CN117593821A - Intelligent physical examination system and method based on AI algorithm - Google Patents

Abstract

The invention relates to an intelligent physical examination system and method based on an AI algorithm, wherein the system comprises the following steps: the self-help guide and check module is used for the physical examination personnel to carry out self-help registration and automatically enter the total queuing; the AI queuing module is used for automatically generating a queuing scheme for physical examination personnel entering the total queuing queue and automatically updating the queuing scheme when each physical examination personnel performs next check-in; the intelligent accompany module is used for the physical examination personnel to check the corresponding queuing scheme at any time and actively send out a prompt; and the data butt joint module is used for realizing data interaction among the modules. The invention can realize the services of self-help guide inspection, dynamic queuing, mobile reminding and the like, improves the physical examination efficiency and the experience of physical examination staff, saves the cost of medical staff, and upgrades the service quality and the management level.

Description

Intelligent physical examination system and method based on AI algorithm

Technical Field

The invention relates to the technical field of physical examination service, in particular to an intelligent physical examination system and method based on an AI algorithm.

Background

The traditional physical examination center mostly adopts manual payment queuing, and after acquiring a paper body examination list, the paper body examination list is guided to a nearby physical examination diagnosis room for physical examination, and the situations such as queuing, plugging, queue insertion, crowding and the like are frequent.

At present, part of physical examination centers are provided with queuing and number calling systems, but enter a queuing sequence based on payment time, a single queuing scheme cannot be suitable for full-stage examination under the condition of more examination items, the queuing scheme cannot be optimized in real time, and for the items with longer waiting time, examination staff cannot flexibly arrange own time, and only can wait for number calling on site.

Disclosure of Invention

In order to solve the problems, the invention provides an intelligent physical examination system and method based on an AI algorithm, which can realize services such as self-help guide examination, dynamic queuing, mobile reminding and the like, improve physical examination efficiency and experience of physical examination staff, save cost of medical staff and upgrade service quality and management level.

The invention is realized by the following scheme, an intelligent physical examination system based on an AI algorithm comprises:

the self-help guide and check module is used for the physical examination personnel to carry out self-help registration and automatically enter the total queuing;

the AI queuing module is used for automatically generating a queuing scheme for physical examination personnel entering the total queuing queue and automatically updating the queuing scheme when each physical examination personnel performs next check-in;

the intelligent accompany module is used for the physical examination personnel to check the corresponding queuing scheme at any time and actively send out a prompt;

and the data butt joint module is used for realizing data interaction among the modules.

The intelligent physical examination system based on the AI algorithm is further improved in that the intelligent physical examination system based on the AI algorithm further comprises a physical examination reservation module, wherein the physical examination reservation module comprises a reservation control for reserving physical examination, a check control for checking the total queuing number at any time and a confirmation control for confirming whether the physical examination is carried out.

The intelligent physical examination system based on the AI algorithm is further improved in that the intelligent physical examination system further comprises: the physical examination appointment module further includes a remote check-in control for remotely checking in on the day of physical examination to enter the general queuing queue.

The intelligent physical examination system based on the AI algorithm is further improved in that the intelligent physical examination system further comprises: and the three-dimensional examination guiding module is used for presenting the three-dimensional navigation route from any one examination room to the next designated examination room to the examination personnel in the form of an examination map.

The invention further improves an intelligent physical examination system based on an AI algorithm, which also comprises an mobile medical module, wherein the mobile medical module comprises: a call management unit for realizing the number calling; the consulting room management unit is used for displaying consulting room information and realizing the online and offline states of the consulting room; a queue management unit for adjusting the queuing sequence of the consulting room by human intervention.

The intelligent physical examination system based on the AI algorithm is further improved in that the intelligent physical examination system further comprises a luggage registering module for providing luggage registering service, wherein the luggage registering module is used for actively sending out luggage registering reminding after physical examination personnel register and actively reminding to take out the luggage after physical examination personnel with the luggage registering.

The invention also provides an intelligent physical examination method based on the AI algorithm, which carries out physical examination by the intelligent physical examination system based on the AI algorithm, and comprises the following steps:

step S1, firstly, self-help registration is carried out on physical examination personnel, and the physical examination personnel automatically enter a total queuing queue after registration;

step S2, an AI queuing module automatically generates a queuing scheme for physical examination personnel entering a total queuing queue;

and step S3, performing physical examination item by item according to the corresponding queuing scheme, checking in from one line to the next examination diagnosis room after each examination, and continuing to perform physical examination according to the updated queuing scheme after the next examination is finished until all physical examination is finished.

The invention further improves an intelligent physical examination method based on an AI algorithm, which is characterized in that the method for generating and updating a queuing scheme by the AI queuing module comprises the following steps:

step S21, setting item priority for all physical examination items of a physical examination center in advance;

step S22, acquiring the current position of a physical examination person entering a total queuing queue or checking in, the information of items to be checked in, the position of a consulting room to be checked in and the number of queuing people;

step S23, calculating the path length from the physical examination personnel to each examination room to be examined based on the current position of the physical examination personnel and the position of the examination room to be examined;

step S24, sorting all the items to be detected according to a certain sorting principle, wherein the sorting principle comprises the following steps: sorting the items to be detected under the same item priority from high to low according to the item priority of the items to be detected, and sorting the items to be detected under the same item priority from short to long according to the path, and the items to be detected under the same length path according to the order of queuing number from small to large or queuing time from short to long, wherein the queuing time is comprehensively determined by queuing number and physical examination item characteristics;

and S25, generating or updating a queuing scheme based on the sequencing of the examination rooms to be examined and the number of queuing people.

The intelligent physical examination method based on the AI algorithm is further improved in that the current position of the physical examination personnel and the position of the room to be examined, which are automatically acquired, comprise building, floor and physical examination area position attributes;

the path length Y of the physical examination personnel to the examination room to be examined is calculated by adopting the following formula:

Y＝E*X1+F*X2+G*X3

wherein: x1 is the number of buildings which need to be passed from the current position to the examination room to be examined, X2 is the number of floors which need to be passed from the current position to the examination room to be examined, X3 is the number of examination areas which need to be passed from the current position to the examination room to be examined, E, F, G is the weighted value of each building, floor and examination area, and the size of the weighted value E, F, G is determined by judging whether the current position is the same as the building, floor and examination area of the examination room to be examined:

e=0 when the buildings are the same and e=a when the buildings are different; f=0 when floors are the same and f=b when floors are different; g=0 when the physical examination areas are the same, and g=c when the physical examination areas are different; a. b and c are positive numbers, and b is greater than c, and a is much greater than b.

The intelligent physical examination method based on the AI algorithm is further improved as follows:

when a physical examination person registers, selectively marking special crowd for the physical examination person according to personal information of the physical examination person;

the queuing discipline is implemented when generating or updating queuing disciplines for physical examination personnel marked as a particular group of people.

By introducing self-help guide inspection, the problems of crowding and long waiting time caused by manual guide inspection in the prior art are avoided; dynamic queuing can be realized through the AI queuing module, so that the queuing scheme is more flexible and adaptive, and meanwhile, the physical examination efficiency and the experience of physical examination staff are improved by matching with services such as mobile reminding of the intelligent accompany module; by introducing the physical examination reservation system, whether physical examination is performed or not can be temporarily confirmed and canceled, queuing can be performed in advance without going to the site, and physical examination staff can conveniently schedule time by themselves; by introducing the three-dimensional guide and inspection module, the physical examination personnel can be guided to reach the designated consulting room according to the optimal route; by combining the mobile medical module, the manual intervention and adjustment of the queuing scheme can be realized; in addition, the invention also provides an AI algorithm for automatically generating and updating the queuing scheme, the queuing scheme can be optimized by combining the quantity and the content adaptability of the physical examination items of the physical examination personnel, and the data interaction among the modules is realized through the data docking module, so that the physical examination personnel, the guide examination personnel and the examination rooms can all know the queuing condition of each examination room in real time, the cost of the medical care personnel is saved, and the service quality and the management level are upgraded.

Drawings

FIG. 1 shows a system block diagram of the intelligent physical examination system of the present invention.

Fig. 2 shows an illustration of a physical examination of the intelligent physical examination system of the present invention.

FIG. 3 shows a schematic flow chart of physical examination by the intelligent physical examination method of the invention.

FIG. 4 is a flowchart showing an embodiment of the physical examination using the intelligent physical examination method of the present invention.

FIG. 5 illustrates an exemplary diagram of pre-prioritizing physical examination items when generating or updating a queuing scheme in accordance with the present invention.

Figure 6 shows a schematic diagram of the invention when ordering items to be examined.

Detailed Description

In order to solve the problems that the traditional queuing scheme cannot be optimized in real time, is inconvenient for inspectors to flexibly arrange own time and the like, the invention provides the intelligent physical examination system and method based on the AI algorithm, which can realize the services of self-help guide examination, dynamic queuing, mobile reminding and the like, improve the physical examination efficiency and experience of physical examination personnel, save the cost of medical staff and upgrade the service quality and management level. The AI algorithm-based intelligent physical examination system and method are further described below with reference to the drawings in terms of specific embodiments.

Referring to fig. 1, an intelligent physical examination system based on AI algorithm includes:

the self-help guide and check module for the physical examination staff to register by self and automatically enter the total queuing queue after registration, by introducing the self-help guide and check, the problems of crowding and long waiting time caused by manual guide and check in the prior art are avoided, the physical examination staff can enter the self-help guide and check to register by a self-help large screen or a mobile phone applet, the physical examination staff automatically enter the total queuing queue after registration, and meanwhile, a guide and check list can be automatically acquired, and all items to be examined can be seen.

The AI queuing module is used for automatically generating a queuing scheme for physical examination personnel entering the total queuing queue and automatically updating the queuing scheme when the physical examination personnel check in every time, and the AI queuing module can generate the queuing scheme according to the traditional queuing logic, namely, automatically generating the queuing scheme according to the sequence of the total queuing queue and the queuing queues of the examination rooms to be examined; or automatically calculating and generating a queuing scheme according to a preset AI algorithm, such as prioritizing project characteristics, and sequencing according to the priority when queuing, such as calculating the length of a path reaching a physical examination room and sequencing according to the length of the path, or combining various sequencing principles; multiple queuing schemes may also be supported, alternatively. For the condition of more items to be checked, a queuing scheme can be set to only display part of queuing queues of the rooms to be checked, and the queuing queues are updated continuously along with the progress of the checking stage. The AI queuing module can realize dynamic intelligent call queuing, so that each personnel has an adaptive queuing scheme.

The intelligent accompany module is used for the physical examination personnel to check the corresponding queuing scheme at any time and actively send out reminding. In the traditional physical examination, if the number of people waiting in front is too large, people also need to wait on site, and when the people leave, the situation of on-site number calling cannot be known, and the people often pass the number when the people come back, so that the on-site crowding is easy to gather when the number of people is too large. The intelligent physical examination system can intelligently remind the user of calling the number in the whole process by introducing intelligent accompany, corresponding information can be bound at the physical examination client corresponding to mobile phone installation, the user can check the number waiting in front at any time, and the user can automatically remind the user of returning when the user approaches to calling the number, and operations such as micro-signal calling, short message calling, voice calling, secondary calling and number passing can be adopted. The physical examination personnel can be pushed to the next station physical examination room information and the queuing position in time through matching with the queuing scheme, so that the physical examination personnel can not miss examination, miss examination and improve experience.

And the data butt joint module is used for realizing data interaction among the modules. The data interaction between each module (comprising the self-help guide and inspection module, the AI queuing module and the intelligent diagnosis accompanying module) is realized through the data docking module, and the data information of each module is mainly uploaded to the physical examination center, so that each module can acquire the data information of any other module required from the physical examination center through the data docking module. Of course, the modules can be directly connected with each other through data, a physical examination center local area network can be further arranged, besides the modules, various equipment software (such as registration equipment, number calling equipment, a display large screen, a self-service machine and the like) of the physical examination center are all in the local area network range, and a data interaction network in the local area network range is realized, so that physical examination staff, guide examination staff and examination rooms can all know queuing conditions of the examination rooms in real time, the cost of medical staff is saved, and the service quality and management level are improved.

As a preferred embodiment, the intelligent physical examination system further comprises a physical examination reservation module, wherein the physical examination reservation module comprises a reservation control for reserving physical examination, a check control for checking the total queuing number at any time and a confirmation control for confirming whether to go to the physical examination. Preferably, the physical examination appointment module further comprises a remote registration control for remote registration on the day of physical examination to access the total queuing queue. In the traditional physical examination, physical examination staff need to go to the site to queue, if people meet the physical examination with groups, the number of people queuing is large, and the physical examination staff often hesitate whether to queue the physical examination on the same day. The system can check the total queuing number of the physical examination center at any time to confirm whether the physical examination is performed on the same day by introducing the physical examination reservation module, further can realize queuing in advance by a remote registration function, and reasonably arrange time according to queuing schedule, and can reach the site just before the number is called. The reservation system is also convenient for the physical examination center to reasonably arrange the meal, so that waste is avoided.

As a preferred embodiment, the smart physical examination system further comprises: and the three-dimensional examination guiding module is used for presenting the three-dimensional navigation route from any one examination room to the next designated examination room to the examination personnel in the form of an examination map. Referring to fig. 2, a physical examination map is shown in real time on a user terminal APP, and a currently queued room, a next examination room, a room with completed examination, and a room with incomplete examination can be distinguished by different color settings, and the physical examination map can automatically give a route from the current examination room to the next examination room based on a queuing scheme and physical examination progress. Of course, the starting point and the end point of the consulting room can be customized on the physical examination map, and the indoor navigation route from the starting point to the end point can be realized. Through the setting of three-dimensional guide inspection module, can more convenient guide physical examination personnel carry out physical examination, avoid unnecessary detour. The total queuing queue of the physical examination center and the queuing queues of the clinics all adopt a real-time formula principle, support physical examination personnel to inquire the current optimal examination items and the traveling conditions of all the queuing items, the queuing information of each examination item is fully disclosed through an electronic screen, and support the physical examination personnel to automatically inquire the actual geographic position of the next examination item.

As a preferred embodiment, the smart physical examination system further comprises an ambulatory medical module, the ambulatory medical module comprising: the call management unit is used for realizing the operations of calling numbers, completing the consultation, selecting calling, re-calling, passing numbers and the like; the consulting room management unit is used for displaying consulting room information, consulting room queuing personnel and the pressure condition of the consulting room, and can also set the online and offline states of the consulting room; the queue management unit is used for manually intervening and adjusting the queuing sequence of the consulting room, and can adjust the queuing scheme according to the pressure condition of the consulting room, the priority of the examination item and the priority condition of the examination personnel, so as to support the call management, the consulting room management and the queue management at the doctor workstation, the PAD end and the mobile phone end. The mobile medical module performs data interaction with the physical examination center through the data docking module, and completes various system data interaction works such as patient information, doctor information, consulting room information, queue information and the like.

As a preferred embodiment, the baggage accommodation module for providing baggage accommodation service is configured to actively issue an accommodation baggage reminder after check-in of a person and actively remind of taking out baggage after check-in of a person who has accommodated baggage. If the physical examination personnel carry inconvenient physical examination of article, can select to use this luggage deposit service, deposit according to the luggage locker position of instruction, can take out the luggage according to the warning after the physical examination finishes.

An intelligent physical examination method based on the intelligent physical examination system based on the AI algorithm is shown in fig. 3, and comprises the following steps:

step S1, the physical examination personnel perform self-service registration (can use a mobile phone user side to perform field registration, remote registration or use field registration equipment to perform registration), or perform manual registration on the field, and automatically enter a total queuing queue after registration. Preferably, the guide and examination list can be automatically generated according to a preset template and the registration information, and all the information such as the items to be examined, the main examination flow and the like are displayed on the guide and examination list.

And S2, automatically generating a queuing scheme for the physical examination personnel entering the total queuing queue by the AI queuing module. The queuing scheme includes the order of the items that are wired to require physical examination and the queuing positions of the corresponding item rooms.

And step S3, performing physical examination item by item according to the corresponding queuing scheme, checking in from one line to the next examination diagnosis room after each examination, and continuing to perform physical examination according to the updated queuing scheme after the next examination is finished until all physical examination is finished. For the condition of having physical examination dining, can remind the dining automatically when the physical examination finishes, to the physical examination personnel who has deposited the luggage, remind automatically when the physical examination finishes and get the luggage.

Referring specifically to fig. 4, fig. 4 shows a flowchart of a specific example, in which after a physical examination person arrives at the site, the physical examination person registers for a number by self or manually, obtains a guide examination list to confirm the first examination item and the catalogue of all examination items, and the physical examination person enters the arranged waiting area of the first examination item to wait. The checked person is called by calling software to check before the checked person, after the checking of the current project is finished, the next checked project automatically recommended by the system can be checked on the small program of the mobile phone user side, the user can navigate to the corresponding consulting room, and the number passing can be queued again. The applet guides the name of the next item to be checked of the checked person, sends the queuing number reminding, and clicks to navigate to the corresponding consulting room. The subject checks in, waits and checks up to the next project examination room according to the prompt. And repeating the steps until the examination of all the items is completed, and in the examination process, the guide and examination medical staff can check the queuing condition of each consulting room on the mobile guide and examination screen and adjust the queuing strategy according to the requirement. And finally, ordering at the total examination place to complete the whole physical examination process.

As a preferred implementation manner, the AI queuing module is pre-provided with an AI queuing algorithm, and the algorithm combines the characteristics of physical examination items, the content and the number of physical examination items of physical examination personnel, the distribution of each physical examination room and the like to realize automatic generation and updating of a queuing scheme, and the specific method comprises the following steps:

step S21, setting item priority for all physical examination items of the physical examination center in advance. The special items are prioritized, such as setting high priority for blood drawing or examination items of empty stomach and urine holding before meal, and queuing preferentially, while the items which do not need queuing, such as urine examination, feces examination, and the like, can not enter a queuing sequence, and the examination can be inserted at any time when the conditions are met. In addition, when the priority of the items is set, the relevance among the items should be considered, and some items have strict sequence, such as the conditions that the B ultrasonic requires to hold urine, the urine test requires to urinate, and the gynecological test requires no urine, and the three tests can be set as a queue according to the strict sequence: b ultrasonic-urine test-gynecological examination. For the condition of more items, when the priority of the items is set, labels can be set for physical examination items, different label items can be further set for physical examination items under the same label, the physical examination items under the same label item are further set with queues according to the relevance among the items, then the priority is set among the labels, and the priority effective conditions are set among the label items, for example, the queuing time of the queues is less than 5 minutes, the queuing number is less than 5 people, and the like. This allows only items that meet the validation conditions to be queued when candidates are generated or updated.

And S22, acquiring the current position of the physical examination personnel entering the total queuing or checking in, the information of the items to be checked in, the position of the consulting room to be checked in and the number of queuing people. The automatically acquired current position of the physical examination personnel and the position of the room to be examined comprise building, floor and physical examination area position attributes.

And S23, calculating the path length from the physical examination personnel to each examination room based on the current position of the physical examination personnel and the position of the examination room. Specifically, the path length Y of the physical examination staff to the examination room to be examined is calculated by adopting the following formula:

Y＝E*X1+F*X2+G*X3

wherein: x1 is the number of buildings which need to be passed from the current position to the examination room to be examined, X2 is the number of floors which need to be passed from the current position to the examination room to be examined (the difference is calculated for different floors of the same building and the sum is calculated for different floors of different buildings), X3 is the number of examination areas which need to be passed from the current position to the examination room to be examined, E, F, G is the weighted values of the buildings, the floors and the examination areas respectively, and the size of the weighted value E, F, G is determined by judging whether the current position is the same as the buildings, the floors and the examination areas of the examination room to be examined: e=0 when the buildings are the same and e=a when the buildings are different; f=0 when floors are the same and f=b when floors are different; g=0 when the physical examination areas are the same, and g=c when the physical examination areas are different; a. b and c are positive numbers, and b is greater than c, and a is much greater than b.

Since the physical examination area distance of the same floor is not generally large, and b is larger than c, and a is much larger than b, X1 and X3 may each be set to a fixed value of 1 for the sake of simplifying the calculation. For a specific calculation method reference is made to case 3.

Step S24, sorting all the items to be detected according to a certain sorting principle, wherein the sorting principle comprises the following steps: according to the item priority of the items to be checked, the items to be checked under the same item priority are ordered according to the order of the queuing number from small to large or the queuing time from short to long, wherein the queuing time is comprehensively determined by the queuing number and the characteristics of the items to be checked.

And S25, generating or updating a queuing scheme based on the sequencing of the examination rooms to be examined and the number of queuing people. The queuing scheme includes a queue of items to be inspected, and also includes locations in the queuing queues of the various consulting rooms. The queuing position of the common physical examination personnel in each department is automatically arranged at the rearmost part of each queuing queue. If the physical examination personnel belong to special groups, the queue inserting principle is implemented, and the physical examination personnel can be directly inserted into the forefront of the queuing queues of all departments, or the specified interval number can be set by inserting the specified interval number forwards on the basis of the corresponding queuing queues of all departments. Whether the special crowd belongs to the special crowd is based on the mark when the physical examination personnel register, the special crowd mark is selectively carried out according to the personal information of the physical examination personnel during registration, and the special crowd can be VIP, pregnant women, soldiers, old people and the like.

The first ordering principle of the queuing scheme is an item priority principle, the second ordering principle is an inter-office ordering principle, and the third ordering principle is an individual number of queuing people or a queuing time principle in each office. The method is specifically described by the following cases:

case 1: referring to fig. 5, all physical examination items in the physical examination center have 9 (including a-K), and the 9 physical examination items are set to three item priorities, respectively, with the level 1-3, wherein the item a and the item B belong to related items, and are arranged in order of a and B. In the physical examination package selected by the first human inspector, the items C, F, G are contained, and the order of the items in the queuing scheme automatically generated by the system is as follows: C-F-G. If the second physical examination personnel selects a physical examination package containing items A, B, D, G, the system automatically generates a queuing scheme in which the items are ordered as A-B-D-G. The two sorting schemes can be directly determined only by the first sorting principle.

Case 2: with reference to fig. 6, the physical examination package selected by the third physical examination personnel includes an item A, B, C, D, and if the physical examination package is ordered only by the first ordering rule based on the item priority set in fig. 5, three ordering schemes are included: A-C-B-D; A-B-C-D; C-A-B-D. The specific choice of which ordering scheme may be determined in combination with the second ordering rule and the third ordering rule. A method in which sorting is based on the second sorting principle and the third sorting principle may refer to case 3.

Case 3: based on the condition that the label item takes effect preferentially, four sorting items A, B, C, D are screened out, namely, under the condition that the four sorting items belong to the same priority, queuing can be carried out only by referring to a second sorting principle and a third sorting principle, and the specific method is as follows:

the second sorting principle is that the path length from the current position of the physical examination staff to each item consulting room is calculated firstly: a=1000, b=10, c=1, x1=1, x3=1 are set. The position attributes of the four rooms are respectively A (building 1, floor 4 and detection area 2), B (building 2, floor 5 and detection area 1), C (building 2, floor 1 and detection area 3), D (building 2, floor 1 and detection area 3), the position attribute of the current position of the person to be detected is M (building 2, floor 1 and detection area 4), and the path lengths from the current position M to the four project rooms are respectively calculated based on the formula:

MA＝1000+10*(4+1)+1＝1051

MB＝0+10*(5-1)+1＝41

MC＝0+0+1＝1

MD＝0+0+1＝1

the path length from the current position to the C-project consulting room and the D-project consulting room is the same, so that two queuing schemes can be obtained: C-D-B-A, D-C-B-A.

Further according to the third sorting principle, the item with the least queuing number is found from the items C and D. The queuing numbers of the four current items to be checked are respectively: a (50 persons), B (30 persons), C (60 persons), D (40 persons), and the number of queuing people for the item C is relatively small compared with that for the item D, so that the final ranking is as follows: D-C-B-A.

The above queuing scheme is only a preferred mode, and the AI queuing module can also support the traditional principle of queuing according to the sequence of the registration number or the sign-in number. The method can also be combined with other queuing principles to queue, such as preferentially queuing bottleneck items with longer checking time (such as B ultrasonic), and checking by using longer waiting time to insert other items with shorter queuing time in order to save the whole checking time. It is also possible to queue only with consideration given to the examination area priority, avoid duplicate paths, or examine only with consideration given to the item characteristic priority, without consideration given to factors such as queuing time, the number of people, and the distance between physical examination rooms.

The queuing scheme can be adjusted in a manual intervention mode, if a physical examination person in a PET-CT (positron emission tomography-computed tomography) consulting room needs to be injected, the triage table can set a number calling device of a doctor to be in a personnel locking state, and in the locking state, the physical examination person cannot be subjected to number passing or diagnosis, and after the injection is finished, the state can be unlocked after a certain time lag, so that follow-up examination can be carried out. For example, the person who is performing ultrasonic examination may need to hold down urine/urinate, and the doctor's number calling device can be set to be in a urine holding/urinating state by the doctor by the triage platform, and in this state, the physical examination personnel cannot be checked or diagnosed uniformly, and meanwhile, the doctor is not influenced to check the next individual examination personnel, and the follow-up examination of the physical examination personnel is not influenced. The triage station may also perform a pause check on each queuing scheme, such as requiring a meal in time after the diabetic has checked for fasting items. The physical examination queuing is optimized by combining the automatic queuing of the system and manual intervention (a computer end and a mobile end).

The present invention has been described in detail with reference to the embodiments of the drawings, and those skilled in the art can make various modifications to the invention based on the above description. Accordingly, certain details of the illustrated embodiments are not to be taken as limiting the invention, which is defined by the appended claims.

Claims (10)

1. An intelligent physical examination system based on an AI algorithm, comprising:

the self-help guide and check module is used for the physical examination personnel to carry out self-help registration and automatically enter the total queuing;

the AI queuing module is used for automatically generating a queuing scheme for physical examination personnel entering the total queuing queue and automatically updating the queuing scheme when each physical examination personnel performs next check-in;

the intelligent accompany module is used for the physical examination personnel to check the corresponding queuing scheme at any time and actively send out a prompt;

and the data butt joint module is used for realizing data interaction among the modules.

2. The AI algorithm-based intelligent physical examination system of claim 1, further comprising a physical examination reservation module including a reservation control for reserving physical examination, a view control for viewing total queued people at any time, and a confirmation control for confirming whether to go to physical examination.

3. The AI algorithm-based intelligent physical examination system of claim 2, further comprising: the physical examination appointment module further includes a remote check-in control for remotely checking in on the day of physical examination to enter the general queuing queue.

4. The AI algorithm-based intelligent physical examination system of claim 1, further comprising: and the three-dimensional examination guiding module is used for presenting the three-dimensional navigation route from any one examination room to the next designated examination room to the examination personnel in the form of an examination map.

5. The AI algorithm-based smart health examination system of claim 1, further comprising an ambulatory medical module comprising: a call management unit for realizing the number calling; the consulting room management unit is used for displaying consulting room information and realizing the online and offline states of the consulting room; a queue management unit for adjusting the queuing sequence of the consulting room by human intervention.

6. The AI algorithm-based intelligent physical examination system of claim 1, further comprising a baggage check-in module for providing baggage check-in service, the baggage check-in module configured to actively issue a check-in baggage reminder upon check-in of a physical examination person and to actively remind the physical examination person who has checked in baggage to retrieve baggage after their physical examination is completed.

7. An AI algorithm-based intelligent physical examination method, characterized in that physical examination is performed by means of the AI algorithm-based intelligent physical examination system according to any one of claims 1 to 6, said intelligent physical examination method comprising the steps of:

step S1, firstly, self-help registration is carried out on physical examination personnel, and the physical examination personnel automatically enter a total queuing queue after registration;

step S2, an AI queuing module automatically generates a queuing scheme for physical examination personnel entering a total queuing queue;

and step S3, performing physical examination item by item according to the corresponding queuing scheme, checking in from one line to the next examination diagnosis room after each examination, and continuing to perform physical examination according to the updated queuing scheme after the next examination is finished until all physical examination is finished.

8. The AI-algorithm-based intelligent physical examination method of claim 7, wherein the AI queuing module generates and updates a queuing scheme by a method comprising the steps of:

step S21, setting item priority for all physical examination items of a physical examination center in advance;

step S22, acquiring the current position of a physical examination person entering a total queuing queue or checking in, the information of items to be checked in, the position of a consulting room to be checked in and the number of queuing people;

step S23, calculating the path length from the physical examination personnel to each examination room to be examined based on the current position of the physical examination personnel and the position of the examination room to be examined;

step S24, sorting all the items to be detected according to a certain sorting principle, wherein the sorting principle comprises the following steps: sorting the items to be detected under the same item priority from high to low according to the item priority of the items to be detected, and sorting the items to be detected under the same item priority from short to long according to the path, and the items to be detected under the same length path according to the order of queuing number from small to large or queuing time from short to long, wherein the queuing time is comprehensively determined by queuing number and physical examination item characteristics;

and S25, generating or updating a queuing scheme based on the sequencing of the examination rooms to be examined and the number of queuing people.

9. The AI-algorithm-based intelligent physical examination method of claim 8, wherein the automatically acquired current location of the physical examination personnel and the location of the room to be examined each include building, floor and physical examination area location attributes;

the path length Y of the physical examination personnel to the examination room to be examined is calculated by adopting the following formula:

Y＝E*X1+F*X2+G*X3

wherein: x1 is the number of buildings which need to be passed from the current position to the examination room to be examined, X2 is the number of floors which need to be passed from the current position to the examination room to be examined, X3 is the number of examination areas which need to be passed from the current position to the examination room to be examined, E, F, G is the weighted value of each building, floor and examination area, and the size of the weighted value E, F, G is determined by judging whether the current position is the same as the building, floor and examination area of the examination room to be examined:

e=0 when the buildings are the same and e=a when the buildings are different; f=0 when floors are the same and f=b when floors are different; g=0 when the physical examination areas are the same, and g=c when the physical examination areas are different; a. b and c are positive numbers, and b is greater than c, and a is much greater than b.

10. The AI-algorithm-based intelligent physical examination method of claim 8, wherein:

when a physical examination person registers, selectively marking special crowd for the physical examination person according to personal information of the physical examination person;

the queuing discipline is implemented when generating or updating queuing disciplines for physical examination personnel marked as a particular group of people.