Preoperative examination reservation method and system for inpatient
By obtaining information from patients and departments, and using the appointment planning network to optimize preoperative examination appointments for inpatients, the problem of low efficiency in manual appointment planning is solved, and more efficient examination arrangements and travel time optimization is achieved.
Patent Information
- Application Number
- CN202411269456.8
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-09-11
- Publication Date
- 2024-12-27
AI Technical Summary
In the prior art, due to poor manual accuracy, appointment time for inpatients, the appointment time is dispersed, conflicts occur frequently, and low efficiency.
By obtaining the patient's preoperative examination requirements information, department appointment sorting information and travel time, using the appointment planning network to identify target examination items and departments, determining priority based on patient remarks information, using a unified scheduling strategy to adjust the appointment sequence, optimize the examination sequence and route. Improve the accuracy and efficiency of appointment planning.
It effectively avoids the problems of low accuracy and low timeliness of manual appointments, improves the accuracy of sorting of inspection items, ensures efficient examinations of patients, reduces travel time and comprehensively improves the efficiency of intelligent appointment planning.
Smart Images
Figure CN119204273A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of intelligent appointment planning, and in particular to a method and system for booking preoperative examinations for inpatients. Background Art
[0002] Existing inpatient preoperative examination appointments are usually made independently by various examination departments, resulting in scattered appointment times, frequent examination conflicts, and longer average hospital stays. Therefore, how to improve inpatient appointment planning is the key to improving the efficiency of inpatient examination time.
[0003] Since traditional inpatient appointment planning is completed by the isolated systems of various examination departments, if an examination conflict occurs, it is necessary to manually contact the departments for coordination to help patients adjust their appointments. However, the accuracy of manual appointment planning is poor, and the number of appointments and the conditions of the scheduled patients in each department are different. For patients who are in a hurry for surgery, it is difficult to adjust the appointment order of each scheduled patient, resulting in low efficiency of intelligent appointment planning for patients. Summary of the invention
[0004] The main purpose of the present invention is to provide a method and system for booking preoperative examinations for hospitalized patients, aiming to solve the problem that the existing technology has poor accuracy in manual appointment planning and the actual appointment situation will change in real time with the change of time, resulting in low efficiency of intelligent appointment planning for patients.
[0005] To achieve the above object, the present invention provides a method for booking a preoperative examination for an inpatient, the method comprising:
[0006] Obtain the patient's preoperative examination requirement information, the patient's current remarks information, the current appointment sorting information of each department, and the travel time between each department, and based on the patient's preoperative examination requirement information, identify each target examination item that the patient needs to examine, and the estimated examination time of each target examination item;
[0007] Identify the target department corresponding to each target examination item, and based on the current appointment sorting information of each target department, identify the current target appointment information of each target department for each target examination item;
[0008] Based on the travel time between the target departments, the estimated examination time of each target examination item, and the current target appointment information of each target examination item, the initial appointment information of each target examination item of the patient is planned through the appointment planning network, and based on the current remarks information of the patient, the examination priority of the patient in each target examination item is identified;
[0009] Based on the inspection priority, the initial reservation information of each of the target inspection items is adjusted through a unified inspection scheduling strategy to obtain the target reservation information of each of the target inspection items.
[0010] Optionally, the identifying, based on the patient's preoperative examination requirement information, each target examination item that the patient needs to examine and the estimated examination duration of each target examination item includes:
[0011] Based on the patient's preoperative examination requirement information, identify each required examination information of the patient, and query the target examination item to which each required examination information belongs and the historical examination duration of each target examination item in the examination database;
[0012] Based on the historical inspection durations of each target inspection item, the average historical inspection duration of each target inspection item is calculated, and the average historical inspection duration of each target inspection item is used as the estimated inspection duration of each target inspection item.
[0013] Optionally, the identifying the current target appointment information of each target department for each target examination item based on the current appointment sorting information of each target department includes:
[0014] For each target department, based on the current appointment ranking information of the target department, identify the sub-appointment ranking information of the target department in each target examination item, and for each target examination item, based on the sub-appointment ranking information of each target examination item, identify the current number of appointments for each target examination item;
[0015] Obtain the current inspection time information of each target inspection item, identify the current average inspection time of each target inspection item, and calculate the current waiting time of each target inspection item based on the current number of appointments for each target inspection item and the current average inspection time of each target inspection item;
[0016] The current waiting time of each target inspection item and the current number of reservations for each target inspection item are used as the current target reservation information of each target inspection item.
[0017] Optionally, the planning of the initial reservation information of each target examination item of the patient through the reservation planning network based on the travel time between each target department, the estimated examination time of each target examination item, and the current target reservation information of each target examination item includes:
[0018] Based on the travel time between the target departments, identify the time travel sequence from each target department to other target departments, and based on the estimated inspection time of each target inspection item, identify the inspection time sequence of each target inspection item;
[0019] Based on the current target appointment information of each target examination item, the appointment duration sequence of each target examination item is identified, and the time progression sequence between each target department and other target departments, the estimated examination duration of each target examination item, and the examination time sequence of each target examination item are input into the appointment planning network to obtain the appointment order of each target examination item and the examination sequence of each target examination item;
[0020] The reservation order of each of the target examination items and the examination sequence of each of the target examination items are used as initial reservation information of each of the target examination items of the patient.
[0021] Optionally, the identifying the examination priority of the patient in each of the target examination items based on the current remark information of the patient includes:
[0022] Splitting the current remark information of the patient into the item remark information of each target examination item, and identifying the semantic information corresponding to the item remark information of the target examination item through a semantic recognition network for each target examination item;
[0023] Extracting each semantic feature of the semantic information, and querying a database for a priority value corresponding to each semantic feature;
[0024] The maximum priority value is filtered as the inspection priority of the target inspection item.
[0025] Optionally, the unified inspection scheduling strategy includes an inspection scheduling strategy and a route planning strategy, and the initial reservation information of each target inspection item is adjusted based on the inspection priority through the unified inspection scheduling strategy to obtain the target reservation information of each target inspection item, including:
[0026] Based on the examination priority of each scheduled patient in the current target appointment information of each target examination item and the examination priority of the patient, the appointment order of the patient in each target examination item is adjusted through the examination scheduling strategy to obtain the target appointment order of each target examination item;
[0027] Based on the target appointment order of each target examination item, the time travel sequence from each target department to other target departments, and the estimated examination duration of each target examination item, the examination order of the patient is replanned through the route planning strategy to obtain the target examination order of the patient;
[0028] The target reservation order of the patient and the target examination order of the patient are used as the target reservation information of the patient.
[0029] In addition, to achieve the above-mentioned purpose, the present invention also provides a preoperative examination reservation system for inpatients, the preoperative examination reservation system for inpatients comprising:
[0030] An acquisition module, used to acquire the patient's preoperative examination requirement information, the patient's current remarks information, the current appointment sorting information of each department, and the travel time between each department, and based on the patient's preoperative examination requirement information, identify each target examination item that the patient needs to examine, and the estimated examination time of each target examination item;
[0031] An identification module, used to identify the target department corresponding to each target examination item, and based on the current appointment sorting information of each target department, identify the current target appointment information of each target department for each target examination item;
[0032] A planning module, for planning the initial appointment information of each target examination item of the patient through an appointment planning network based on the travel time between each target department, the estimated examination time of each target examination item, and the current target appointment information of each target examination item, and identifying the examination priority of the patient in each target examination item based on the current remarks information of the patient;
[0033] The adjustment module is used to adjust the initial reservation information of each target inspection item based on the inspection priority and through a unified inspection scheduling strategy to obtain the target reservation information of each target inspection item.
[0034] Optionally, the acquisition module is specifically used to:
[0035] Based on the patient's preoperative examination requirement information, identify each required examination information of the patient, and query the target examination item to which each required examination information belongs and the historical examination duration of each target examination item in the examination database;
[0036] Based on the historical inspection durations of each target inspection item, the average historical inspection duration of each target inspection item is calculated, and the average historical inspection duration of each target inspection item is used as the estimated inspection duration of each target inspection item.
[0037] Optionally, the identification module is specifically used to:
[0038] For each target department, based on the current appointment ranking information of the target department, identify the sub-appointment ranking information of the target department in each target examination item, and for each target examination item, based on the sub-appointment ranking information of each target examination item, identify the current number of appointments for each target examination item;
[0039] Obtain the current inspection time information of each target inspection item, identify the current average inspection time of each target inspection item, and calculate the current waiting time of each target inspection item based on the current number of appointments for each target inspection item and the current average inspection time of each target inspection item;
[0040] The current waiting time of each target inspection item and the current number of reservations for each target inspection item are used as the current target reservation information of each target inspection item.
[0041] Optionally, the planning module is specifically used to:
[0042] Based on the travel time between the target departments, identify the time travel sequence from each target department to other target departments, and based on the estimated inspection time of each target inspection item, identify the inspection time sequence of each target inspection item;
[0043] Based on the current target appointment information of each target examination item, the appointment duration sequence of each target examination item is identified, and the time progression sequence between each target department and other target departments, the estimated examination duration of each target examination item, and the examination time sequence of each target examination item are input into the appointment planning network to obtain the appointment order of each target examination item and the examination sequence of each target examination item;
[0044] The reservation order of each of the target examination items and the examination sequence of each of the target examination items are used as initial reservation information of each of the target examination items of the patient.
[0045] Optionally, the planning module is specifically used to:
[0046] Splitting the current remark information of the patient into the item remark information of each target examination item, and identifying the semantic information corresponding to the item remark information of the target examination item through a semantic recognition network for each target examination item;
[0047] Extracting each semantic feature of the semantic information, and querying a database for a priority value corresponding to each semantic feature;
[0048] The maximum priority value is filtered as the inspection priority of the target inspection item.
[0049] Optionally, the adjustment module is specifically used to:
[0050] Based on the examination priority of each scheduled patient in the current target appointment information of each target examination item and the examination priority of the patient, the appointment order of the patient in each target examination item is adjusted through the examination scheduling strategy to obtain the target appointment order of each target examination item;
[0051] Based on the target appointment order of each target examination item, the time travel sequence from each target department to other target departments, and the estimated examination duration of each target examination item, the examination order of the patient is replanned through the route planning strategy to obtain the target examination order of the patient;
[0052] The target reservation order of the patient and the target examination order of the patient are used as the target reservation information of the patient.
[0053] In a third aspect, the present application provides a computer device, wherein the computer device comprises a memory and a processor, wherein the memory stores a computer program, and when the processor executes the computer program, the steps of any one of the methods in the first aspect are implemented.
[0054] In a fourth aspect, the present application provides a computer-readable storage medium having a computer program stored thereon, wherein when the computer program is executed by a processor, the steps of any one of the methods in the first aspect are implemented.
[0055] In a fifth aspect, the present application provides a computer program product. The computer program product includes a computer program, and when the computer program is executed by a processor, the steps of any one of the methods in the first aspect are implemented.
[0056] The present invention provides a method and system for booking preoperative examinations for inpatients, the method comprising: obtaining the patient's preoperative examination requirement information, the patient's current remark information, the current booking sorting information of each department, and the travel time between each department, and based on the patient's preoperative examination requirement information, identifying each target examination item that the patient needs to check and the estimated examination time of each target examination item; identifying the target department corresponding to each target examination item, and based on the current booking sorting information of each target department, identifying the current target booking information of each target department for each target examination item; based on the travel time between each target department, the estimated examination time of each target examination item, and the current target booking information of each target examination item, planning the initial booking information of each target examination item of the patient through a booking planning network, and based on the patient's current remark information, identifying the patient's examination priority in each target examination item; based on the examination priority, adjusting the initial booking information of each target examination item through a unified examination scheduling strategy to obtain the target booking information of each target examination item. First, this solution identifies the patient's target examination items, the estimated examination time of each target examination item, and the current target appointment information of each target examination item, and plans the appointment information of each target examination item of the patient through the appointment planning network, which not only avoids the low accuracy and low timeliness of manual appointments, but also improves the accuracy of sorting each appointment examination item by using a neural network to sort the appointments of each target examination item from all aspects of multiple target examination items. Then, this solution combines the priority of each target examination item in the patient's current remarks information to uniformly adjust the appointments of each patient in different target examination items, thereby ensuring that the patient can be examined efficiently without affecting the examination needs of each patient, and the examination can also be planned based on the travel time between each target department, thereby reducing the travel time consumption during the examination process, thereby comprehensively improving the efficiency of intelligent appointment planning for patients. BRIEF DESCRIPTION OF THE DRAWINGS
[0057] In order to more clearly illustrate the scheme in the present application, a brief introduction is given below to the drawings required for use in the description of the embodiments of the present application. Obviously, the drawings described below are some embodiments of the present application. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying any creative work.
[0058] Figure 1 is a flow chart of a method for booking a preoperative examination for an inpatient provided by an embodiment of the present invention;
[0059] Figure 2It is a structural schematic diagram of a preoperative examination reservation system for inpatients provided by an embodiment of the present invention;
[0060] Figure 3 An internal structure diagram of a computer device provided in an embodiment of the present invention. DETAILED DESCRIPTION
[0061] The preoperative examination reservation method for inpatients provided by the embodiment of the present invention is applied to the preoperative examination reservation system for inpatients. Unless otherwise defined, all technical and scientific terms used in this document have the same meaning as those commonly understood by technicians in the technical field of this application; the terms used in the specification of the application herein are only for the purpose of describing specific embodiments and are not intended to limit this application; the terms "including" and "having" in the specification and claims of this application and the above-mentioned drawings and any variations thereof are intended to cover non-exclusive inclusions. The terms "first", "second", etc. in the specification and claims of this application or the above-mentioned drawings are used to distinguish different objects, not to describe a specific order.
[0062] Reference to "embodiments" herein means that a particular feature, structure, or characteristic described in conjunction with the embodiments may be included in at least one embodiment of the present application. The appearance of the phrase in various locations in the specification does not necessarily refer to the same embodiment, nor is it an independent or alternative embodiment that is mutually exclusive with other embodiments. It is explicitly and implicitly understood by those skilled in the art that the embodiments described herein may be combined with other embodiments.
[0063] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiments of the present application will be clearly and completely described below in conjunction with the accompanying drawings.
[0064] The method for booking a preoperative examination for an inpatient provided in an embodiment of the present application can be applied to an application environment for booking a preoperative examination for an inpatient. The method can be applied to a terminal, a server, or a system including a terminal and a server, and is implemented through the interaction between the terminal and the server. The terminal may be, but is not limited to, various personal computers, laptops, smart phones, tablet computers, and the like. The terminal identifies the patient's target examination items, the estimated examination duration of each target examination item, and the current target appointment information of each target examination item, and plans the appointment information of each target examination item of the patient through an appointment planning network, which not only avoids the problems of low accuracy and low timeliness of manual appointments, but also the present solution performs appointment sorting processing on each target examination item from all aspects of multiple target examination items through a neural network, thereby improving the sorting accuracy of each appointment examination item. Then, this solution combines the priority of each target examination item in the patient's current notes information to uniformly adjust the appointments of each patient in different target examination items, thereby ensuring that the patient can undergo an efficient examination without affecting the examination needs of each patient. The examination can also be planned based on the travel time between each target department, thereby reducing the travel time during the examination process, thereby comprehensively improving the efficiency of intelligent appointment planning for patients.
[0065] In one embodiment, Figure 1 As shown, a method for booking a preoperative examination for an inpatient is provided, and the method is applied to a terminal as an example for explanation, including the following steps:
[0066] Step S101, obtain the patient's preoperative examination requirement information, the patient's current notes information, the current appointment sorting information of each department, and the travel time between departments, and based on the patient's preoperative examination requirement information, identify the target examination items that the patient needs to examine and the estimated examination time for each target examination item.
[0067] In this embodiment, the terminal responds to the information upload operation of the medical staff to obtain the preoperative examination demand information of the patient who needs surgery, wherein the preoperative examination demand information includes various demand inspection information, wherein the demand inspection information can be, but is not limited to, physical examinations such as weight, blood pressure, internal and external surgery, eyes, ears, mouth, and gynecology; laboratory examinations: such as blood, urine, and stool routine, liver and kidney function, blood lipids, blood sugar, uric acid, cervical smears, etc.; auxiliary examinations: such as electrocardiograms, chest X-rays, abdominal ultrasound examinations, etc., each demand inspection information corresponds to an inspection item, but each inspection item may include one or more demand inspection information. Then, the terminal obtains the current remarks information of the medical staff for the patient, and the current remarks information includes the inspection time requirement information for each demand inspection information, and the inspection time requirement information may be the inspection time range of each demand inspection information. Then, the terminal obtains the current appointment sorting information of each department by querying the inspection appointment information in the inspection appointment system of each department. Finally, the terminal obtains the travel time between each department by receiving the travel time corresponding to the manually entered travel route between each department.
[0068] Based on the patient's preoperative examination demand information, the terminal identifies the target examination items that the patient needs to check and the estimated examination time of each target examination item. Among them, various examination items, such as routine physical examination items, usually include examinations of internal medicine, surgery, ophthalmology, otolaryngology, and stomatology. Laboratory physical examination items include blood routine, urine routine, stool routine and other items. Blood biochemical tests include liver function, kidney function, blood lipids, blood sugar, electrolytes, myocardial enzyme spectrum, and thyroid function. Chest X-rays, electrocardiograms, color Doppler ultrasounds of the liver, gallbladder, pancreas, and spleen, as well as ultrasounds of the kidneys, ureters, and bladders can also be performed. In addition, there are some targeted examinations, such as vaginal discharge examinations, HPV examinations, breast examinations, and uterine adnexal ultrasounds for female patients. Male patients can also undergo examinations of the reproductive system such as the prostate. In addition, for middle-aged and elderly patients, due to the increased incidence of tumors, screening for tumor items can also be performed, such as examinations of tumor markers such as alpha-fetoprotein and carcinoembryonic antigen, lung CT, gastrointestinal endoscopy, and breath test to check Helicobacter pylori can also be performed. In addition, middle-aged and elderly patients are at higher risk of cardiovascular and cerebrovascular diseases, and can undergo cardiac ultrasound, arterial elasticity, carotid ultrasound, head MRI and other examinations. Each examination item corresponds to a department, and each department corresponds to one or more examination items.
[0069] Step S102, identifying the target department corresponding to each target examination item, and based on the current appointment sorting information of each target department, identifying the current target appointment information of each target department for each target examination item.
[0070] In this embodiment, the terminal identifies the target department corresponding to each target inspection item, and identifies the current target appointment information of each target department for each target inspection item based on the current appointment sorting information of each target department. The current target appointment information includes the current waiting time of each target inspection item and the current appointment number of each target inspection item. The specific identification process will be described in detail later.
[0071] Step S103, based on the travel time between target departments, the estimated examination time of each target examination item, and the current target appointment information of each target examination item, the initial appointment information of each target examination item of the patient is planned through the appointment planning network, and based on the patient's current notes information, the patient's examination priority in each target examination item is identified.
[0072] In this embodiment, the terminal plans the initial reservation information of each target examination item of the patient through the reservation planning network based on the travel time between each target department, the estimated examination time of each target examination item, and the current target reservation information of each target examination item, and identifies the patient's examination priority in each target examination item based on the patient's current remarks information. Among them, the reservation planning network is a deep learning neural network based on reinforcement learning technology. The inspection priority is the priority percentage of the inspection item. The higher the priority percentage, the higher the inspection priority of the inspection item, and the lower the priority percentage, the lower the inspection priority of the inspection item.
[0073] Step S104, based on the inspection priority, the initial reservation information of each target inspection item is adjusted through a unified inspection scheduling strategy to obtain the target reservation information of each target inspection item.
[0074] In this embodiment, the terminal adjusts the initial reservation information of each target examination item through a unified examination scheduling strategy based on the examination priority, and obtains the target reservation information of each target examination item. The unified examination scheduling strategy includes an examination scheduling strategy and a route planning strategy. The examination scheduling strategy is used to adjust the appointment order of each scheduled patient in each examination item, and the route planning strategy is a time-priority route planning method based on a route planning network.
[0075] Based on the above scheme, by identifying the patient's target examination items, the estimated examination time of each target examination item, and the current target appointment information of each target examination item, the appointment planning network is used to plan the appointment information of each target examination item of the patient, which can not only avoid the low accuracy and low timeliness of manual appointments, but also the scheme uses a neural network to sort the appointments of each target examination item from all aspects of multiple target examination items, thereby improving the sorting accuracy of each appointment examination item. Then, this scheme combines the priority of each target examination item in the patient's current remarks information to uniformly adjust the appointments of each patient in different target examination items, thereby ensuring that the patient can be examined efficiently without affecting the examination needs of each patient, and the examination can also be planned based on the travel time between each target department, thereby reducing the travel time consumption during the examination process, thereby comprehensively improving the efficiency of intelligent appointment planning for patients.
[0076] Optionally, based on the patient's preoperative examination requirement information, identify each target examination item that the patient needs to examine and the estimated examination time for each target examination item, including: based on the patient's preoperative examination requirement information, identify the patient's various required examination information, and query in the examination database the target examination items to which each required examination information belongs, as well as the historical examination times for each target examination item; based on the historical examination times for each target examination item, calculate the average historical examination time for each target examination item, and use the average historical examination time for each target examination item as the estimated examination time for each target examination item.
[0077] In this embodiment, the terminal identifies each required examination information of the patient based on the patient's preoperative examination requirement information, and queries the target examination items to which each required examination information belongs and each historical examination duration of each target examination item in the examination database. The historical examination duration is the examination duration of each target examination item for different patients. The examination database includes the subordinate relationship between each required examination information and the examination item, and includes each historical examination information of each target examination item, and the historical examination information includes the examination time, examination patient, examination duration, examination result and other information of the examination item.
[0078] Then, the terminal calculates the average historical inspection duration of each target inspection item based on the historical inspection durations of each target inspection item, and uses the average historical inspection duration of each target inspection item as the estimated inspection duration of each target inspection item.
[0079] Based on the above solution, the estimated inspection time of each target inspection item and the target inspection item corresponding to each required inspection information are identified by querying the inspection database, thereby improving the accuracy and efficiency of recognition.
[0080] Optionally, based on the current appointment sorting information of each target department, identify the current target appointment information of each target department for each target inspection item, including: for each target department, based on the current appointment sorting information of the target department, identify the sub-appointment sorting information of the target department for each target inspection item, and for each target inspection item, based on the sub-appointment sorting information of each target inspection item, identify the current number of appointments for each target inspection item; obtain the current inspection time information of each target inspection item, identify the current average inspection time of each target inspection item, and calculate the current waiting time of each target inspection item based on the current number of appointments for each target inspection item and the current average inspection time of each target inspection item; use the current waiting time of each target inspection item and the current number of appointments for each target inspection item as the current target appointment information of each target inspection item.
[0081] In this embodiment, for each target department, the terminal identifies the sub-reservation sorting information of the target department in each target inspection item based on the current reservation sorting information of the target department, and for each target inspection item, identifies the current number of reservations for each target inspection item based on the sub-reservation sorting information of each target inspection item. Then, the terminal obtains the current inspection time information of each target inspection item, identifies the current average inspection time of each target inspection item, and calculates the current waiting time of each target inspection item based on the current number of reservations for each target inspection item and the current average inspection time for each target inspection item. Among them, the calculation method is to multiply the current average inspection time by the current number of reservations to obtain the current waiting time of the target inspection item. Then, the terminal uses the current waiting time of each target inspection item and the current number of reservations for each target inspection item as the current target reservation information of each target inspection item.
[0082] Based on the above solution, by retrieving the current appointment information of each target department and analyzing the waiting number and waiting time for each target examination item, the time difference and inefficiency problems of manual data acquisition are avoided, and the timeliness and comprehensiveness of identifying the current target appointment information for each target examination item are improved.
[0083] Optionally, based on the travel time between each target department, the estimated examination time of each target examination item, and the current target appointment information of each target examination item, the initial appointment information of each target examination item of the patient is planned through the appointment planning network, including: based on the travel time between each target department, identifying the time travel sequence from each target department to other target departments, and based on the estimated examination time of each target examination item, identifying the examination time sorting of each target examination item; based on the current target appointment information of each target examination item, identifying the appointment time sorting of each target examination item, and inputting the time travel sequence from each target department to other target departments, the estimated examination time of each target examination item, and the examination time sorting of each target examination item into the appointment planning network to obtain the appointment order of each target examination item and the examination sequence of each target examination item; using the appointment order of each target examination item and the examination sequence of each target examination item as the initial appointment information of each target examination item of the patient.
[0084] In this embodiment, the terminal identifies the time travel sequence from each target department to other target departments based on the travel time between each target department, and identifies the inspection time sequence of each target inspection item based on the estimated inspection time of each target inspection item. The time travel sequence is a time travel sequence arranged in order from short to long according to the time between the target department and each other target department. The inspection time sequence is a time travel sequence sorted from short to long according to the estimated inspection time.
[0085] Then, the terminal identifies the reservation duration sequence of each target inspection item based on the current target reservation information of each target inspection item. The reservation duration sequence is a sequence in which the reservation duration is sorted from short to long.
[0086] Then, the terminal inputs the time travel sequence between each target department and other target departments, the estimated inspection time of each target inspection item, and the inspection time sorting of each target inspection item into the appointment planning network to obtain the appointment order of each target inspection item and the inspection sequence of each target inspection item. In the generation of the appointment order of each target inspection item, the appointment planning network will identify the patient type of the appointment patient for each target inspection item, and then automatically adjust the appointment order according to the patient type, thereby improving the inspection time efficiency of each emergency patient, and the patient type includes but is not limited to emergency critically ill patients, emergency patients, hospitalized patients, non-hospitalized patients and other types.
[0087] Finally, the terminal uses the reservation order of each target examination item and the examination sequence of each target examination item as the initial reservation information of each target examination item of the patient.
[0088] Based on the above scheme, through the appointment planning network, by comprehensively analyzing the time progression sequence between the target departments, the inspection time ranking of each target inspection item, and the inspection time ranking of each target inspection item, the appointment order of the patient's target inspection items and the inspection sequence of each target inspection item are identified, and the initial appointment information of the patient's target inspection items is obtained, thereby improving the comprehensiveness and accuracy of identifying the patient's initial appointment information.
[0089] Optionally, based on the patient's current notes information, identify the patient's examination priority in each target examination item, including: splitting the patient's current notes information into project notes information for each target examination item, and for each target examination item, identifying the semantic information corresponding to the project notes information of the target examination item through a semantic recognition network; extracting each semantic feature of the semantic information, and querying the priority value corresponding to each semantic feature in a database; and screening the maximum priority value as the inspection priority of the target examination item.
[0090] In this embodiment, the terminal splits the patient's current notes information into project notes information of each target inspection item, and for each target inspection item, identifies the semantic information corresponding to the project notes information of the target inspection item through a semantic recognition network. Among them, the semantic recognition network is a semantic network of a large language model. Then, the terminal extracts each semantic feature of the semantic information, and queries the priority value corresponding to each semantic feature in the database. Among them, the way to extract each semantic feature is to extract the semantic features of each text content in each semantic information through a semantic extraction network, and the semantic extraction network is a recurrent neural network (RNN). In the database, the time limit range corresponding to each priority value is stored. The terminal queries the time limit range to which each time limit information belongs through the time limit information in each semantic feature, and uses the priority value corresponding to the time limit range as the priority value corresponding to each semantic feature. Finally, the terminal filters the maximum priority value as the inspection priority of the target inspection item.
[0091] Based on the above scheme, the inspection priority of each target inspection item is identified through the semantic recognition network and the semantic feature extraction network, which improves the error tolerance and convenience of inputting the remark information, and also improves the accuracy of the inspection priority of each target inspection item.
[0092] Optionally, the unified examination scheduling strategy includes an examination scheduling strategy and a route planning strategy. Based on the examination priority, the initial appointment information of each target examination item is adjusted through the unified examination scheduling strategy to obtain the target appointment information of each target examination item, including: based on the examination priority of each scheduled patient in the current target appointment information of each target examination item, and the examination priority of the patient, the appointment order of the patient in each target examination item is adjusted through the examination scheduling strategy to obtain the target appointment order of each target examination item; based on the target appointment order of each target examination item, the time travel sequence from each target department to other target departments, and the estimated examination time of each target examination item, the examination order of the patient is re-planned through the route planning strategy to obtain the target examination order of the patient; the target appointment order of the patient and the target examination order of the patient are used as the target appointment information of the patient.
[0093] In this embodiment, the terminal adjusts the patient's appointment order for each target examination item based on the examination priority of each scheduled patient in the current target appointment information of each target examination item and the patient's examination priority through the examination scheduling strategy to obtain the target appointment order for each target examination item. The examination scheduling strategy is an examination scheduling strategy that sorts according to examination priority and patient type, wherein the examination priority is the primary factor for sorting, and the appointment sequence groups with the same examination priority are first divided according to the examination priority, and then sorted according to the patient type in each appointment sequence group to obtain the user's target appointment order for each target examination item.
[0094] Then, based on the target appointment order of each target examination item, the time travel sequence from each target department to other target departments, and the estimated examination time of each target examination item, the terminal replans the patient's examination order through a route planning strategy to obtain the patient's target examination order. Among them, the route planning network corresponding to the route planning strategy is a target patrol optimization network based on a self-attention mechanism, and the target patrol optimization network can be, but is not limited to, a neural network corresponding to an ant colony algorithm, or a neural network corresponding to a fish swarm algorithm, etc. Finally, the terminal uses the patient's target appointment order and the patient's target examination order as the patient's target appointment information.
[0095] Based on the above scheme, by combining the priority of each target examination item in the patient's current notes information, the appointment of each patient in different target examination items can be uniformly adjusted, so as to ensure that the patient can be examined efficiently without affecting the examination needs of each patient. The examination can also be planned based on the travel time between each target department, thereby reducing the travel time during the examination process, thereby comprehensively improving the efficiency of intelligent appointment planning for patients.
[0096] It should be understood that, although the various steps in the flowcharts involved in the above-mentioned embodiments are displayed in sequence according to the indication of the arrows, these steps are not necessarily executed in sequence according to the order indicated by the arrows. Unless there is a clear explanation in this article, the execution of these steps does not have a strict order restriction, and these steps can be executed in other orders. Moreover, at least a part of the steps in the flowcharts involved in the above-mentioned embodiments can include multiple steps or multiple stages, and these steps or stages are not necessarily executed at the same time, but can be executed at different times, and the execution order of these steps or stages is not necessarily to be carried out in sequence, but can be executed in turn or alternately with other steps or at least a part of the steps or stages in other steps.
[0097] Based on the same inventive concept, the embodiment of the present application also provides a preoperative examination reservation system for inpatients for implementing the preoperative examination reservation method for inpatients involved above. The implementation scheme for solving the problem provided by the system is similar to the implementation scheme recorded in the above method, so the specific limitations in the embodiments of the preoperative examination reservation system for one or more inpatients provided below can refer to the limitations of the preoperative examination reservation method for inpatients above, and will not be repeated here.
[0098] Further references Figure 2 , as a response to the above Figure 1 To implement the method shown, the present application provides an embodiment of a preoperative examination reservation system 200 for inpatients, the preoperative examination reservation system for inpatients comprises an acquisition module 210, an identification module 220, a planning module 230 and an adjustment module 240, wherein:
[0099] The acquisition module 210 is used to acquire the patient's preoperative examination requirement information, the patient's current remarks information, the current appointment sorting information of each department, and the travel time between each department, and identify each target examination item that the patient needs to examine and the estimated examination time of each target examination item based on the patient's preoperative examination requirement information;
[0100] An identification module 220 is used to identify the target department corresponding to each target examination item, and based on the current appointment sorting information of each target department, identify the current target appointment information of each target department for each target examination item;
[0101] The planning module 230 is used to plan the initial appointment information of each target examination item of the patient through the appointment planning network based on the travel time between each target department, the estimated examination time of each target examination item, and the current target appointment information of each target examination item, and identify the examination priority of the patient in each target examination item based on the current remarks information of the patient;
[0102] The adjustment module 240 is used to adjust the initial reservation information of each of the target inspection items based on the inspection priority and through a unified inspection scheduling strategy to obtain the target reservation information of each of the target inspection items.
[0103] Optionally, the acquisition module 210 is specifically configured to:
[0104] Based on the patient's preoperative examination requirement information, identify each required examination information of the patient, and query the target examination item to which each required examination information belongs and the historical examination duration of each target examination item in the examination database;
[0105] Based on the historical inspection durations of each target inspection item, the average historical inspection duration of each target inspection item is calculated, and the average historical inspection duration of each target inspection item is used as the estimated inspection duration of each target inspection item.
[0106] Optionally, the identification module 220 is specifically configured to:
[0107] For each target department, based on the current appointment ranking information of the target department, identify the sub-appointment ranking information of the target department in each target examination item, and for each target examination item, based on the sub-appointment ranking information of each target examination item, identify the current number of appointments for each target examination item;
[0108] Obtain the current inspection time information of each target inspection item, identify the current average inspection time of each target inspection item, and calculate the current waiting time of each target inspection item based on the current number of appointments for each target inspection item and the current average inspection time of each target inspection item;
[0109] The current waiting time of each target inspection item and the current number of reservations for each target inspection item are used as the current target reservation information of each target inspection item.
[0110] Optionally, the planning module 230 is specifically configured to:
[0111] Based on the travel time between the target departments, identify the time travel sequence from each target department to other target departments, and based on the estimated inspection time of each target inspection item, identify the inspection time sequence of each target inspection item;
[0112] Based on the current target appointment information of each target examination item, the appointment duration sequence of each target examination item is identified, and the time progression sequence between each target department and other target departments, the estimated examination duration of each target examination item, and the examination time sequence of each target examination item are input into the appointment planning network to obtain the appointment order of each target examination item and the examination sequence of each target examination item;
[0113] The reservation order of each of the target examination items and the examination sequence of each of the target examination items are used as initial reservation information of each of the target examination items of the patient.
[0114] Optionally, the planning module 230 is specifically configured to:
[0115] Splitting the current remark information of the patient into the item remark information of each target examination item, and identifying the semantic information corresponding to the item remark information of the target examination item through a semantic recognition network for each target examination item;
[0116] Extracting each semantic feature of the semantic information, and querying a database for a priority value corresponding to each semantic feature;
[0117] The maximum priority value is filtered as the inspection priority of the target inspection item.
[0118] Optionally, the adjustment module 240 is specifically configured to:
[0119] Based on the examination priority of each scheduled patient in the current target appointment information of each target examination item and the examination priority of the patient, the appointment order of the patient in each target examination item is adjusted through the examination scheduling strategy to obtain the target appointment order of each target examination item;
[0120] Based on the target appointment order of each target examination item, the time travel sequence from each target department to other target departments, and the estimated examination duration of each target examination item, the examination order of the patient is replanned through the route planning strategy to obtain the target examination order of the patient;
[0121] The target reservation order of the patient and the target examination order of the patient are used as the target reservation information of the patient.
[0122] Each module in the above-mentioned preoperative examination reservation system for inpatients can be implemented in whole or in part by software, hardware, or a combination thereof. Each of the above-mentioned modules can be embedded in or independent of a processor in a computer device in the form of hardware, or can be stored in a memory in a computer device in the form of software, so that the processor can call and execute operations corresponding to each of the above modules.
[0123] In one embodiment, a computer device is provided. The computer device may be a terminal, and its internal structure diagram may be as follows: Figure 3 As shown. The computer device includes a processor, a memory, a communication interface, a display screen and an input system connected through a system bus. Among them, the processor of the computer device is used to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system and a computer program. The internal memory provides an environment for the operation of the operating system and the computer program in the non-volatile storage medium. The communication interface of the computer device is used to communicate with an external terminal in a wired or wireless manner, and the wireless manner can be achieved through WIFI, a mobile cellular network, NFC (near field communication) or other technologies. When the computer program is executed by the processor, a method for preoperative examination appointment for inpatients is implemented. The display screen of the computer device can be a liquid crystal display screen or an electronic ink display screen, and the input system of the computer device can be a touch layer covered on the display screen, or a button, trackball or touchpad set on the computer device housing, or an external keyboard, touchpad or mouse, etc.
[0124] Those skilled in the art will understand that Figure 3 The structure shown in the figure is only a block diagram of a part of the structure related to the solution of the present application, and does not constitute a limitation on the computer device to which the solution of the present application is applied. The specific computer device may include more or fewer components than those shown in the figure, or combine certain components, or have a different arrangement of components.
[0125] In one embodiment, a computer device is provided, including a memory and a processor, wherein a computer program is stored in the memory, and when the processor executes the computer program, the steps of any one of the methods in the first aspect are implemented.
[0126] In one embodiment, a computer-readable storage medium is provided, on which a computer program is stored. When the computer program is executed by a processor, the steps of any one of the methods in the first aspect are implemented.
[0127] In one embodiment, a computer program product is provided, comprising a computer program, which, when executed by a processor, implements the steps of any one of the methods in the first aspect.
[0128] It should be noted that the user information (including but not limited to user device information, user personal information, etc.) and data (including but not limited to data used for analysis, stored data, displayed data, etc.) involved in this application are all information and data authorized by the user or fully authorized by all parties.
[0129] Those skilled in the art can understand that all or part of the processes in the above-mentioned embodiment methods can be completed by instructing the relevant hardware through a computer program, and the computer program can be stored in a non-volatile computer-readable storage medium. When the computer program is executed, it can include the processes of the embodiments of the above-mentioned methods. Among them, any reference to the memory, database or other medium used in the embodiments provided in the present application can include at least one of non-volatile and volatile memory. Non-volatile memory can include read-only memory (ROM), magnetic tape, floppy disk, flash memory, optical memory, high-density embedded non-volatile memory, resistive random access memory (ReRAM), magnetoresistive random access memory (MRAM), ferroelectric random access memory (FRAM), phase change memory (PCM), graphene memory, etc. Volatile memory can include random access memory (RAM) or external cache memory, etc. As an illustration and not limitation, RAM can be in various forms, such as static random access memory (SRAM) or dynamic random access memory (DRAM). The database involved in each embodiment provided in this application may include at least one of a relational database and a non-relational database. Non-relational databases may include distributed databases based on blockchains, etc., but are not limited to this. The processor involved in each embodiment provided in this application may be a general-purpose processor, a central processing unit, a graphics processor, a digital signal processor, a programmable logic device, a data processing logic device based on quantum computing, etc., but are not limited to this.
[0130] The technical features of the above embodiments may be combined arbitrarily. To make the description concise, not all possible combinations of the technical features in the above embodiments are described. However, as long as there is no contradiction in the combination of these technical features, they should be considered to be within the scope of this specification.
[0131] The above-described embodiments only express several implementation methods of the present application, and the descriptions thereof are relatively specific and detailed, but they cannot be understood as limiting the scope of the present application. It should be pointed out that, for a person of ordinary skill in the art, several variations and improvements can be made without departing from the concept of the present application, and these all belong to the protection scope of the present application. Therefore, the protection scope of the present application shall be subject to the attached claims.
Claims
1. A method for booking a preoperative examination for an inpatient, characterized in that: The method comprises: Obtain the patient's preoperative examination requirement information, the patient's current remarks information, the current appointment sorting information of each department, and the travel time between each department, and based on the patient's preoperative examination requirement information, identify each target examination item that the patient needs to examine, and the estimated examination time of each target examination item; Identify the target department corresponding to each target examination item, and based on the current appointment sorting information of each target department, identify the current target appointment information of each target department for each target examination item; Based on the travel time between the target departments, the estimated examination time of each target examination item, and the current target appointment information of each target examination item, the initial appointment information of each target examination item of the patient is planned through the appointment planning network, and based on the current remarks information of the patient, the examination priority of the patient in each target examination item is identified; Based on the inspection priority, the initial reservation information of each of the target inspection items is adjusted through a unified inspection scheduling strategy to obtain the target reservation information of each of the target inspection items.
2. The method according to claim 1, characterized in that The step of identifying the target examination items that the patient needs to examine and the estimated examination duration of each target examination item based on the patient's preoperative examination requirement information includes: Based on the patient's preoperative examination requirement information, identify each required examination information of the patient, and query the target examination item to which each required examination information belongs and the historical examination duration of each target examination item in the examination database; Based on the historical inspection durations of each target inspection item, the average historical inspection duration of each target inspection item is calculated, and the average historical inspection duration of each target inspection item is used as the estimated inspection duration of each target inspection item.
3. The method according to claim 2, characterized in that The identifying the current target appointment information of each target department for each target examination item based on the current appointment sorting information of each target department includes: For each target department, based on the current appointment ranking information of the target department, identify the sub-appointment ranking information of the target department in each target examination item, and for each target examination item, based on the sub-appointment ranking information of each target examination item, identify the current number of appointments for each target examination item; Obtain the current inspection time information of each target inspection item, identify the current average inspection time of each target inspection item, and calculate the current waiting time of each target inspection item based on the current number of appointments for each target inspection item and the current average inspection time of each target inspection item; The current waiting time of each target inspection item and the current number of reservations for each target inspection item are used as the current target reservation information of each target inspection item.
4. The method according to claim 3, characterized in that The initial reservation information of each target examination item of the patient is planned through the reservation planning network based on the travel time between each target department, the estimated examination time of each target examination item, and the current target reservation information of each target examination item, including: Based on the travel time between the target departments, identify the time travel sequence from each target department to other target departments, and based on the estimated inspection time of each target inspection item, identify the inspection time sequence of each target inspection item; Based on the current target appointment information of each target examination item, the appointment duration sequence of each target examination item is identified, and the time progression sequence between each target department and other target departments, the estimated examination duration of each target examination item, and the examination time sequence of each target examination item are input into the appointment planning network to obtain the appointment order of each target examination item and the examination sequence of each target examination item; The reservation order of each of the target examination items and the examination sequence of each of the target examination items are used as initial reservation information of each of the target examination items of the patient.
5. The method according to claim 4, characterized in that The step of identifying the examination priority of the patient in each of the target examination items based on the current remark information of the patient includes: Splitting the current remark information of the patient into the item remark information of each target examination item, and identifying the semantic information corresponding to the item remark information of the target examination item through a semantic recognition network for each target examination item; Extracting each semantic feature of the semantic information, and querying a database for a priority value corresponding to each semantic feature; The maximum priority value is filtered as the inspection priority of the target inspection item.
6. The method according to claim 5, characterized in that The unified inspection scheduling strategy includes an inspection scheduling strategy and a route planning strategy. Based on the inspection priority, the initial reservation information of each target inspection item is adjusted through the unified inspection scheduling strategy to obtain the target reservation information of each target inspection item, including: Based on the examination priority of each scheduled patient in the current target appointment information of each target examination item and the examination priority of the patient, the appointment order of the patient in each target examination item is adjusted through the examination scheduling strategy to obtain the target appointment order of each target examination item; Based on the target appointment order of each target examination item, the time travel sequence from each target department to other target departments, and the estimated examination duration of each target examination item, the examination order of the patient is replanned through the route planning strategy to obtain the target examination order of the patient; The target reservation order of the patient and the target examination order of the patient are used as the target reservation information of the patient.
7. A preoperative examination reservation system for inpatients, characterized in that: The system comprises: An acquisition module, used to acquire the patient's preoperative examination requirement information, the patient's current remarks information, the current appointment sorting information of each department, and the travel time between each department, and based on the patient's preoperative examination requirement information, identify each target examination item that the patient needs to examine, and the estimated examination time of each target examination item; An identification module, used to identify the target department corresponding to each target examination item, and based on the current appointment sorting information of each target department, identify the current target appointment information of each target department for each target examination item; A planning module, for planning the initial appointment information of each target examination item of the patient through an appointment planning network based on the travel time between each target department, the estimated examination time of each target examination item, and the current target appointment information of each target examination item, and identifying the examination priority of the patient in each target examination item based on the current remarks information of the patient; The adjustment module is used to adjust the initial reservation information of each target inspection item based on the inspection priority and through a unified inspection scheduling strategy to obtain the target reservation information of each target inspection item.
8. A computer device comprising a memory and a processor, wherein the memory stores a computer program, wherein: When the processor executes the computer program, the steps of the method according to any one of claims 1 to 6 are implemented.
9. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, the steps of the method according to any one of claims 1 to 6 are implemented.
10. A computer program product, comprising a computer program, characterized in that When the computer program is executed by a processor, the steps of the method according to any one of claims 1 to 6 are implemented.