CN107591190A - A kind of medicine service system of facing area - Google Patents
A kind of medicine service system of facing area Download PDFInfo
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- CN107591190A CN107591190A CN201710848536.2A CN201710848536A CN107591190A CN 107591190 A CN107591190 A CN 107591190A CN 201710848536 A CN201710848536 A CN 201710848536A CN 107591190 A CN107591190 A CN 107591190A
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- 239000003814 drug Substances 0.000 title claims abstract description 87
- 208000024891 symptom Diseases 0.000 claims abstract description 162
- 229940079593 drug Drugs 0.000 claims abstract description 50
- 201000010099 disease Diseases 0.000 claims abstract description 14
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 claims abstract description 14
- 238000000034 method Methods 0.000 claims description 8
- 239000002131 composite material Substances 0.000 claims description 5
- 230000001174 ascending effect Effects 0.000 claims description 4
- 230000009286 beneficial effect Effects 0.000 abstract description 2
- 208000003251 Pruritus Diseases 0.000 description 2
- 206010040943 Skin Ulcer Diseases 0.000 description 2
- 206010067868 Skin mass Diseases 0.000 description 2
- 208000024780 Urticaria Diseases 0.000 description 2
- 231100000019 skin ulcer Toxicity 0.000 description 2
- 206010013786 Dry skin Diseases 0.000 description 1
- 206010033733 Papule Diseases 0.000 description 1
- 206010040840 Skin erosion Diseases 0.000 description 1
- 210000001015 abdomen Anatomy 0.000 description 1
- 206010000496 acne Diseases 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 230000037336 dry skin Effects 0.000 description 1
- 230000003628 erosive effect Effects 0.000 description 1
- 210000003128 head Anatomy 0.000 description 1
- 210000000214 mouth Anatomy 0.000 description 1
- 210000002640 perineum Anatomy 0.000 description 1
- 210000000697 sensory organ Anatomy 0.000 description 1
- 238000012163 sequencing technique Methods 0.000 description 1
- 230000036620 skin dryness Effects 0.000 description 1
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Abstract
The invention provides a kind of medicine service system of facing area, including：Property data base, to pre-save area information corresponding to multiple symptom characteristics on disease and each symptom characteristic；Drug data bank；Acquisition module, to obtain the symptom description information of user；Matching module, symptom description information to be matched with the symptom characteristic in property data base, and all symptom characteristics of acquisition are formed into first set；Symptom processing module, to the incidence relation between the symptom characteristic and medicine in first set, and first set, processing obtains the initial weight of each symptom characteristic in first set；Integrated treatment module, to the first weight and area attribute information of each symptom characteristic in first set, processing obtains the comprehensive weight of each symptom characteristic.The beneficial effect of its technical scheme is, accurately can recommend medicine corresponding with its symptom characteristic to the patient in the region by the comprehensive weight of symptom characteristic.
Description
Technical Field
The invention relates to the technical field of medical systems, in particular to a regional-oriented medicine service system.
Background
When a patient purchases related medicines, the patient usually selects corresponding medicines from the pharmacy in the region according to the symptom characteristics of the patient, and the disease information of the patient in the region can be reversely analyzed according to the symptom characteristics adapted to different medicines, but the purchase information is dispersed in different pharmacies, when the symptom characteristics in the region need to be known, because the referred purchase medicine information is dispersed in different pharmacies and cannot accurately reflect the local diseases in the region and the typical symptoms in the region, a medicine service system which can recommend the corresponding medicines to the patient according to the symptom characteristics of the patient, analyze the distribution and the proportion of the symptoms corresponding to the symptom characteristics in the region, and accordingly can pertinently put the medicine service system suitable for the related symptom characteristics into the region is urgently needed.
Disclosure of Invention
In order to solve the above problems in the prior art when purchasing medicines and analyzing typical diseases in a region, a medicine service system is provided, which aims to obtain initial weights corresponding to user symptom features according to the user symptom features, further recommend medicines corresponding to symptom features with highest weights to a patient, and analyze distribution conditions of different symptom features in the region according to the initial weights of the different symptom features.
The specific technical scheme is as follows:
a characteristic database for storing a plurality of symptom characteristics related to diseases and region attribute information corresponding to each symptom characteristic in advance;
the medicine database is used for pre-storing medicine information and the incidence relation between each symptom characteristic and the medicine;
an acquisition module to acquire symptom description information of a patient;
the matching module is connected with the acquisition module and the characteristic database and used for matching the symptom description information with symptom characteristics in the characteristic database and forming a first set of all the obtained symptom characteristics;
the symptom processing module is connected with the matching module and the medicine database and used for processing to obtain an initial weight of each symptom characteristic in the first set according to the first set and the incidence relation between the symptom characteristics in the first set and medicines;
and the comprehensive processing module is connected with the symptom processing module and used for processing and obtaining the comprehensive weight of each symptom characteristic according to the first weight of each symptom characteristic in the first set and the region attribute information.
Preferably, the region attribute information includes the number of times the symptom feature is selected and the region information where the patient is located.
Preferably, the comprehensive treatment system further comprises a sorting module, wherein the sorting module is connected with the comprehensive treatment module and is used for sorting the comprehensive weight of each symptom characteristic according to an ascending or descending rule.
Preferably, the first set is;
S＝[S1，S2，Sm]
the drug set in the drug database is as follows:
M＝[M1，M2，Mk]
wherein the drug Mj(j＝1，2，K)
The symptom set included is:
the method for obtaining each symptom characteristic by the characteristic processing module is shown as the following formula:
wherein S isiThe characteristics of the symptoms are shown,initial weights corresponding to the symptom features are represented;
indicates that the disease contains symptom SiNumber of drugs of (1), MjIt indicates the (j) th medicine,indicating medicine MjThe set of symptoms contained, k represents the drug library drug quantity.
Preferably, the method of obtaining the integrated weight of each of the symptom characteristics is as follows:
wherein,indicates the symptom SiInitial weight of, NiIndicates the symptom SiThe number of times of selection by the patient, n.k, being much greater than NiThe value of (c).
Preferably, the symptom database is further configured to be divided into a plurality of sub-feature repositories according to a human body structure, and each feature repository is configured to store an information set of the symptom feature at a position corresponding to the human body structure;
the information set includes a name of the symptom feature, the initial weight, the number of times selected, and the composite weight.
Preferably, the obtaining module includes a listing module, the listing module is configured to provide the preset symptom characteristics for the user to select in a form of a list, and the matching module is configured to directly form the first set according to the selected symptom characteristics.
The technical scheme has the following advantages or beneficial effects: the method comprises the steps of obtaining corresponding initial weights according to symptom features of patients, processing to obtain comprehensive weights of all the symptom features according to regional attribute information of the symptom features, analyzing distribution conditions of different symptom features in the region through the comprehensive weights, and then recommending medicines corresponding to the symptom features to the patients in the region accurately.
Drawings
Embodiments of the present invention will now be described more fully hereinafter with reference to the accompanying drawings. The drawings are, however, to be regarded as illustrative and explanatory only and are not restrictive of the scope of the invention.
Fig. 1 is a schematic structural diagram of an embodiment of a zone-oriented medicine service system according to the present invention.
The reference numerals denote:
1. a feature database; 2. a drug database; 3. an acquisition module; 4. a matching module 5, a characteristic processing module; 6. a statistical module; 7. a comprehensive processing module; 8. and a sorting module.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
It should be noted that the embodiments and features of the embodiments may be combined with each other without conflict.
The invention is further described with reference to the following drawings and specific examples, which are not intended to be limiting.
The technical scheme of the invention comprises a regional-oriented medicine service system.
As shown in FIG. 1, an embodiment of a zone-oriented drug service system includes:
a feature database 1 for storing a plurality of symptom features related to a disease and region attribute information corresponding to each symptom feature in advance;
a medicine database 2 for storing medicine information and an association relationship between each symptom characteristic and a medicine in advance;
the acquisition module 3 is used for acquiring symptom description information of the patient and regional position information of a region where the patient is located;
the matching module 4 is connected with the acquisition module 3 and the characteristic database 1 and is used for matching the symptom description information with the symptom characteristics in the characteristic database 1 and forming a first set of all the obtained symptom characteristics;
the symptom processing module 5 is connected with the matching module 4 and the medicine database 2 and used for processing to obtain an initial weight of each symptom characteristic in the first set according to the first set and the incidence relation between the symptom characteristics in the first set and the medicines;
the symptom processing module is connected with the matching module and the medicine database and used for processing to obtain an initial weight of each symptom characteristic in the first set according to the first set and the incidence relation between the symptom characteristics in the first set and medicines;
and the comprehensive processing module is connected with the symptom processing module and used for processing and obtaining the comprehensive weight of each symptom characteristic according to the first weight of each symptom characteristic in the first set and the region attribute information.
Aiming at the problems that in the prior art, when a patient in a certain area purchases medicines, the patient selects a nearby pharmacy to purchase the medicines, so that symptoms corresponding to the medicines purchased by the patient in the area cannot be processed and analyzed in a centralized manner, and further the symptom characteristics of the area cannot be analyzed more accurately, so as to solve the problem of typical diseases in the area;
according to the method, when a user purchases a medicine, the symptom characteristics of the patient matched according to the matching are processed according to the pre-established association relationship between the symptom characteristics and the medicine to obtain the initial weight of each symptom characteristic, the initial weight ratio of different symptom characteristics is analyzed, after the initial weight of each symptom characteristic is obtained, the corresponding comprehensive weight of each symptom characteristic is finally obtained according to the selected times of each symptom characteristic in the area, and therefore the typical disease of the area can be known by analyzing the proportion occupied by the different symptom characteristics in the area while accurate recommendation can be carried out on the patient;
in a preferred embodiment, the regional attribute information includes the number of times the symptom feature was selected, and the region where the patient is located.
In the above technical solution, according to the initial weight of each symptom feature in the first set and the number of times each symptom feature in the region attribute is selected, further, a comprehensive weight of each symptom feature in the first set can be obtained through processing.
The region information is used for indicating the region position of the patient so as to distinguish different patients.
The system also comprises a statistic module 7 which is respectively connected with the matching module 4 and the characteristic database 1 and is used for counting the times of selecting the symptom characteristics of each patient and storing the counted times into the characteristic database, wherein the times of selecting each symptom characteristic and the symptom characteristics are stored in a one-to-one correspondence manner.
In a preferred embodiment, the system further comprises a sorting module 8, and the sorting module 8 is connected with the comprehensive processing module 7 and is used for sorting the comprehensive weight of each symptom characteristic according to an ascending or descending rule.
In the technical scheme, the comprehensive weights of all symptom characteristics are obtained through sequencing according to ascending or descending rules, so that a user can know the magnitude of the comprehensive weights of all symptom characteristics conveniently and accurately.
In a preferred embodiment, the first set is;
S＝[S1，S2，Sm]
the drug set in the drug database is:
M＝[M1，M2，Mk]
wherein the drug Mj(j＝1，2，K)
The symptom set included is:
the method for obtaining each symptom characteristic by the characteristic processing module is shown as the following formula:
wherein S isiThe characteristics of the symptoms are shown,initial weights corresponding to the symptom features are represented;
indicates that the disease contains symptom SiNumber of drugs of (1), MjIt indicates the (j) th medicine,indicating medicine MjThe set of symptoms contained, k represents the drug library drug quantity.
In the above technical solution, the K value is large enough to completely cover the symptom characteristics in the symptom characteristic database 1.
In a preferred embodiment, the method of obtaining the composite weight for each symptom feature is as follows:
wherein,indicates the symptom SiInitial weight of, NiIndicates the symptom SiThe number of times of selection by the patient, n.k, being much greater than NiThe value of (c).
In the above technical solution, if a user selects a certain symptom feature in a first set corresponding to a certain body part, the number of times of selection corresponding to the symptom feature is increased by 1, and the comprehensive weight of each symptom feature is recalculated next time the first set is provided for the user to select.
In a preferred embodiment, the symptom database is further configured to be divided into a plurality of sub-feature repositories according to the human body structure, and each feature repository is configured to store an information set of symptom features at a position corresponding to the human body structure;
the information set includes the name of the symptom feature, the initial weight, the number of times selected, and the composite weight.
In a preferred embodiment, the obtaining module 3 includes a list module for selecting the preset symptom features in a list form for the user, and the matching module 4 is used for directly forming the first set according to the selected symptom features.
In the above technical scheme, the human body structure can be divided into: the body parts of the whole body, the skin, the head (including the cranium, the five sense organs, the face and the oral cavity), the neck, the chest, the back, the four limbs, the abdomen, the waist, the hip, the perineum and the like;
according to the human body parts, a corresponding sub-feature storage library can be established for storing the symptom features of the respective parts.
It should be noted that the system may be located in different pharmacies in an area to facilitate access to all of the patients' needle-like characteristics.
The following is a description of a specific embodiment:
the first set is S ═ S1，S2，Sm]
It is assumed that the skin has the following set of symptoms [ skin ulcer, skin pain, skin redness, skin dryness, skin erosion, skin blister, skin pimple, skin itch, skin wheal, skin nodule ],
expressed as a first set of symptom characteristics, S ═ S1,S2,S3,S4,S5,S6,S7,S8,S9,S10]And (4) showing.
Drug set in drug database 2, M ═ M1，M2，Mk]
Wherein the drug Mj(j＝1，2，K)
The symptom set included is:
wherein S isiThe characteristics of the symptoms are shown,initial weights corresponding to the symptom features are represented;
indicates that the disease contains symptom SiNumber of drugs of (1), MjIt indicates the (j) th medicine,indicating medicine MjThe set of symptoms that is included in the set,
let K denote the number of drugs in the drug library, K1000,indicates that the disease contains symptom SiThe number of the medicines in (4) is 10, 8, 12, 9, 15, 20, 5, 15, 16 and 3, and the number of the medicines corresponds to the symptom characteristics S1-S10 respectively.
Then the initial symptoms of these 10 symptomsRespectively as follows:
according to statistics, the 10 symptoms of the patients in a certain area A are selected in the intelligent questioning system according to the following times: 100 times, 150 times, 170 times, 90 times, 50 times, 80 times, 20 times, 200 times, 20 times, 10 times, and taking n as 10 times;
then the combined weight of these 10 symptomsRespectively as follows:
further may be ordered from large to small by the combined weight of the 10 symptoms:
the results were: s8,S6,S3,S2,S5,S1,S9,S4,S7,S10Finally providing the A area with the user selected symptomsThe list order is:
itch of the skin;
skin blisters;
red and swollen skin;
skin pain;
erosion of the skin;
skin ulcers;
a wheal of skin;
dry skin;
papules of the skin;
skin nodules.
In the technical scheme, the initial weight corresponding to the symptom characteristic of the user is obtained according to the symptom characteristic of the user, so that the medicine corresponding to the symptom characteristic with the highest weight can be recommended to the patient, and the medicine service system of the regional different symptom characteristics is analyzed according to the initial weights of the different symptom characteristics.
While the invention has been described with reference to a preferred embodiment, it will be understood by those skilled in the art that various changes in form and detail may be made therein without departing from the spirit and scope of the invention.
Claims (7)
1. A zone-oriented drug service system, comprising:
a characteristic database for storing a plurality of symptom characteristics related to diseases and region attribute information corresponding to each symptom characteristic in advance;
the medicine database is used for pre-storing medicine information and the incidence relation between each symptom characteristic and the medicine;
an acquisition module to acquire symptom description information of a patient;
the matching module is connected with the acquisition module and the characteristic database and used for matching the symptom description information with symptom characteristics in the characteristic database and forming a first set of all the obtained symptom characteristics;
the symptom processing module is connected with the matching module and the medicine database and used for processing to obtain an initial weight of each symptom characteristic in the first set according to the first set and the incidence relation between the symptom characteristics in the first set and medicines;
and the comprehensive processing module is connected with the symptom processing module and used for processing and obtaining the comprehensive weight of each symptom characteristic according to the first weight of each symptom characteristic in the first set and the region attribute information.
2. The medication service system of claim 1, wherein the regional attribute information includes a number of times the symptom characteristic was selected and regional information where the patient is located.
3. The medication service system according to claim 1, further comprising a ranking module, connected to the comprehensive processing module, for ranking the comprehensive weight of each symptom feature according to an ascending or descending rule.
4. The medication service system of claim 2, wherein the first set is;
S＝[S1，S2，Sm]
the drug set in the drug database is as follows:
M＝[M1，M2，Mk]
wherein the drug Mj(j＝1，2，K)
The symptom set included is:
<mrow> <msub> <mi>P</mi> <msub> <mi>M</mi> <mi>j</mi> </msub> </msub> <mo>=</mo> <mo>&lsqb;</mo> <msub> <mi>P</mi> <mn>1</mn> </msub> <mo>,</mo> <msub> <mi>P</mi> <mn>2</mn> </msub> <mo>,</mo> <msub> <mi>P</mi> <mi>s</mi> </msub> <mo>&rsqb;</mo> </mrow>
the method for obtaining each symptom characteristic by the characteristic processing module is shown as the following formula:
<mrow> <msub> <mi>Q</mi> <msub> <mi>S</mi> <mi>i</mi> </msub> </msub> <mo>=</mo> <mfrac> <mrow> <mo>|</mo> <mo>{</mo> <mi>j</mi> <mo>:</mo> <mo>{</mo> <msub> <mi>S</mi> <mi>i</mi> </msub> <mo>}</mo> <mo>&cap;</mo> <msub> <mi>P</mi> <msub> <mi>M</mi> <mi>j</mi> </msub> </msub> <mo>}</mo> <mo>|</mo> </mrow> <mi>k</mi> </mfrac> <mo>,</mo> <mi>j</mi> <mo>=</mo> <mn>1</mn> <mo>,</mo> <mn>2</mn> <mo>,</mo> <mn>...</mn> <mo>,</mo> <mi>k</mi> </mrow>
wherein S isiThe characteristics of the symptoms are shown,initial weights corresponding to the symptom features are represented;
indicates that the disease contains symptom SiNumber of drugs of (1), MjIt indicates the (j) th medicine,indicating medicine MjThe set of symptoms contained, k represents the drug library drug quantity.
5. The medication service system of claim 1 wherein the method of obtaining the composite weight for each of the symptom characteristics is as follows:
<mrow> <msub> <mover> <mi>Q</mi> <mo>&OverBar;</mo> </mover> <msub> <mi>S</mi> <mi>i</mi> </msub> </msub> <mo>=</mo> <msub> <mi>Q</mi> <msub> <mi>S</mi> <mi>i</mi> </msub> </msub> <mrow> <mo>(</mo> <mn>1</mn> <mo>-</mo> <msub> <mi>Q</mi> <msub> <mi>S</mi> <mi>i</mi> </msub> </msub> <mo>)</mo> </mrow> <mfrac> <msub> <mi>N</mi> <mi>i</mi> </msub> <mrow> <mi>n</mi> <mo>&CenterDot;</mo> <mi>k</mi> </mrow> </mfrac> </mrow>
wherein,indicates the symptom SiInitial weight of, NiIndicates the symptom SiThe number of times of selection by the patient, n.k, being much greater than NiThe value of (c).
6. The medication service system of claim 5, wherein the symptom database is further configured to be divided into a plurality of sub-feature repositories according to a body structure, and each of the feature repositories is configured to store the information sets of the symptom features of the corresponding location of the body structure;
the information set includes a name of the symptom feature, the initial weight, the number of times selected, and the composite weight.
7. The medication service system of claim 5, wherein the obtaining module comprises a listing module configured to provide the preset symptom feature to the user in a form of a list, and the matching module is configured to directly form the first set according to the selected symptom feature.
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Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104200069A (en) * | 2014-08-13 | 2014-12-10 | 周晋 | Drug use recommendation system and method based on symptom analysis and machine learning |
| CN105139109A (en) * | 2015-08-06 | 2015-12-09 | 黄梅 | Interactive integration method and interactive integration system of drug information management service |
| JP2016021081A (en) * | 2014-07-11 | 2016-02-04 | 株式会社システムヨシイ | Side effect information providing system, side effect information providing program, and side effect database data structure |
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- 2017-09-19 CN CN201710848536.2A patent/CN107591190A/en active Pending
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2016021081A (en) * | 2014-07-11 | 2016-02-04 | 株式会社システムヨシイ | Side effect information providing system, side effect information providing program, and side effect database data structure |
| CN104200069A (en) * | 2014-08-13 | 2014-12-10 | 周晋 | Drug use recommendation system and method based on symptom analysis and machine learning |
| CN105139109A (en) * | 2015-08-06 | 2015-12-09 | 黄梅 | Interactive integration method and interactive integration system of drug information management service |
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