CN-122025054-A - System and method for optimizing orthopedic flow parameters

CN122025054ACN 122025054 ACN122025054 ACN 122025054ACN-122025054-A

Abstract

The invention discloses a system and a method for optimizing parameters of an orthopedics process, which relate to the technical field of orthopedics process optimization and comprise the steps of collecting face and diagnosis data of a diagnosis room, generating a disease severity coefficient by utilizing an intelligent algorithm, dynamically calculating shooting priority by combining face matching and batch information of the image room, optimizing shooting sequence, estimating total time consumption based on historical data, intelligently judging whether overtime exists or not, timely sending out an efficiency prompt, and realizing efficient scheduling and resource optimization of the orthopedics diagnosis process. According to the invention, the disease severity coefficient is generated by intelligently analyzing the diagnosis text, the shooting priority is dynamically calculated by combining face matching and batch information, the shooting sequence is optimized, the total shooting time can be estimated according to historical data, and if the time is over, the imaging department is actively prompted to improve the efficiency, so that the efficient scheduling of resources and the optimization of the flow are realized, and the efficient operation of the diagnosis and treatment flow is ensured.

Inventors

MU JUNLONG
Geng Wenzhao
LI DAPENG

Assignees

山东省文登整骨烟台医院有限公司

Dates

Publication Date: 20260512
Application Date: 20260131

Claims (9)

1. The method for optimizing the orthopedic flow parameters is characterized by comprising the following specific steps of: Step one, acquiring face data of patients in a diagnosis room in different orthopedics rooms in real time, setting a same batch of time period, and acquiring doctor diagnosis condition data in the same batch of time period; Step two, performing etiology keyword matching on doctor diagnosis disease data through a clinical etiology intelligent attribution algorithm to obtain a serious coefficient, acquiring image room patient face data at an orthopedics image room gate, matching the image room patient face data with the clinic room patient face data according to an acquisition sequence to obtain a queuing sequence value, recording the batch, the serious coefficient and the queuing sequence value, comprehensively calculating to obtain a shooting priority coefficient, sequencing the shooting priority coefficient according to a sequencing algorithm, and determining the shooting X-ray film sequence; Counting the number of shooting priority coefficients for determining the sequence of shooting X-ray films to obtain the number of shooting persons, summing up and calculating the shooting time of the historical orthopedics patients with the same severity coefficient according to the number of shooting persons to obtain the shooting time to be consumed, adding and calculating the shooting time to be consumed and the time at the moment according to the shooting time to obtain the actual required time, comparing the actual required time with the working time, shooting according to the sequence of shooting X-ray films and ending if the actual required time does not exceed the working time, and sending a shooting efficiency improving prompt to an orthopedics image room and ending if the actual required time exceeds the working time.
2. The method for optimizing orthopedic flow parameters of claim 1, wherein the severity coefficients are obtained in the following manner: Setting a keyword array, storing words with different illness degrees in different memory addresses of the keyword array, assigning M to each word with the lowest illness degree, wherein M is a positive number larger than one, assigning 2M to each word with the lowest illness degree, and so on until each word is assigned completely, setting character codes, carrying out character code matching according to the words in doctor diagnosis illness data and the words with different illness degrees, counting the times of matching success to obtain the times of matching success, and carrying out summation calculation on the word assignment of matching success according to the times of matching success to obtain a serious coefficient.
3. The method for optimizing orthopedic flow parameters of claim 2, wherein the specific step of character encoding matching of words in the doctor diagnosis condition data with words of different condition degrees comprises the following steps: And (3) matching the words of any memory address in the keyword array with the words in the doctor diagnosis disease data from the first word of the word arrangement sequence, wherein the number of the matched words is one until the words of the memory address are matched with the words in the doctor diagnosis disease data, if the matching is successful, continuously matching the words of any memory address in the keyword array with the words in the doctor diagnosis disease data from the first two words of the word arrangement sequence, and the number of the matched words is two until the words of the memory address are matched with the words in the doctor diagnosis disease data, and the like, until the matching is failed, stopping the matching of the memory address, and continuing the next memory address until the words of each memory address in the keyword array are matched with the words in the doctor diagnosis disease data.
4. The method for optimizing orthopedic flow parameters of claim 1, wherein the specific acquisition mode of the queuing sequence values is as follows: Setting a waiting time period when each same batch time period is finished, wherein each waiting time period is associated with the corresponding same batch time period, matching the similarity between the face in the face data of the patient in the image room and the face in the face data of the patient in the diagnosis room in the corresponding same batch time period in the waiting time period, setting a queuing sequence value corresponding to the orthopedics patient, and assigning a queuing sequence value successfully matched And (2) and Assigning a positive number greater than one to the queuing order value for which the match was unsuccessful And (2) and Less than After the waiting time period is exceeded, faces of the orthopaedics patients in the same batch of time period are collected by the second cameras, and after the priority of the orthopaedics patients is adjusted, the queuing sequence value which does not participate in matching is assigned to 0, namely the queuing sequence value of the orthopaedics patients which is not collected by the second cameras is assigned to 0.
5. The method for optimizing orthopedic flow parameters of claim 1, wherein the specific acquisition method of the shooting priority coefficient is as follows: ; Wherein, the A photographing priority coefficient is represented and, Represent the first The batch of the material is processed, Representing the severity coefficient of the person, Representing the queuing order value.
6. The method for optimizing orthopedic flow parameters of claim 1, wherein the determining the order of taking X-ray films is performed in the following specific manner: Assigning the priority coefficient of the orthopedics patient taking X-rays or the orthopedics patient taking X-rays as a negative number, excluding and sorting the orthopedics patients taking the negative number of the priority coefficient, sorting the priority coefficient according to the order from large to small by a rapid sorting algorithm, and determining the sequence of taking X-rays.
7. The method for optimizing orthopedic flow parameters of claim 1, wherein the shooting about to consume time is obtained in the following specific ways: Inquiring the longest time for photographing the X-ray film of the orthopedics patient with the same severity coefficient according to the severity coefficient of each orthopedics patient in the photographing population, and summing the longest time for photographing the X-ray film of each orthopedics patient with the same severity coefficient according to the photographing population to obtain the photographing impending consumption time.
8. The method for optimizing orthopedic flow parameters of claim 1, wherein the actual time required is obtained in the following manner: The decimal unit of the shooting consumed time is converted into a time decimal unit, and then the time decimal unit is added with the current time according to a time decimal rule to obtain the actual required time.
9. A system for optimizing orthopedic flow parameters for implementing a method for optimizing orthopedic flow parameters according to any of claims 1-8, the system comprising a data acquisition module, a condition priority analysis module, and a shooting time analysis module; The data acquisition module is used for acquiring face data of patients in the diagnosis rooms of different orthopedics in real time, setting the same batch time period and acquiring doctor diagnosis disease data in the same batch time period; The disease priority analysis module is used for carrying out etiology keyword matching on doctor diagnosis disease data through a clinical etiology intelligent attribution algorithm to obtain a severity coefficient, collecting image room patient face data at an orthopedics image room gate, matching the image room patient face data with the clinic room patient face data according to a collection sequence to obtain a queuing sequence value, recording which batch, comprehensively calculating the batch, the severity coefficient and the queuing sequence value to obtain a shooting priority coefficient, sequencing the shooting priority coefficient according to a sequencing algorithm, and determining the shooting X-ray film sequence; The shooting time analysis module is used for counting the number of shooting priority coefficients for determining the sequence of shooting X-ray films to obtain the number of shooting persons, summing up and calculating the shooting time of historical orthopedics patients with the same severity coefficient according to the number of shooting persons to obtain shooting about to-be-consumed time, adding and calculating the shooting about to-be-consumed time and the time at the moment to obtain actual required time, comparing the actual required time with working time, shooting according to the sequence of shooting X-ray films and ending if the actual required time does not exceed the working time, and sending a shooting efficiency improvement prompt to an orthopedics image room and ending if the actual required time exceeds the working time.

Description

System and method for optimizing orthopedic flow parameters Technical Field The invention relates to the technical field of orthopedics flow optimization, in particular to a system and a method for optimizing orthopedics flow parameters. Background The method comprises the steps of enabling an orthopedics doctor to open an X-ray doctor's advice containing an examination type and a part in an electronic medical record system, synchronizing the doctor's advice to an image archiving and communication system of an orthopedics department after system verification, enabling the image archiving and communication system to link a resource scheduling system, distributing examination resources according to conventional or urgent or intraoperative scenes and equipment requirements to generate an appointment or urgent scheduling instruction, enabling a technician to check identity and control equipment through a workstation of the image archiving and communication system during patient examination, uploading digital images and images in a standard format to the image archiving and communication system, enabling a radiologist to automatically return to the electronic medical record system of the orthopedics department after the image archiving and communication system completes image reporting, reminding the doctor, enabling the doctor to formulate a diagnosis and treatment scheme based on the report, and enabling the doctor to adapt to special requirements of preoperative assessment, intraoperative assistance and postoperative review of orthopedics. For example, the invention patent publication number CN109998673B discloses a system and method for optimizing orthopedic flow parameters, including parameters related to the anatomic and biomechanical fit of an implant or implant system implanted in a patient's joint. These systems and methods may utilize preoperatively gathered patient-specific information along with optimization algorithms to determine an optimal implant design and optimal position and orientation for implanting an implant into a particular patient's joint. In general, orthopedics in hospitals is provided with a plurality of consulting rooms, and when doctors in different consulting rooms apply for X-ray films for patients in similar time, the special imaging department in orthopedics only processes according to the time sequence of application receiving, but does not carry out priority grading according to the emergency degree of illness state, so that medical resource mismatch is caused. Disclosure of Invention Technical problem to be solved Aiming at the defects of the prior art, the invention provides a system and a method for optimizing orthopedic flow parameters, which solve the problem that after a plurality of doctors in a doctor's office in orthopedics department of the hospital open an X-ray film application at similar time, the special image department of orthopedics department is not classified according to the emergency degree of illness state, is only processed according to the application receiving time, and finally leads to medical resource mismatch. The method for optimizing the parameters of the orthopedics process comprises the following specific steps of collecting face data of patients in the diagnosis rooms of different orthopaedics in real time, setting the same batch time period, collecting doctor diagnosis condition data in the same batch time period, carrying out cause keyword matching on the doctor diagnosis condition data through a clinical cause intelligent attribution algorithm to obtain a serious coefficient, collecting face data of the patients in the image room at a door of the orthopaedics image room, matching the face data of the patients in the image room with the face data of the patients in the diagnosis room according to the collection sequence to obtain a queuing sequence value, recording the number of the face data, sequencing the batch, the serious coefficient and the queuing sequence value to obtain a shooting priority coefficient, sequencing the shooting priority coefficient according to a sequencing algorithm, determining the shooting X-ray film sequence, carrying out quantity statistics on the shooting priority coefficient which determines the shooting X-ray film sequence to obtain the number of the shooting persons at the moment, summing the shooting time of the patients with the same serious coefficient according to the shooting history to obtain the consumption time, adding the time to the shooting time of the orthopaedics patient, carrying out calculation according to the time, carrying out the calculation to the time consumption time, carrying out the sum of the time, carrying out the time and the required by the shooting time is not to be more than the actual time, if the required time is not longer than the required time, and the actual shooting time is finished, and if the required time is not longer than the required to be than the actual time is fin