning section by a radiology technician are avoided, and a large amount of manpower is saved; and the image diagnosis report taken by the radiation scanning object is obtained after the doctor reads the film, the scanning sections are selected and typeset according to the first attention degree of the doctor to each scanning section, and the problem that the image diagnosis report taken by the radiation scanning object is not matched with the medical image film because a radiation technologist selects and typesets each scanning section according to experience can be avoided.
Further, step S30 includes:
step S31, determining the human body part to which the target scanning section belongs;
specifically, by means of artificial intelligence AI identification and the like, identifying which part of the body of the subject is subjected to radiation scanning or is shot by the target scanning section; or determining which part of the body of the radiation scanning object is shot or scanned by the target scanning section according to the body parts of the radiation scanning object shot or scanned by each scanning section recorded by the system. The human body part refers to a body part of a radiation scanning object shot or scanned by equipment such as CT, MR and the like in a target scanning section. If the head of the body of the subject is scanned by the radiation shot or scanned by the CT, MR and other equipment, the body part of the subject to which the target scan section belongs is the head; if the radiation of CT, MR, etc. equipment shoots or scans the pelvic cavity of the subject's body, the body part to which the target scan section belongs is the pelvic cavity.
Step S32, sorting the target scanning sections according to the actual sequence of the human body parts to generate a second sequence;
the actual sequence refers to the sequence of the body parts of a normal person. For example, the foot, chest, head and pelvis are sequentially arranged from top to bottom, and the head, chest, pelvis and foot are sequentially arranged from bottom to top. The second sequence is a sequential target scanning section sequence obtained by sequencing the target scanning sections according to the actual sequence of the human body part.
Specifically, in one embodiment, the target scan sections are ordered in a top-to-bottom order of the body part to generate the second sequence. In one embodiment, the target scan slices are ordered in a bottom-up order of the body part to generate the second sequence.
And step S33, according to the second sequence, sequentially placing the target scanning sections on the same page surface for display so as to form the medical image film of the radiation scanning object.
Specifically, according to the ordering of the target scanning sections in the second sequence, the target scanning sections are placed and displayed in sequence from left to right and/or from top to bottom on the same layout page, so as to form the medical image film of the radiation scanning object. After the medical image film is formed, the medical image film can be directly sent to a self-service printing end for the radiation scanning object to print by itself. For example, referring to fig. 3, the ordering of the target scan slices in the second sequence is: and the scanning section B, the scanning section D, the scanning section C and the scanning section A are sequentially placed and displayed on the same page from left to right to form the medical image film of the radiation scanning object shown in figure 3.
In this embodiment, the target scan sections are typeset according to the actual sequence of the human body parts of the scan sections, so that each typeset scan section follows a certain sequence, and the radiation scan object can quickly find the corresponding scan section in the medical image film when viewing the image diagnosis report.
Further, in the second embodiment of the medical image film typesetting method of the present invention, based on the embodiment described in fig. 2, step S10 includes:
step S11, acquiring the film reading time length and/or the film reading times of a doctor terminal on each scanning section of a radiation scanning object;
in particular, one embodiment is to obtain a length of time a doctor reads each scan section of a radiation scan object. One embodiment is to obtain the number of views of each scan section of the radiation scan subject by the physician. One embodiment is to obtain a length of time a doctor reads each scan section of a radiation scan object and a number of times the doctor reads each scan section of the radiation scan object. The film reading time length refers to the stay time length of a doctor in a scanning section when the doctor refers to the scanning section. The number of times of reading refers to the number of times that the same scan section is referred to by a doctor when the doctor refers to the scan section.
Step S12, according to the film reading time length and/or the film reading times, determining a first attention degree of the doctor terminal to each scanning section, wherein the larger the value of the film reading time length or the film reading times is, the higher the first attention degree is.
Specifically, in one embodiment, the first attention degree of each scan section is determined according to the time length of the doctor for reading each scan section of the radiation scan object. In one embodiment, the first degree of interest of each scan section is determined based on the number of times the doctor reads each scan section of the radiation scan object. One embodiment is to determine a first degree of attention for each scan section of a radiation scan object based on a length of time a doctor reads each scan section of the radiation scan object and a number of times the doctor reads each scan section of the radiation scan object. Wherein, the longer the film reading time length is, the higher the first attention degree is; the greater the number of reads, the higher the first degree of attention.
In this embodiment, according to a length of time that a doctor reads each scan section of a radiation scan object and/or a number of times that a doctor reads each scan section of a radiation scan object, a first attention degree of a doctor to each scan section is determined; the first attention degree is obtained by combining the actual film reading condition of the doctor, so that the obtained first attention degree is closer to the actual attention degree of the doctor to each scanning section, accurate data are provided for the follow-up acquisition of the target scanning section from each scanning section according to the first attention degree, and the acquired target scanning section further accords with the scanning section of the focus described by the doctor in the image diagnosis report.
Further, step S12 includes:
step A10, determining the duration attention degree of a doctor terminal to each scanning section according to the size of the film reading duration; and/or
Specifically, a preset mapping table with a one-to-one mapping relationship between the film reading time length and the time length attention can be preset; and when the duration attention corresponding to the film reading duration is determined, directly acquiring the duration attention having a mapping relation with the film reading duration from a preset mapping table. The time length attention degree refers to the attention degree of a doctor on the scanning section according to the film reading time length of the doctor on the same scanning section. For example, the length of a film reading is 1 minute, and the corresponding length of attention is seventy percent; the film reading time is 2 minutes, and the corresponding time focusing degree is six to five percent; the film reading time is 2 seconds, and the corresponding time focusing degree is one percent.
Step A20, determining the frequency attention degree of doctors to each scanning section according to the number of times of film reading;
specifically, a preset mapping table with a one-to-one mapping relationship between the number of times of reading and the attention of the number of times can be preset; and when the frequency attention degree corresponding to the number of the film reading is determined, directly acquiring the frequency attention degree with the mapping relation with the number of the film reading in a preset mapping table. The frequency attention degree refers to the attention degree of a doctor on the scanning section according to the number of times that the doctor reads the same scanning section. For example, the number of reads is 1, and the corresponding number of times attention is one percent; the number of times of reading is 3, and the corresponding attention degree of the number of times is seventy percent; the number of times of reading is 5, and the corresponding number of times attention is eighty percent.
And step A30, determining a first attention degree of the doctor terminal to each scanning section according to the duration attention degree and/or the frequency attention degree.
Specifically, in one embodiment, the time degree of attention of a doctor to one scan section is taken as the first degree of attention of the doctor to the scan section. For example, if the length of the scan section a is seventy percent, then the first focus of the doctor on the scan section a is determined to be seventy percent. And if the duration attention of the scanning section B is one percent, determining that the first attention of the doctor to the scanning section B is one percent.
In one embodiment, the degree of attention of the doctor to the number of times of one scan section is set as the first degree of attention of the doctor to the scan section. For example, if the number of times of the scan section C is seventy percent, it is determined that the first degree of attention of the doctor to the scan section C is seventy percent. And if the degree of attention of the times of the scanning section D is one percent, determining that the first degree of attention of the doctor to the scanning section D is one percent.
One embodiment is that the sum of the time length attention of a doctor to one scanning section multiplied by the weight of the time length attention and the weight of the times attention multiplied by the times attention is obtained as the first attention of the doctor to the scanning section. Wherein the weight of the duration attention should be greater than the weight of the number of times attention in order to be more fit to the actual situation. For example, the length of attention of the scan section E is seventy percent, the number of attention is fifty percent, the length of attention of the scan section F is ten percent, the number of attention is sixty percent, wherein the weight of the length of attention is ninety-five percent, and the weight of the number of attention is five percent; the first degree of interest for scan section E is seventy percent by ninety-five percent and fifty percent by five percent, and the first degree of interest for scan section F is ten percent by ninety-five percent and sixty percent by five percent.
In this embodiment, the first attention degree of the doctor to each scan section is determined according to the time length attention degree and/or the frequency attention degree, so that the obtained first attention degree is closer to the actual attention degree of the doctor to each scan section, accurate data is provided for obtaining the target scan section from each scan section according to the first attention degree, and the obtained target scan section further accords with the scan section of the focus described by the doctor in the image diagnosis report.
Further, in the third embodiment of the medical image film typesetting method of the present invention, based on the embodiment described in fig. 2, step S20 includes:
step S21, sequencing all the scanning sections according to the first attention degree from large to small so as to generate a first sequence;
specifically, the first sequence is generated by sequentially sorting the scan sections with high attention, before the sorting of the scan sections with low attention, and after the sorting of the scan sections with low attention. The first sequence is that each scan section is ordered according to the mode that the first attention degree is ordered to the front and the first attention degree is ordered to the back, and the scan sections are ordered to obtain the scan sections with sequence.
Further, step S21 includes:
step B1, identifying focus positions of the scanning sections, and determining second attention degrees of all the scanning sections according to the focus positions;
specifically, identifying a scanning section containing a focus part by means of artificial intelligence AI identification and the like, and marking the focus part in the scanning section containing the focus part; when the scanning section is identified to contain a focus part, a preset value is obtained as a second attention degree of the scanning section; when the scan section is identified as not containing a lesion site, the second degree of interest of the scan section is considered to be zero. For example, when the scan section a is identified to contain a lesion site, acquiring a preset value of one hundred percent as a second degree of attention of the scan section a; when it is recognized that the scan section B does not contain a lesion site, the second degree of attention of the scan section B is regarded as zero. Further, a second degree of interest of the scan section is determined based on the size or number of lesion sites. Further, a prejudging result of the focus part is given, and the prejudging result is sent to a doctor terminal for a doctor to refer or the doctor.
Step B2, determining the comprehensive attention degree of each scanning section according to the first attention degree and the second attention degree;
Specifically, the sum of the first attention degree of the doctor to the scanning section multiplied by the weight of the first attention degree and the second attention degree multiplied by the weight of the second attention degree of the corresponding scanning section is used as the comprehensive attention degree of the scanning section, so that the comprehensive attention degree of each scanning section is obtained. The comprehensive attention degree refers to the attention degree of the comprehensive doctor on the duration of the scanning section and/or the attention degree of the doctor on the frequency of the scanning section, and the attention degree of the scanning section determined by analyzing the second attention degree of the scanning section.
And B3, sequencing all the scanning sections according to the comprehensive attention from large to small so as to generate a first sequence.
Specifically, the first sequence is generated by sequentially arranging the scanning sections with high comprehensive attention to the front and the scanning sections with low comprehensive attention to the rear. The first sequence refers to sequential scan sections obtained by sequencing each scan section according to a mode that comprehensive attention is ranked higher and forward and comprehensive attention is ranked lower and rearward.
In this embodiment, the attention degree of the scanning section is determined by integrating the attention degree of the doctor on the duration of the scanning section and/or the attention degree of the doctor on the number of times of the scanning section and the second attention degree analysis of the scanning section, so that the sequencing of each scanning section depends on the actual condition of the scanning section, the scanning section with higher reference value is easier to be selected as the target scanning section subsequently, and the medical image film taken by the subsequent radiation scanning object has higher reference value.
Step S22, selecting the scanning sections one by one from the scanning sections according to the first sequence until the number of selected scanning sections is equal to a preset value, and taking the selected scanning sections with the preset value as target scanning sections.
Specifically, the scanning sections which are ranked to the front are ranked according to Zhang Xuanqu first sequences from among all the ranked scanning sections until the number of selected scanning sections is equal to a preset value; and transmitting the selected multiple scan sections to a doctor terminal, and acquiring invalid noise fed back by the doctor terminal based on the transmitted scan sections. Deleting the scanning section belonging to invalid noise from the selected scanning sections, and the scan section with the front sequence order of the preset number of sheets is reserved in the deleted scan section, as a target scan section. For example, from the sorted 100 scan sections, the scan sections with the sorting of 1 to 50 are selected and sent to the doctor terminal, the doctor terminal feeds back that the scan sections with the sorting of 1, 5 and 35 are invalid noise, and if 40 scan sections need to be typeset into the medical image film of the radiation scanning object, the scan sections with the sorting of 2 to 4,6 to 34 and 36 to 43 are regarded as target scan sections.
In this embodiment, the scan sections are sorted by integrating the time duration attention of the doctor to the scan section and/or the frequency attention of the doctor to the scan section and the second attention analysis of the scan section, so that the sorting of each scan section depends on the actual condition of the scan section, and the scan section with higher reference value is easier to be selected as the target scan section later, so that the medical image film taken by the subsequent radiation scan object has higher reference value.
Further, step S22 includes:
step C1, sequentially sorting the scanning sections which are positioned at the front in a first sequence from the scanning sections Zhang Xuanqu until the number of selected scanning sections is equal to a preset value, and taking the scanning sections with the preset value as the preset scanning sections;
and (5) sorting the scanning sections which are ranked to be the front in the first sequence according to Zhang Xuanqu from all the sorted scanning sections until the number of selected scanning sections is equal to a preset value. For example, there are 1000 scan sections ordered, the order is 1 to 1000 in turn, and if 100 scan sections are preset to be selected from the above, the scan sections ordered 1 to 100 are selected. The preset value may be set according to specific requirements, and the value of the preset value is not limited in the embodiment of the present invention. The preset scanning sections refer to scanning sections selected one by one from all the sequenced scanning sections.
Step C2, transmitting the preset scanning section to a doctor terminal, and acquiring invalid noise fed back by the doctor terminal based on the preset scanning section;
and transmitting the selected multiple scan sections to a doctor terminal, and acquiring invalid noise fed back by the doctor terminal based on the transmitted scan sections. In the film reading process, the doctor temporarily leaves the workstation due to other reasons, the stay time of the scanning section is too long, the attention degree of the scanning section is not practical, and the preset scanning section is selected in direct relation with the attention degree of the scanning section, so that the selected preset scanning section belongs to invalid noise, and the doctor eliminates the invalid noise during confirmation. The setting of the artificial intelligence AI recognition is set to be directed to avoid false negatives, so that false positives may be excessively high, and meanwhile, due to the unpredictability of some results of the artificial intelligence AI technology at the present stage, some focus positions identified by the artificial intelligence AI recognition become extremely obvious misjudgment in human eyes, and the misjudgment belongs to invalid noise, and a doctor eliminates the invalid noise during confirmation.
Wherein, the invalid noise refers to the scan section which is considered by doctors to be unnecessary to typeset in the medical image film.
And C3, deleting the scanning sections belonging to the ineffective noise in the preset scanning sections to obtain effective scanning sections, and selecting the scanning sections with the preset number and the first sequence of which the first sequence is ranked forward from the effective scanning sections as target scanning sections.
Deleting the scanning section belonging to invalid noise from the selected multiple preset scanning sections to obtain an effective scanning section; and selecting the scanning section with the first sequence of preset number of sheets to be sequenced in front from the effective scanning sections as a target scanning section. For example, from the 50 scan sections in the order, the scan sections in the order of 1 to 30 are selected and sent to the doctor terminal, the doctor terminal feeds back that the scan sections in the order of 1 and 5 are invalid noise, and 25 scan sections need to be typeset into the medical image film of the radiation scanning object, and then the scan sections in the order of 2 to 4 and 6 to 27 are taken as target scan sections. The effective scan section refers to a scan section which does not belong to ineffective noise in the preset scan section. The preset number refers to the number of scan sections of the target scan section, and the preset number can be set according to specific requirements, and in the embodiment of the present invention, the specific number of preset numbers is not limited.
In the embodiment of the invention, a doctor terminal is sent by selecting a preset number of scanning sections from all ordered scanning sections, invalid noise is removed by the doctor terminal, then the scanning sections with the preset front ordering are selected as target scanning sections, and the target scanning sections are typeset to form a medical image film of a radiation scanning object; the scan section with higher reference value is selected as the target scan section subsequently, so that the medical image film taken by the subsequent radiation scan object has higher reference value.
In addition, the embodiment of the invention also provides a medical image film typesetting device, which comprises:
the first acquisition module is used for acquiring a first attention degree of the doctor terminal to each scanning section of the radiation scanning object;
the second acquisition module is used for screening out target scanning sections from the scanning sections according to the first attention;
and the typesetting module is used for typesetting the target scanning section according to the human body part to which the target scanning section belongs to obtain the medical image film of the radiation scanning object.
Optionally, the first acquisition module is further configured to:
acquiring the film reading time length and/or the film reading times of a doctor terminal on each scanning section of a radiation scanning object;
And determining a first attention degree of the doctor terminal to each scanning section according to the film reading time length and/or the film reading times, wherein the larger the value of the film reading time length or the film reading times is, the higher the first attention degree is.
Optionally, the first acquisition module is further configured to:
according to the size of the film reading time length, determining the time length attention of doctors to each scanning section; and/or
According to the number of times of film reading, determining the attention degree of doctors to the number of times of each scanning section;
and determining a first attention degree of the doctor terminal to each scanning section according to the time duration attention degree and/or the frequency attention degree.
Optionally, the second acquisition module is further configured to:
sequencing the scanning sections according to the first attention degree from large to small so as to generate a first sequence;
and selecting the scanning sections one by one from the scanning sections according to the first sequence until the number of selected scanning sections is equal to a preset value, and taking the selected scanning sections with the preset value as target scanning sections.
Optionally, the second acquisition module is further configured to:
identifying focus positions of the scanning sections, and determining second attention degrees of the scanning sections according to the focus positions;
Determining the comprehensive attention degree of each scanning section according to the first attention degree and the second attention degree;
and sequencing the scanning sections according to the comprehensive attention degree from large to small so as to generate a first sequence.
Optionally, the second acquisition module is further configured to:
zhang Xuanqu the first sequence of scanning sections are sequenced to the front from the scanning sections until the number of selected scanning sections is equal to a preset value, and the scanning sections with the preset value are taken as preset scanning sections;
transmitting the preset scanning section to a doctor terminal, and acquiring invalid noise fed back by the doctor terminal based on the preset scanning section;
and deleting the scanning section belonging to the ineffective noise in the preset scanning sections to obtain effective scanning sections, and selecting the scanning sections with the preset number and the first sequence which are ranked forward from the effective scanning sections as target scanning sections.
Optionally, the typesetting obtaining module is further configured to:
determining the human body part to which the target scanning section belongs;
sequencing the target scanning sections according to the actual sequence of the human body part to generate a second sequence;
And according to the second sequence, sequentially placing the target scanning sections on the same page surface for display so as to form the medical image film of the radiation scanning object.
In addition, the embodiment of the invention also provides a readable storage medium, wherein the readable storage medium stores a medical image film typesetting program, and the medical image film typesetting program realizes the steps of the medical image film typesetting method when being executed by a processor.
The specific embodiments of the readable storage medium of the present invention may refer to the embodiments of the medical image film typesetting method described above, and will not be described herein again.
It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or system that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or system. Without further limitation, an element defined by the phrase "comprising one … …" does not exclude the presence of other like elements in a process, method, article, or system that comprises the element.
The foregoing embodiment numbers of the present invention are merely for the purpose of description, and do not represent the advantages or disadvantages of the embodiments.
From the above description of the embodiments, it will be clear to those skilled in the art that the above-described embodiment method may be implemented by means of software plus a necessary general hardware platform, but of course may also be implemented by means of hardware, but in many cases the former is a preferred embodiment. Based on such understanding, the technical solution of the present invention may be embodied essentially or in a part contributing to the prior art in the form of a software product stored in a storage medium (e.g. ROM/RAM, magnetic disk, optical disk) as described above, comprising instructions for causing a terminal device (which may be a mobile phone, a computer, a server, an air conditioner, or a network device, etc.) to perform the method according to the embodiments of the present invention.
The foregoing description is only of the preferred embodiments of the present invention, and is not intended to limit the scope of the invention, but rather is intended to cover any equivalents of the structures or equivalent processes disclosed herein or in the alternative, which may be employed directly or indirectly in other related arts.
Claims (6)
1. The medical image film typesetting method is characterized by comprising the following steps of:
acquiring a first attention degree of a doctor terminal to each scanning section of a radiation scanning object;
the step of acquiring the first attention degree of the doctor terminal to each scanning section of the radiation scanning object comprises the following steps:
acquiring the film reading time length and/or the film reading times of a doctor terminal on each scanning section of a radiation scanning object;
determining a first attention degree of a doctor terminal to each scanning section according to the film reading time length and/or the film reading times, wherein the larger the value of the film reading time length or the film reading times is, the higher the first attention degree is;
the step of determining the first attention degree of the doctor terminal to each scanning section according to the film reading time length and/or the film reading times comprises the following steps:
determining the duration attention of a doctor to each scanning section according to a preset duration mapping table and the size of the film reading duration, wherein the duration mapping table has a mapping relation between the film reading duration and the duration attention; and/or
Determining the frequency attention degree of doctors to each scanning section according to a preset frequency mapping table and the number of times of film reading, wherein the frequency mapping table has a mapping relation between the number of times of film reading and the frequency attention degree;
According to the duration attention degree and/or the frequency attention degree, determining a first attention degree of a doctor terminal to each scanning section;
screening target scanning sections from the scanning sections according to the first attention;
wherein, the step of screening the target scan section from the scan sections according to the first attention degree includes:
sequencing the scanning sections according to the first attention degree from large to small so as to generate a first sequence;
selecting scanning sections one by one from the scanning sections according to the first sequence until the number of selected scanning sections is equal to a preset value, and taking the scanning sections with the selected preset value as target scanning sections;
wherein the step of sorting the scan sections according to the first degree of interest from large to small to generate a first sequence includes:
identifying focus positions of the scanning sections, and determining second attention degrees of the scanning sections according to the focus positions;
determining the comprehensive attention degree of each scanning section according to the first attention degree and the second attention degree;
Sequencing the scanning sections according to the comprehensive attention from large to small to generate a first sequence;
typesetting the target scanning section according to the human body part to which the target scanning section belongs to obtain the medical image film of the radiation scanning object.
2. The medical image film composition method as claimed in claim 1, wherein said step of selecting scan sections one by one from said scan sections according to said first sequence until the number of selected ones of said scan sections is equal to a preset value, and taking said selected scan sections of the preset value as target scan sections comprises:
zhang Xuanqu the first sequence of scanning sections are sequenced to the front from the scanning sections until the number of selected scanning sections is equal to a preset value, and the scanning sections with the preset value are taken as preset scanning sections;
transmitting the preset scanning section to a doctor terminal, and acquiring invalid noise fed back by the doctor terminal based on the preset scanning section;
and deleting the scanning section belonging to the ineffective noise in the preset scanning sections to obtain effective scanning sections, and selecting the scanning sections with the preset number and the first sequence which are ranked forward from the effective scanning sections as target scanning sections.
3. The medical image film composition method as claimed in claim 1, wherein said step of composing said target scan section according to a human body part to which said target scan section belongs, to obtain a medical image film of said radiation scan object comprises:
determining the human body part to which the target scanning section belongs;
sequencing the target scanning sections according to the actual sequence of the human body part to generate a second sequence;
and according to the second sequence, sequentially placing the target scanning sections on the same page surface for display so as to form the medical image film of the radiation scanning object.
4. The utility model provides a medical image film typesetting device which characterized in that, medical image film typesetting device includes:
the first acquisition module is used for acquiring a first attention degree of the doctor terminal to each scanning section of the radiation scanning object;
the step of acquiring the first attention degree of the doctor terminal to each scanning section of the radiation scanning object comprises the following steps:
acquiring the film reading time length and/or the film reading times of a doctor terminal on each scanning section of a radiation scanning object;
determining a first attention degree of a doctor terminal to each scanning section according to the film reading time length and/or the film reading times, wherein the larger the value of the film reading time length or the film reading times is, the higher the first attention degree is;
The step of determining the first attention degree of the doctor terminal to each scanning section according to the film reading time length and/or the film reading times comprises the following steps:
determining the duration attention of a doctor to each scanning section according to a preset duration mapping table and the size of the film reading duration, wherein the duration mapping table has a mapping relation between the film reading duration and the duration attention; and/or
Determining the frequency attention degree of doctors to each scanning section according to a preset frequency mapping table and the number of times of film reading, wherein the frequency mapping table has a mapping relation between the number of times of film reading and the frequency attention degree;
according to the duration attention degree and/or the frequency attention degree, determining a first attention degree of a doctor terminal to each scanning section;
the second acquisition module is used for screening out target scanning sections from the scanning sections according to the first attention;
screening target scanning sections from the scanning sections according to the first attention;
wherein, the step of screening the target scan section from the scan sections according to the first attention degree includes:
sequencing the scanning sections according to the first attention degree from large to small so as to generate a first sequence;
Selecting scanning sections one by one from the scanning sections according to the first sequence until the number of selected scanning sections is equal to a preset value, and taking the scanning sections with the selected preset value as target scanning sections;
wherein the step of sorting the scan sections according to the first degree of interest from large to small to generate a first sequence includes:
identifying focus positions of the scanning sections, and determining second attention degrees of the scanning sections according to the focus positions;
determining the comprehensive attention degree of each scanning section according to the first attention degree and the second attention degree;
sequencing the scanning sections according to the comprehensive attention from large to small to generate a first sequence;
and the typesetting module is used for typesetting the target scanning section according to the human body part to which the target scanning section belongs to obtain the medical image film of the radiation scanning object.
5. An electronic device, the electronic device comprising: a memory, a processor and a medical image film typesetting program stored on the memory and executable on the processor, which when executed by the processor, implements the steps of the medical image film typesetting method of any one of claims 1 to 3.
6. A readable storage medium, wherein a medical image film composition program is stored on the readable storage medium, which when executed by a processor, implements the steps of the medical image film composition method according to any one of claims 1 to 3.
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