CN110491489A - Bed recommended method, medium, equipment and system in hospital - Google Patents
Bed recommended method, medium, equipment and system in hospital Download PDFInfo
- Publication number
- CN110491489A CN110491489A CN201910619487.4A CN201910619487A CN110491489A CN 110491489 A CN110491489 A CN 110491489A CN 201910619487 A CN201910619487 A CN 201910619487A CN 110491489 A CN110491489 A CN 110491489A
- Authority
- CN
- China
- Prior art keywords
- bed
- patient
- metatag
- information
- matching
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 44
- 238000003745 diagnosis Methods 0.000 claims abstract description 40
- 238000004590 computer program Methods 0.000 claims description 12
- 238000003860 storage Methods 0.000 claims description 11
- 238000004364 calculation method Methods 0.000 claims description 3
- 238000010586 diagram Methods 0.000 description 14
- 230000004048 modification Effects 0.000 description 5
- 238000012986 modification Methods 0.000 description 5
- 230000008569 process Effects 0.000 description 5
- 208000002193 Pain Diseases 0.000 description 4
- 230000000694 effects Effects 0.000 description 4
- 238000000605 extraction Methods 0.000 description 4
- 230000006870 function Effects 0.000 description 4
- 238000005516 engineering process Methods 0.000 description 3
- 208000000913 Kidney Calculi Diseases 0.000 description 2
- 206010029148 Nephrolithiasis Diseases 0.000 description 2
- 201000010099 disease Diseases 0.000 description 2
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 description 2
- 239000000463 material Substances 0.000 description 2
- 208000004998 Abdominal Pain Diseases 0.000 description 1
- 206010000097 Abdominal tenderness Diseases 0.000 description 1
- RZVAJINKPMORJF-UHFFFAOYSA-N Acetaminophen Chemical compound CC(=O)NC1=CC=C(O)C=C1 RZVAJINKPMORJF-UHFFFAOYSA-N 0.000 description 1
- 208000034826 Genetic Predisposition to Disease Diseases 0.000 description 1
- 206010020772 Hypertension Diseases 0.000 description 1
- 241000483399 Ipimorpha retusa Species 0.000 description 1
- 206010028813 Nausea Diseases 0.000 description 1
- 208000037656 Respiratory Sounds Diseases 0.000 description 1
- 210000004727 amygdala Anatomy 0.000 description 1
- 210000001367 artery Anatomy 0.000 description 1
- 230000008901 benefit Effects 0.000 description 1
- 230000002146 bilateral effect Effects 0.000 description 1
- 230000036772 blood pressure Effects 0.000 description 1
- 230000036760 body temperature Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 206010012601 diabetes mellitus Diseases 0.000 description 1
- 238000009826 distribution Methods 0.000 description 1
- 230000036541 health Effects 0.000 description 1
- 238000009434 installation Methods 0.000 description 1
- 230000003993 interaction Effects 0.000 description 1
- 210000004185 liver Anatomy 0.000 description 1
- 210000002751 lymph Anatomy 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 230000008693 nausea Effects 0.000 description 1
- 230000035764 nutrition Effects 0.000 description 1
- 235000016709 nutrition Nutrition 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 229960005489 paracetamol Drugs 0.000 description 1
- 230000001314 paroxysmal effect Effects 0.000 description 1
- 206010037833 rales Diseases 0.000 description 1
- 238000013468 resource allocation Methods 0.000 description 1
- 230000029058 respiratory gaseous exchange Effects 0.000 description 1
- 210000003786 sclera Anatomy 0.000 description 1
- 230000007958 sleep Effects 0.000 description 1
- 210000000952 spleen Anatomy 0.000 description 1
- 238000002604 ultrasonography Methods 0.000 description 1
- 210000003462 vein Anatomy 0.000 description 1
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 1
Classifications
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
- G16H10/65—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records stored on portable record carriers, e.g. on smartcards, RFID tags or CD
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/20—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
Landscapes
- Health & Medical Sciences (AREA)
- Engineering & Computer Science (AREA)
- Epidemiology (AREA)
- General Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- Primary Health Care (AREA)
- Public Health (AREA)
- Business, Economics & Management (AREA)
- General Business, Economics & Management (AREA)
- Biomedical Technology (AREA)
- Medical Treatment And Welfare Office Work (AREA)
Abstract
The invention proposes a kind of bed recommended method, medium, equipment and systems of being hospitalized, wherein, this method comprises: obtaining essential information, main suit's information and the diagnosis information of patient, then parameter label is generated according to the essential information of patient, main suit's information and diagnosis information, then the property parameters of parameter label are extracted, and matched the property parameters of parameter label to obtain matching score with current vacant berth according to the matching rule of current vacant berth, bed recommendation is finally carried out according to matching score.It is matched as a result, by tag concept, is that each patient is reasonable, accurately arranges bed, so that medical staff can be very good to carry out the work, to greatly improve the working efficiency of medical staff.
Description
Technical field
The present invention relates to resource allocation technical field, in particular to a kind of bed recommended method, a kind of computer can in hospital
Read storage medium, a kind of computer equipment and a kind of bed recommender system of being hospitalized.
Background technique
In the related technology, hospital mostly uses greatly artificial mode to handle the arrangement of ward bed；Due to passing through
Patient schedule's bed is artificially replaced, so the specifying information of vacant berth can not be obtained, so that it cannot the demand according to patient is reasonable
Bed is arranged, and can not be carried out the work inconvenience by same type patient schedule in same ward so as to cause medical staff,
Influence the working efficiency of medical staff.
Summary of the invention
The present invention is directed to solve one of the technical problem in above-mentioned technology at least to a certain extent.For this purpose, of the invention
One purpose is to propose that a kind of bed recommended method of being hospitalized, this method can precisely, reasonably arrange the bed of each patient
Position, so that medical staff can be very good to carry out the work, to greatly improve the working efficiency of medical staff.
Second object of the present invention is to propose a kind of computer readable storage medium.
Third object of the present invention is to propose a kind of computer equipment.
Fourth object of the present invention is to propose a kind of bed recommender system of being hospitalized.
In order to achieve the above objectives, first aspect present invention embodiment proposes a kind of bed recommended method of being hospitalized, this method
The following steps are included: obtaining essential information, main suit's information and the diagnosis information of patient；According to the basic letter of the patient
Breath, main suit's information and diagnosis information generate parameter label；The property parameters of the parameter label are extracted, and according to current sky
The matching rule of bed matches the property parameters of the parameter label to obtain matching score with current vacant berth；According to
The matching score carries out bed recommendation.
Bed recommended method according to an embodiment of the present invention of being hospitalized, first the acquisition essential information of patient, main suit's information and
Then diagnosis information generates parameter label according to the essential information of patient, main suit's information and diagnosis information, then mentions
Take the property parameters of parameter label, and according to the matching rule of current vacant berth by the property parameters of parameter label and current empty bed
Position is matched to obtain matching score, finally carries out bed recommendation according to matching score.Pass through tag concept progress as a result,
Match, is that each patient is reasonable, accurately arranges bed, so that medical staff can be very good to carry out the work, thus greatly
Improve the working efficiency of medical staff.
In addition, the bed recommended method of being hospitalized proposed according to that above embodiment of the present invention can also have following additional skill
Art feature:
Optionally, parameter label, packet are generated according to the essential information of the patient, main suit's information and diagnosis information
Include: according to the essential information of the patient, main suit's information and diagnosis information to the feature, demand and illness of the patient into
Row is embodied description to generate multiple metatags of the patient, and carries out assignment to each metatag of the patient to obtain
Multiple metatag values of the patient；Institute is formed according to multiple metatag values of multiple metatags of the patient and the patient
State parameter label.
Optionally, the property parameters of the parameter label include each metatag and corresponding metatag of the patient
Value.
Optionally, according to the matching rule of current vacant berth by the property parameters of the parameter label and current vacant berth
Before being matched, further includes: the bed characteristic of each bed is carried out to be embodied metatag of the description to generate each bed,
And the matching condition of each bed is defined, and each bed is generated according to the metatag of each bed and corresponding matching condition
Matching rule.
Optionally, according to the matching rule of current vacant berth by the property parameters of the parameter label and current vacant berth into
Row matching is to obtain matching score, comprising: the matching condition based on current vacant berth, by each metatag and phase of the patient
Metatag value and the metatag of current vacant berth is answered to be matched, to obtain final occurrence；According to the final occurrence and
The participation occurrence of current vacant berth calculates the matching score.
In order to achieve the above objectives, second aspect of the present invention embodiment proposes a kind of computer readable storage medium, thereon
It is stored with bed recommended program in hospital, the bed recommended program that should be hospitalized realizes that the bed of being hospitalized as above-mentioned pushes away when being executed by processor
Recommend method.
Computer readable storage medium according to an embodiment of the present invention is lived in this way by storing bed recommended program of being hospitalized
Institute's bed recommended program realizes above-mentioned bed recommended program method of being hospitalized when being executed by processor, to close for each patient
Reason accurately arranges bed, so that medical staff can be very good to carry out the work, greatly improves the work effect of medical staff
Rate.
In order to achieve the above objectives, third aspect present invention embodiment proposes a kind of computer equipment, including memory, place
The computer program managing device and storage on a memory and can running on a processor, it is real when processor executes computer program
Now such as above-mentioned bed recommended method of being hospitalized.
Computer equipment according to an embodiment of the present invention stores bed recommended program of being hospitalized by memory, is hospitalized in this way
Bed recommended program realizes above-mentioned bed recommended program method of being hospitalized when being executed by processor, to close for each patient
Reason accurately arranges bed, so that medical staff can be very good to carry out the work, greatly improves the work effect of medical staff
Rate.
In order to achieve the above objectives, fourth aspect present invention embodiment proposes a kind of bed recommender system of being hospitalized, comprising: obtains
Modulus block, for obtaining the essential information, main suit's information and diagnosis information of patient；Generation module, for according to the trouble
Essential information, main suit's information and the diagnosis information of person generates parameter label；Matching module, for extracting the parameter label
Property parameters, and the property parameters of the parameter label and current vacant berth are carried out according to the matching rule of current vacant berth
Matching is to obtain matching score；Recommending module, for carrying out bed recommendation according to the matching score.
Bed recommender system according to an embodiment of the present invention of being hospitalized, by obtain the essential information of patient, main suit's information and
Diagnosis information, then patient is generated according to the essential information, main suit's information and diagnosis information of patient by generation module
Label, and by the property parameters of matching module extraction parameter label, and marked patient according to the matching rule of current vacant berth
The property parameters of label are matched with current vacant berth to obtain matching score, finally by recommending module according to matching score into
Row bed is recommended.It is matched as a result, by tag concept, is that each patient is reasonable, accurately arranges bed, so that medical care
Personnel can be very good to carry out the work, to greatly improve the working efficiency of medical staff.
In addition, the bed recommender system of being hospitalized proposed according to that above embodiment of the present invention can also have following additional skill
Art feature:
Optionally, the generation module is further used for, and is examined according to the essential information of the patient, main suit's information and doctor
Disconnected information carries out the feature, demand and illness of the patient to be embodied multiple metatags of the description to generate the patient, and
Assignment is carried out to obtain multiple metatag values of the patient, and according to the patient's to each metatag of the patient
Multiple metatag values of multiple metatags and the patient form the parameter label.
Optionally, the property parameters of the parameter label include each metatag and corresponding metatag of the patient
Value, wherein the generation module is also used to, and be embodied description to the bed characteristic of each bed to generate each bed
Metatag, and the matching condition of each bed is defined, and generate according to the metatag of each bed and corresponding matching condition
The matching rule of each bed；The matching module is also used to, based on the matching condition of current vacant berth, by the every of the patient
A metatag and corresponding metatag value are matched with the metatag of current vacant berth, to obtain final occurrence, and according to institute
The participation occurrence for stating final occurrence and current vacant berth calculates the matching score.
Detailed description of the invention
Fig. 1 is the flow diagram according to the bed recommended method of being hospitalized of the embodiment of the present invention；
Fig. 2 is the flow diagram according to the bed recommended method of being hospitalized of one embodiment of the invention；
Fig. 3 is the tag match flow diagram according to the bed recommended method of being hospitalized of one embodiment of the invention；
Fig. 4 is the block diagram according to the bed recommender system of being hospitalized of one embodiment of the invention.
Specific embodiment
The embodiment of the present invention is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end
Same or similar label indicates same or similar element or element with the same or similar functions.Below with reference to attached
The embodiment of figure description is exemplary, it is intended to is used to explain the present invention, and is not considered as limiting the invention.
Currently, most of hospital is all by artificially arranging for the distribution of ward bed, artificial arrangement bed can not
Accurately by same type patient schedule in same ward, cause to increase walking about for medical staff, thus to medical staff's
Work is made troubles；Also be unable to satisfy patient simultaneously moves in demand, mentions after causing patient to be admitted to hospital because being unsatisfied with current bed
The requirement of bed is changed out, equally increases the workload of medical staff, to influence the working efficiency of medical staff.
For this purpose, the bed recommended method of being hospitalized that the embodiment of the present invention proposes, the first essential information of acquisition patient, Zhu Suxin
Then breath and diagnosis information generate parameter label according to the essential information of patient, main suit's information and diagnosis information, connect
Extract the property parameters of parameter label, and according to the matching rule of current vacant berth by the property parameters of parameter label and current
Vacant berth is matched to obtain matching score, finally carries out bed recommendation according to matching score.As a result, by tag concept into
Row matching is that each patient is reasonable, accurately arranges bed, so that medical staff can be very good to carry out the work, thus greatly
The big working efficiency for improving medical staff.
In order to better understand the above technical scheme, the exemplary reality that the present invention will be described in more detail below with reference to accompanying drawings
Apply example.Although showing exemplary embodiment of the present invention in attached drawing, it being understood, however, that may be realized in various forms this hair
It is bright and should not be limited by the embodiments set forth herein.It is to be able to thoroughly understand this on the contrary, providing these embodiments
Invention, and the scope of the present invention can be fully disclosed to those skilled in the art.
In order to better understand the above technical scheme, in conjunction with appended figures and specific embodiments to upper
Technical solution is stated to be described in detail.
Fig. 1 is the flow diagram according to the bed recommended method of being hospitalized of the embodiment of the present invention；As shown in Figure 1, of the invention
Embodiment be hospitalized bed recommended method the following steps are included:
Step 101, the essential information, main suit's information and diagnosis information of patient are obtained.
Step 102, parameter label is generated according to the essential information of patient, main suit's information and diagnosis information.
As one embodiment, according to the essential information of patient, main suit's information and diagnosis information to the feature of patient,
Demand and illness be embodied description to generate multiple metatags of patient, and to each metatag of patient carry out assignment with
Obtain multiple metatag values of patient；Multiple metatag values composition patient's mark of multiple metatags and patient further according to patient
Label.
Step 103, the property parameters of parameter label are extracted, and according to the matching rule of current vacant berth by parameter label's
Property parameters are matched with current vacant berth to obtain matching score.
It should be noted that the property parameters of above-mentioned parameter label include each metatag and corresponding metatag of patient
Value.
As one embodiment, extracted by main suit information and diagnosis information of the extraction of semantics device to patient,
To obtain the attribute information of parameter label；First by the main suit's information and diagnosis information of patient adverbial word, preposition, conjunction,
The non-notional word such as auxiliary word is extractd, then is matched with preset tag library, and parameter label is obtained, and uses parameter label's various aspects
Portray patient, by patient information, digitization, the finally available true state of an illness of one patient of a group of labels pictute, meaning
It is willing to, diagnosis.
As one embodiment, based on the matching condition of current vacant berth, by each metatag of patient and corresponding member mark
Label value is matched with the metatag of current vacant berth, to obtain final occurrence；According to final occurrence and current vacant berth
Participation occurrence calculate matching score.
It should be noted that by each metatag of each metatag of patient and corresponding metatag value and current vacant berth
It is matched one by one, obtains the number of final occurrence, and by the number of final occurrence divided by the participation of current vacant berth
Occurrence number finally obtains the matching score of the patient Yu the vacant berth.
Step 104, bed recommendation is carried out according to matching score.
It should be noted that the patient obtains and is somebody's turn to do according to matching result by carrying out matching primitives with all vacant berths
The highest bed of patient's matching score, and the bed of the highest scoring is recommended into the patient.
Bed recommended method according to an embodiment of the present invention of being hospitalized, first the acquisition essential information of patient, main suit's information and
Then diagnosis information generates parameter label according to the essential information of patient, main suit's information and diagnosis information, then mentions
Take the property parameters of parameter label, and according to the matching rule of current vacant berth by the property parameters of parameter label and current empty bed
Position is matched to obtain matching score, finally carries out bed recommendation according to matching score.Pass through tag concept progress as a result,
Match, is that each patient is reasonable, accurately arranges bed, so that medical staff can be very good to carry out the work, thus greatly
Improve the working efficiency of medical staff.
Fig. 2 is the flow diagram according to the bed recommended method of being hospitalized of one embodiment of the invention；Wherein, such as Fig. 2 institute
Show, the difference of the bed recommended method that should be hospitalized and above-described embodiment is further comprising the steps of before executing step 103:
Step 103a carries out the bed characteristic of each bed to be embodied metatag of the description to generate each bed, and
The matching condition of each bed is defined, and each bed is generated according to the metatag of each bed and corresponding matching condition
Matching rule.
It should be noted that above-mentioned matching condition includes the metatag value and operator of bed as one embodiment,
Middle operator includes being greater than, be more than or equal to, be less than, be less than or equal to, be equal to and being not equal to；To form the matching condition of bed with
Metatag combines a matching rule for generating the bed, and bed is made of single or multiple matching rule items.
It, below will the above described technique is demenstrated in detail by Fig. 3 for a further understanding of above-mentioned technical proposal.
Fig. 3 is the tag match flow diagram according to the bed recommended method of being hospitalized of one embodiment of the invention；Wherein,
As shown in figure 3, should be hospitalized bed recommended method tag match process the following steps are included:
Step 301, tag match.
It should be noted that tag match is to match parameter label with bed matching rule, wherein parameter label
Including metatag value and metatag；Bed matching rule includes the metatag of each bed and the matching condition of each bed.
As one embodiment, parameter label by the essential information, main suit's information and diagnosis information acquisition of patient,
It is extracted by using extraction of semantics device with essential information, main suit's information and the diagnosis information to patient, to extract
Parameter label's attribute；Bed matching rule is safeguarded by medical staff, and inpatient shares label.
Step 302, identical metatag matching.
That is patient's metatag item identical as vacant berth is matched.
Step 303, if matching.If so, thening follow the steps 306；If not, thening follow the steps 304.
That is, if patient's metatag is identical as current bed metatag, by member corresponding to patient's metatag
Label value is matched with matching condition corresponding to current bed metatag, and judges whether to match.If it is, executing step
Rapid 306；If not, thening follow the steps 304.
Step 304, if force occurrence.If so, thening follow the steps 305；If not, thening follow the steps 307.
It should be noted that in the matching rule of bed, including force occurrence and optional occurrence, wherein it is strong
Occurrence regulation processed, which must match, can just move in the bed, for example provide that the bed must move in male patient, then exists and pressure
The patient that occurrence is not inconsistent is considered as mismatch；And optional occurrence then affects matching score height, with matching rule meter
Bed and the matching score of patient can be obtained after calculation.
Step 305, it mismatches.
That is, terminating to match process if if the patient mismatches with the pressure occurrence of current bed.
Step 306, matching, which counts, adds one.Step 308 is executed later.
That is, patient's metatag of same names is found by each matching rule of bed in matching, if suffering from
Person's metatag value meets the setting of matching rule, then record matching number adds one.
Step 307, matching, which counts, adds zero.
That is, patient's metatag of same names is found by each matching rule of bed in matching, if suffering from
Person's metatag value is unsatisfactory for the setting of matching rule, then record matching number adds zero.
Step 308, if continue to match metatag.If it is, returning to step 301；If not, thening follow the steps
309。
That is, judging whether patient all matches completion with the occurrence of current bed.If not matching completion
The matching for then re-starting the next item down calculates match condition if all matchings are completed.
Step 309, counting/bed metatag number is matched.
That is, by carrying out one-to-one correspondence matching between bed matching rule and parameter label, obtains and match
Number, and by the number to match divided by the total number of original bed occurrence.
Step 310, matching score is obtained.
That is, showing that the bed corresponds to the matching score of the patient, the bed of highest scoring is then after by calculating
It is the optimal bed of the patient.
According to one embodiment of present invention, the essential information of patient are as follows: name: Zhang San, gender: male, age: 70.
Main suit's information of patient are as follows: pain 6 hours on the left of underbelly.
Diagnosis information are as follows: patient's unexpected pain of underbelly before 6 hours is in paroxysmal pain, and pain is very with nausea, certainly
Own oral paracetamol is invalid, came to examine in 3 hours, check at once, presses its abdominal pain position 3- on the left of 2CM under navel
4CM. is without rebound tenderness.Ache with waist.Previously there are hypertension, diabetes medical history.Living condition is general, and no epidemic disease water epidemic-stricken area sets foot in
History is smoked and drink, and evening sleeps.There is a female, health.Without infectiousness, genetic predisposition's history of disease.Body is looked into: body temperature: 36.8 DEG C；Arteries and veins
It fights: 74 beats/min；Breathing: 21 beats/min；Blood pressure: 160/95, nutrition is medium, partially fat, sanity, and skin sclera is double without xanthochromia
The circle such as side isocoria, bilateral amygdala is without enlargement, and for superficial lymph knot without enlargement, breath sound is clear, no dry and wet rale.Heart rate:
74 beats/min, do not hear and noise, rule is neat, and abdominal tenderness, 3-4CM, waist are ached on the left of 2CM under navel for position, liver and spleen do not lay one's hand on and,
Immobility voiced sound, gurgling sound are normal.B ultrasound is shown: double kidney stones.Left side about 0.4*0.3 size, tentative diagnosis kidney stone.
Patient's mark is then produced by the essential information of the above patient, main suit's information of patient and diagnosis information
Label, wherein the parameter label is as shown in table 1 below:
1 parameter label's table of comparisons of table
As one embodiment, it is assumed that the matching rule of current vacant berth is as shown in table 2 below:
The matching rule table of comparisons of 2 bed of table
Then its matching process is as shown in table 3 below.
Table 3 matches the table of comparisons
By above embodiments it is found that the metatag of current vacant berth, i.e., the occurrence of current vacant berth are 7；And suffer from
Occurrence after person's label and current bed matching rule match is 5, then current vacant berth and the patient match
It is divided into: 5/7=0.71.
Bed recommended method according to an embodiment of the present invention of being hospitalized, first the acquisition essential information of patient, main suit's information and
Then diagnosis information generates parameter label according to the essential information of patient, main suit's information and diagnosis information, then mentions
Take the property parameters of parameter label, and according to the matching rule of current vacant berth by the property parameters of parameter label and current empty bed
Position is matched to obtain matching score, finally carries out bed recommendation according to matching score.Pass through tag concept progress as a result,
Match, is that each patient is reasonable, accurately arranges bed, so that medical staff can be very good to carry out the work, thus greatly
Improve the working efficiency of medical staff.
In addition, the embodiment of the present invention also proposed a kind of computer readable storage medium, it is stored thereon with bed in hospital and pushes away
Program is recommended, the bed recommended program that should be hospitalized is realized when being executed by processor such as above-mentioned bed recommended method of being hospitalized.
Computer readable storage medium according to an embodiment of the present invention is lived in this way by storing bed recommended program of being hospitalized
Institute's bed recommended program realizes above-mentioned bed recommended program method of being hospitalized when being executed by processor, to close for each patient
Reason accurately arranges bed, so that medical staff can be very good to carry out the work, greatly improves the work effect of medical staff
Rate.
In addition, the embodiment of the present invention also proposed a kind of computer equipment, including memory, processor and it is stored in storage
On device and the computer program that can run on a processor, when processor executes computer program, realize such as above-mentioned bed of being hospitalized
Position recommended method.
Computer equipment according to an embodiment of the present invention stores bed recommended program of being hospitalized by memory, is hospitalized in this way
Bed recommended program realizes above-mentioned bed recommended program method of being hospitalized when being executed by processor, to close for each patient
Reason accurately arranges bed, so that medical staff can be very good to carry out the work, greatly improves the work effect of medical staff
Rate.
Fig. 4 is the block diagram according to the bed recommender system of being hospitalized of one embodiment of the invention；As shown in figure 4, should
Bed recommender system includes: to obtain module 401, generation module 402, matching module 403 and recommending module 404 in hospital；
Wherein, module 401 is obtained, for obtaining the essential information, main suit's information and diagnosis information of patient；Generate mould
Block 402, for generating parameter label according to the essential information, main suit's information and diagnosis information of patient；Matching module 403,
For extracting the property parameters of parameter label, and according to the matching rule of current vacant berth by the property parameters of parameter label with work as
Preceding vacant berth is matched to obtain matching score；Recommending module 404, for carrying out bed recommendation according to matching score.
As one embodiment, generation module 402 is further used for, according to the essential information of patient, main suit's information and doctor
Raw diagnostic message carries out the feature, demand and illness of patient to be embodied multiple metatags of the description to generate patient, and to trouble
Each metatag of person carries out assignment to obtain multiple metatag values of patient, and according to multiple metatags of patient and patient
Multiple metatag values form parameter label.
As one embodiment, the property parameters of parameter label include each metatag and corresponding metatag of patient
Value, wherein generation module 402 is also used to, and be embodied description to the bed characteristic of each bed to generate each bed
Metatag, and the matching condition of each bed is defined, and generate according to the metatag of each bed and corresponding matching condition
The matching rule of each bed；Matching module 403 is also used to, based on the matching condition of current vacant berth, by each member of patient
Label and corresponding metatag value are matched with the metatag of current vacant berth, to obtain final occurrence, and according to final
Matching score is calculated with the participation occurrence of item and current vacant berth.
It should be noted that the explanation previously for the embodiment of bed recommended method in hospital is equally applicable to this reality
The bed recommender system of being hospitalized of example is applied, details are not described herein again.
Bed recommender system according to an embodiment of the present invention of being hospitalized, by obtain the essential information of patient, main suit's information and
Diagnosis information, then patient is generated according to the essential information, main suit's information and diagnosis information of patient by generation module
Label, and by the property parameters of matching module extraction parameter label, and marked patient according to the matching rule of current vacant berth
The property parameters of label are matched with current vacant berth to obtain matching score, finally by recommending module according to matching score into
Row bed is recommended.It is matched as a result, by tag concept, is that each patient is reasonable, accurately arranges bed, so that medical care
Personnel can be very good to carry out the work, to greatly improve the working efficiency of medical staff.
It should be understood by those skilled in the art that, the embodiment of the present invention can provide as method, system or computer program
Product.Therefore, complete hardware embodiment, complete software embodiment or reality combining software and hardware aspects can be used in the present invention
Apply the form of example.Moreover, it wherein includes the computer of computer usable program code that the present invention, which can be used in one or more,
The computer program implemented in usable storage medium (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.) produces
The form of product.
The present invention be referring to according to the method for the embodiment of the present invention, the process of equipment (system) and computer program product
Figure and/or block diagram describe.It should be understood that every one stream in flowchart and/or the block diagram can be realized by computer program instructions
The combination of process and/or box in journey and/or box and flowchart and/or the block diagram.It can provide these computer programs
Instruct the processor of general purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices to produce
A raw machine, so that being generated by the instruction that computer or the processor of other programmable data processing devices execute for real
The device for the function of being specified in present one or more flows of the flowchart and/or one or more blocks of the block diagram.
These computer program instructions, which may also be stored in, is able to guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works, so that it includes referring to that instruction stored in the computer readable memory, which generates,
Enable the manufacture of device, the command device realize in one box of one or more flows of the flowchart and/or block diagram or
The function of being specified in multiple boxes.
These computer program instructions also can be loaded onto a computer or other programmable data processing device, so that counting
Series of operation steps are executed on calculation machine or other programmable devices to generate computer implemented processing, thus in computer or
The instruction executed on other programmable devices is provided for realizing in one or more flows of the flowchart and/or block diagram one
The step of function of being specified in a box or multiple boxes.
It should be noted that in the claims, any reference symbol between parentheses should not be configured to power
The limitation that benefit requires.Word "comprising" does not exclude the presence of component or step not listed in the claims.Before component
Word "a" or "an" does not exclude the presence of multiple such components.The present invention can be by means of including several different components
It hardware and is realized by means of properly programmed computer.In the unit claims listing several devices, these are filled
Several in setting, which can be, to be embodied by the same item of hardware.The use of word first, second, and third is not
Indicate any sequence.These words can be construed to title.
Although preferred embodiments of the present invention have been described, it is created once a person skilled in the art knows basic
Property concept, then additional changes and modifications may be made to these embodiments.So it includes excellent that the following claims are intended to be interpreted as
It selects embodiment and falls into all change and modification of the scope of the invention.
Obviously, various changes and modifications can be made to the invention without departing from essence of the invention by those skilled in the art
Mind and range.In this way, if these modifications and changes of the present invention belongs to the range of the claims in the present invention and its equivalent technologies
Within, then the present invention is also intended to include these modifications and variations.
In the description of the present invention, it is to be understood that, term " first ", " second " are used for description purposes only, and cannot
It is interpreted as indication or suggestion relative importance or implicitly indicates the quantity of indicated technical characteristic.Define as a result, " the
One ", the feature of " second " can explicitly or implicitly include one or more of the features.In the description of the present invention,
The meaning of " plurality " is two or more, unless otherwise specifically defined.
In the present invention unless specifically defined or limited otherwise, term " installation ", " connected ", " connection ", " fixation " etc.
Term shall be understood in a broad sense, for example, it may be being fixedly connected, may be a detachable connection, or integral；It can be mechanical connect
It connects, is also possible to be electrically connected；It can be directly connected, can also can be in two elements indirectly connected through an intermediary
The interaction relationship of the connection in portion or two elements.It for the ordinary skill in the art, can be according to specific feelings
Condition understands the concrete meaning of above-mentioned term in the present invention.
In the present invention unless specifically defined or limited otherwise, fisrt feature in the second feature " on " or " down " can be with
It is that the first and second features directly contact or the first and second features pass through intermediary mediate contact.Moreover, fisrt feature exists
Second feature " on ", " top " and " above " but fisrt feature be directly above or diagonally above the second feature, or be merely representative of
First feature horizontal height is higher than second feature.Fisrt feature can be under the second feature " below ", " below " and " below "
One feature is directly under or diagonally below the second feature, or is merely representative of first feature horizontal height less than second feature.
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example
Point is included at least one embodiment or example of the invention.In the present specification, schematic expression of the above terms are not
It is interpreted as that identical embodiment or example must be directed to.Moreover, particular features, structures, materials, or characteristics described
It may be combined in any suitable manner in any one or more of the embodiments or examples.In addition, without conflicting with each other, this
The technical staff in field can be by the spy of different embodiments or examples described in this specification and different embodiments or examples
Sign is combined.
Although the embodiments of the present invention has been shown and described above, it is to be understood that above-described embodiment is example
Property, it is not considered as limiting the invention, those skilled in the art within the scope of the invention can be to above-mentioned
Embodiment is changed, modifies, replacement and variant.
Claims (10)
- The bed recommended method 1. one kind is hospitalized, which comprises the following steps:Obtain essential information, main suit's information and the diagnosis information of patient；Parameter label is generated according to the essential information of the patient, main suit's information and diagnosis information；Extract the property parameters of the parameter label, and according to the matching rule of current vacant berth by the attribute of the parameter label Parameter is matched with current vacant berth to obtain matching score；Bed recommendation is carried out according to the matching score.
- 2. bed recommended method of being hospitalized as described in claim 1, which is characterized in that according to the essential information of the patient, master Tell that information and diagnosis information generate parameter label, comprising:According to the essential information of the patient, main suit's information and diagnosis information to the feature, demand and illness of the patient It carries out being embodied multiple metatags of the description to generate the patient, and assignment is carried out to obtain to each metatag of the patient Obtain multiple metatag values of the patient；The parameter label is formed according to multiple metatag values of multiple metatags of the patient and the patient.
- 3. bed recommended method of being hospitalized as claimed in claim 2, which is characterized in that the property parameters of the parameter label include Each metatag of the patient and corresponding metatag value.
- 4. bed recommended method of being hospitalized as claimed in claim 3, which is characterized in that in the matching rule according to current vacant berth Before the property parameters of the parameter label are matched with current vacant berth, further includes:Be embodied description to the bed characteristic of each bed to generate the metatag of each bed, and defines each bed Matching condition, and generate according to the metatag of each bed and corresponding matching condition the matching rule of each bed.
- 5. bed recommended method of being hospitalized as claimed in claim 4, which is characterized in that will according to the matching rule of current vacant berth The property parameters of the parameter label are matched with current vacant berth to obtain matching score, comprising:Based on the matching condition of current vacant berth, by each metatag of the patient and corresponding metatag value and current vacant berth Metatag matched, to obtain final occurrence；The matching score is calculated according to the participation occurrence of the final occurrence and current vacant berth.
- 6. a kind of computer readable storage medium, which is characterized in that be stored thereon with bed recommended program in hospital, should be hospitalized bed Bed recommended method according to any one of claims 1 to 5 of being hospitalized is realized when recommended program is executed by processor.
- 7. a kind of computer equipment including memory, processor and stores the meter that can be run on a memory and on a processor Calculation machine program, which is characterized in that when the processor executes the computer program, realize such as any one of claim 1-5 The bed recommended method of being hospitalized.
- The bed recommender system 8. one kind is hospitalized characterized by comprisingModule is obtained, for obtaining the essential information, main suit's information and diagnosis information of patient；Generation module, for generating parameter label according to the essential information, main suit's information and diagnosis information of the patient；Matching module, for extracting the property parameters of the parameter label, and will be described according to the matching rule of current vacant berth The property parameters of parameter label are matched with current vacant berth to obtain matching score；Recommending module, for carrying out bed recommendation according to the matching score.
- 9. bed recommender system of being hospitalized as claimed in claim 8, which is characterized in that the generation module is further used for, root Have according to the essential information of the patient, main suit's information and diagnosis information feature, demand and illness to the patient As changing description to generate multiple metatags of the patient, and it is described to obtain to carry out assignment to each metatag of the patient Multiple metatag values of patient, and institute is formed according to multiple metatags of the patient and multiple metatag values of the patient State parameter label.
- 10. bed recommender system of being hospitalized as claimed in claim 9, which is characterized in that the property parameters packet of the parameter label Include the patient each metatag and corresponding metatag value, whereinThe generation module is also used to, and carries out being embodied member mark of the description to generate each bed to the bed characteristic of each bed Label, and the matching condition of each bed is defined, and generate each according to the metatag of each bed and corresponding matching condition The matching rule of bed；The matching module is also used to, based on the matching condition of current vacant berth, by each metatag of the patient and accordingly Metatag value is matched with the metatag of current vacant berth, to obtain final occurrence, and according to the final occurrence and The participation occurrence of current vacant berth calculates the matching score.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910619487.4A CN110491489A (en) | 2019-07-10 | 2019-07-10 | Bed recommended method, medium, equipment and system in hospital |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910619487.4A CN110491489A (en) | 2019-07-10 | 2019-07-10 | Bed recommended method, medium, equipment and system in hospital |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN110491489A true CN110491489A (en) | 2019-11-22 |
Family
ID=68546970
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201910619487.4A Pending CN110491489A (en) | 2019-07-10 | 2019-07-10 | Bed recommended method, medium, equipment and system in hospital |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN110491489A (en) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110990152A (en) * | 2019-11-25 | 2020-04-10 | 泰康保险集团股份有限公司 | Method and device for distributing shared resources |
| CN111696654A (en) * | 2020-05-09 | 2020-09-22 | 广东百慧科技有限公司 | Hospital bed intelligent distribution method, system, equipment and storage medium |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106651671A (en) * | 2016-11-23 | 2017-05-10 | 深圳市元征科技股份有限公司 | Room allocation determination method and terminal |
| CN107544784A (en) * | 2016-06-29 | 2018-01-05 | 阿里巴巴集团控股有限公司 | Recommend the method for software kit, the method and device for obtaining software kit, electronic equipment |
| US20180137250A1 (en) * | 2016-11-15 | 2018-05-17 | Hefei University Of Technology | Mobile health intelligent medical guide system and method thereof |
| CN108461159A (en) * | 2018-03-13 | 2018-08-28 | 杭州朝诺盛庭科技有限公司 | It is a kind of at the same solve medical staff, patient information demand electronic display system |
| CN109637639A (en) * | 2018-11-13 | 2019-04-16 | 张兆芳 | A kind of hospital bed Added Management information system |
| CN109816420A (en) * | 2018-12-13 | 2019-05-28 | 深圳壹账通智能科技有限公司 | Customer data processing method, device, computer equipment and storage medium |
-
2019
- 2019-07-10 CN CN201910619487.4A patent/CN110491489A/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107544784A (en) * | 2016-06-29 | 2018-01-05 | 阿里巴巴集团控股有限公司 | Recommend the method for software kit, the method and device for obtaining software kit, electronic equipment |
| US20180137250A1 (en) * | 2016-11-15 | 2018-05-17 | Hefei University Of Technology | Mobile health intelligent medical guide system and method thereof |
| CN106651671A (en) * | 2016-11-23 | 2017-05-10 | 深圳市元征科技股份有限公司 | Room allocation determination method and terminal |
| CN108461159A (en) * | 2018-03-13 | 2018-08-28 | 杭州朝诺盛庭科技有限公司 | It is a kind of at the same solve medical staff, patient information demand electronic display system |
| CN109637639A (en) * | 2018-11-13 | 2019-04-16 | 张兆芳 | A kind of hospital bed Added Management information system |
| CN109816420A (en) * | 2018-12-13 | 2019-05-28 | 深圳壹账通智能科技有限公司 | Customer data processing method, device, computer equipment and storage medium |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110990152A (en) * | 2019-11-25 | 2020-04-10 | 泰康保险集团股份有限公司 | Method and device for distributing shared resources |
| CN111696654A (en) * | 2020-05-09 | 2020-09-22 | 广东百慧科技有限公司 | Hospital bed intelligent distribution method, system, equipment and storage medium |
| CN111696654B (en) * | 2020-05-09 | 2023-09-19 | 广东百慧科技有限公司 | Hospital bed intelligent distribution method, system, equipment and storage medium |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN108511075B (en) | Method and system for non-invasively acquiring fractional flow reserve | |
| Fuessinger et al. | Planning of skull reconstruction based on a statistical shape model combined with geometric morphometrics | |
| Metnitz et al. | Epidemiology of mechanical ventilation: analysis of the SAPS 3 database | |
| MacKay et al. | Regional gray and white matter metabolite differences in subjects with AD, with subcortical ischemic vascular dementia, and elderly controls with 1H magnetic resonance spectroscopic imaging | |
| De Paoli et al. | High frequency oscillatory ventilation versus conventional ventilation for infants with severe pulmonary dysfunction born at or near term | |
| US8260735B2 (en) | Method for assessing a rupture risk of an aneurysm of a patient and associated system | |
| Li et al. | The application of three-dimensional surface imaging system in plastic and reconstructive surgery | |
| CN110491489A (en) | Bed recommended method, medium, equipment and system in hospital | |
| Paskhover et al. | Patterns of change in facial skeletal aging | |
| US8929623B2 (en) | Method and computer for aiding determination of obstructive sleep apnea | |
| Belcastro et al. | A three-dimensional analysis of zygomatic symmetry in normal, uninjured faces | |
| Aitken | Expert critical care nurses’ use of pulmonary artery pressure monitoring | |
| Lee et al. | Computer-Aided Design and Rapid Prototyping–Assisted Contouring of Costal Cartilage Graft for Facial Reconstructive Surgery | |
| Musso et al. | Mechanical power delivered by noninvasive ventilation contributes to physio-anatomical and clinical responses to early versus late proning in COVID-19 pneumonia | |
| Lee et al. | Non-invasive evaluation of energy loss in the pulmonary arteries using 4D phase contrast MR measurement: a proof of concept | |
| CN110415812A (en) | Intelligent cerebral apoplexy assisting in diagnosis and treatment robot system based on artificial intelligence and Internet technology | |
| Pan et al. | Aging of Chinese bony orbit: automatic calculation based on UNet++ and connected component analysis | |
| WO2017179256A1 (en) | Automatic removal of physiological accumulations from nuclear medicine image, and automatic segmentation of ct image | |
| Kim et al. | Comprehensive three-dimensional technology strategies for autologous free fat graft in parry-romberg syndrome | |
| CN115797611B (en) | Training method and device for three-dimensional medical image mode conversion model | |
| Moubayed et al. | A novel technique for malar eminence evaluation using 3-dimensional computed tomography | |
| CN110148127A (en) | For the intelligent chip select method, apparatus and storage equipment of blood vessel CTA post-processing image | |
| Lim et al. | Alveolar molding effect in infants with unilateral cleft lip and palate: comparison of two-and three-dimensional measurements | |
| Leiggener et al. | A computer-based comparative quantitative analysis of surgical outcome of mandibular reconstructions with free fibula microvascular flaps | |
| Ratnakar et al. | Smart Innovative Medical Devices Based on Artificial Intelligence |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20191122 |
|
| RJ01 | Rejection of invention patent application after publication |