CN111223552A - Disease nutrition diet taboo recommendation system and use method thereof - Google Patents
Disease nutrition diet taboo recommendation system and use method thereof Download PDFInfo
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- 201000010099 disease Diseases 0.000 title claims abstract description 92
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 title claims abstract description 92
- 235000005911 diet Nutrition 0.000 title claims abstract description 78
- 230000037213 diet Effects 0.000 title claims abstract description 77
- 235000016709 nutrition Nutrition 0.000 title claims abstract description 26
- 238000000034 method Methods 0.000 title claims abstract description 21
- 230000035764 nutrition Effects 0.000 title claims abstract description 21
- 235000012054 meals Nutrition 0.000 claims abstract description 181
- 208000024891 symptom Diseases 0.000 claims abstract description 48
- 238000011156 evaluation Methods 0.000 claims abstract description 19
- 238000012163 sequencing technique Methods 0.000 claims abstract description 9
- 238000003745 diagnosis Methods 0.000 claims description 48
- 238000012216 screening Methods 0.000 claims description 27
- 230000009286 beneficial effect Effects 0.000 claims description 16
- 206010020751 Hypersensitivity Diseases 0.000 claims description 9
- 208000026935 allergic disease Diseases 0.000 claims description 9
- 230000007815 allergy Effects 0.000 claims description 9
- 238000004140 cleaning Methods 0.000 claims description 9
- 238000012545 processing Methods 0.000 claims description 9
- 230000003313 weakening effect Effects 0.000 claims description 9
- 238000000586 desensitisation Methods 0.000 claims description 6
- 238000001514 detection method Methods 0.000 claims description 3
- 229940079593 drug Drugs 0.000 claims description 3
- 239000003814 drug Substances 0.000 claims description 3
- 238000010606 normalization Methods 0.000 claims description 3
- 238000007781 pre-processing Methods 0.000 claims description 3
- 230000035935 pregnancy Effects 0.000 claims description 3
- 238000013480 data collection Methods 0.000 claims 1
- 230000000378 dietary effect Effects 0.000 claims 1
- 208000030212 nutrition disease Diseases 0.000 claims 1
- 238000010586 diagram Methods 0.000 description 2
- 235000013305 food Nutrition 0.000 description 2
- 230000007547 defect Effects 0.000 description 1
- 238000011084 recovery Methods 0.000 description 1
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- G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
- G16H20/60—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to nutrition control, e.g. diets
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Abstract
The invention relates to the field of diet recommendation, in particular to a disease nutrition diet taboo recommendation system and a use method thereof. The system comprises a disease library, a symptom library, a meal library, a data acquisition module, a user information receiving module, a meal recommendation module, a recording module, an evaluation module and a display module. The invention has the advantages that: the meal recommending module receives the user information from the user information receiving module, associates the disease library, the symptom library and the meal library, eliminates the meal which is not suitable for the user, and outputs the meal recommending result through the display module, so that the patient can obtain the meal which is suitable for the disease of the patient; in addition, through the arrangement of the recording module, the diet recommendation result of each time can be recorded, reference is provided for subsequent recommendation, and the recommendation efficiency is improved; in addition, through the arrangement of the evaluation module, the user can conveniently evaluate the meal recommendation results, so that the sequencing of the meal recommendation results is continuously optimized.
Description
Technical Field
The invention relates to the field of diet recommendation, in particular to a disease nutrition diet taboo recommendation system and a use method thereof.
Background
Compared with the prior art, people have enhanced current nutrition and diet awareness, but in the face of various foods, many people are difficult to select proper diet to meet the real needs of their bodies, but for patients suffering from diseases, the diet needs to be specifically treated according to specific diseases, the existing scheme is to plan their daily diet by medical advice or by the patients inquiring diet contraindications on related food websites, and therefore a recommendation method needs to be provided to recommend the patient's diet so as to clean up the energy consumed by the patients in planning the diet.
Disclosure of Invention
In order to overcome the defects in the prior art, the embodiment of the invention provides a disease nutrition diet taboo recommendation system and a use method thereof, which can plan the diet of a patient according to the disease and symptoms of the patient, can quickly screen out the diet beneficial to the recovery of the patient, and improve the planning efficiency.
The invention discloses a disease nutrition diet taboo recommendation system, which comprises a disease library, a symptom library, a diet library, a data acquisition module, a user information receiving module, a diet recommendation module, a recording module, an evaluation module and a display module, wherein:
a disease library for storing a plurality of kinds of disease information in advance;
the symptom library is used for storing a plurality of symptom characteristics corresponding to each disease information;
the meal library is used for storing a plurality of meal information, each meal information conflicts with at least one disease information, beneficial correlation information between the meal information and the disease information is also stored in the meal library, and rejection, weakening or conflict information among the meal information is also stored in the meal library;
the data acquisition module is used for acquiring the user information in the verified electronic medical record, preprocessing the user information and outputting the user information;
the user information receiving module is used for acquiring the input electronic medical record and analyzing the electronic medical record to obtain user information in the electronic medical record, wherein the user information comprises sex information, age information, pregnancy state information, diagnosis disease information, diagnosis symptom information, past medical history information, past medication history information and diet allergy information of a user;
the meal recommendation module is respectively connected with the user information receiving module, the disease library, the symptom library and the meal library and is used for receiving the user information, associating the disease library, the symptom library and the meal library, eliminating meals unsuitable for the user and outputting a meal recommendation result through the display module;
the recording module is used for storing the meal recommendation result output by the meal recommendation module and storing the user information related to the meal recommendation result;
the evaluation module is connected with the recording module and used for reading the result of the diet recommendation in the recording module and marking the result of the diet recommendation in the recording module according to the evaluation of the user;
and the display module is connected with the meal recommendation module and used for displaying the meal recommendation result.
Further, the data acquisition module specifically includes: the data cleaning unit is used for cleaning the user information and outputting the cleaned user information; and the data processing unit is connected with the data cleaning unit and used for carrying out standardization processing and normalization processing on the cleaned user information and the cleaned meal information and outputting the processed user information as a part of the data of the recording module.
Further, the meal recommendation module comprises a receiving unit, a screening unit and a rejection unit which are connected in sequence, wherein:
a receiving unit: the system comprises a user information module, a screening unit and a user information module, wherein the user information module is used for receiving user information from the user information module, eliminating meal information which conflicts with the meal information in a meal library according to meal allergy information, temporarily shielding part of information in the meal library and then sending the user information to the screening unit;
screening unit: the meal information conflict detection module is used for eliminating meal information which conflicts with the diagnosis disease information and the diagnosis symptom information and exists in the meal library according to the diagnosis disease information and the diagnosis symptom information in the user information, screening the meal information which is beneficial to treatment of the diagnosis disease information and the diagnosis symptom information in the meal library, and transmitting the screened meal information to the rejection unit;
rejection unit: the system is used for identifying rejection, weakening or conflict information among the screened various meal information, grouping the various meal information and then sequencing and outputting according to the significance degree of beneficial correlation information between the meal information and the disease information.
Further, the user receiving module comprises an input unit for manually inputting the electronic medical record and a network connection unit for downloading the electronic medical record from the server.
Furthermore, the recording module is provided with a desensitization unit for desensitizing the user information to be stored and storing the desensitized user information, and the meal recommendation module is connected with the recording module.
The invention also relates to a use method of the disease nutrition diet taboo recommendation system, which is used for the disease nutrition diet taboo recommendation system and comprises the following steps:
s1, information acquisition: the electronic medical record is input, the user information receiving module receives the electronic medical record and analyzes the electronic medical record to obtain user information in the electronic medical record, then the user information in the electronic medical record which is verified is obtained through the acquisition of the data acquisition module, and the user information is preprocessed and output to the meal recommendation module;
s2, preliminary matching: the user information stored in the recording module is matched according to the user information to be detected for comparison, if the diagnosis disease information is consistent with the diagnosis symptom information, direct recommendation is directly carried out according to the diet recommendation result stored in the recording module, and the diet recommendation result is output through the display module, otherwise, the next step is carried out;
s3, result recommendation: the system is used for receiving the user information, associating a disease library, a symptom library and a meal library, eliminating meals unsuitable for the user and outputting a meal recommendation result through a display module.
Further, the meal recommendation module comprises a receiving unit, a screening unit and a rejection unit which are connected in sequence, and the result recommendation specifically comprises the following steps:
(1) receiving the user information from the user information module through the receiving unit, eliminating the meal information which conflicts with the meal information in the meal library according to the meal allergy information, temporarily shielding part of information in the meal library, and then sending the user information to the screening unit;
(2) the screening unit is used for eliminating the meal information which conflicts with the diagnosis disease information and the diagnosis symptom information and exists in the meal library according to the diagnosis disease information and the diagnosis symptom information in the user information, screening the meal information which is beneficial to the treatment of the diagnosis disease information and the diagnosis symptom information in the meal library, and transmitting the screened meal information to the rejection unit;
(3) identifying rejection, weakening or conflict information among the screened various meal information through a rejection unit, grouping the various meal information, and then sequencing and outputting according to the significance degree of beneficial associated information between the meal information and the disease information.
Further, the method also comprises the step of saving the meal recommendation result output by the meal recommendation module and the user information associated with the meal recommendation result through the recording module.
Further, the recording module is provided with a desensitization unit for desensitizing the user information to be stored and a storage unit for storing the desensitized user information.
Further, the method further comprises the step of marking the result of the meal recommendation in the recording module according to the evaluation of the user through the evaluation module, wherein the marking content comprises taste and score.
The invention has the advantages that: the invention relates to a disease nutrition diet taboo recommendation system, which comprises a disease library, a symptom library, a diet library, a data acquisition module, a user information receiving module, a diet recommendation module, a recording module and an evaluation module, wherein the diet recommendation module is used for receiving user information from the user information receiving module, associating the disease library, the symptom library and the diet library, eliminating the diet unsuitable for a user, and outputting a diet recommendation result through a display module, so that a patient can obtain the diet suitable for the disease of the patient; in addition, through the arrangement of the recording module, the diet recommendation result of each time can be recorded, reference is provided for subsequent recommendation, and the recommendation efficiency is improved; in addition, through the arrangement of the evaluation module, the user can conveniently evaluate the meal recommendation results, so that the sequencing of the meal recommendation results is continuously optimized.
The invention also relates to a using method of the disease nutrition diet taboo recommendation system, which can quickly and effectively provide diet recommendation for patients through the disease nutrition diet taboo recommendation system and is convenient for the patients to plan diet.
In order to make the aforementioned and other objects, features and advantages of the present invention comprehensible, preferred embodiments accompanied with tables are described in detail below.
Drawings
FIG. 1 is a schematic diagram of a diet taboo recommendation system for nutrition diet according to the present invention;
fig. 2 is a schematic diagram of a method for using a nutritional diet taboo recommendation system for diseases according to the present invention.
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.
Referring to fig. 1, the invention discloses a disease nutrition diet taboo recommendation system, which comprises a disease library, a symptom library, a diet library, a data acquisition module, a user information receiving module, a diet recommendation module, a recording module, an evaluation module and a display module, wherein:
a disease library for storing a plurality of kinds of disease information in advance;
the symptom library is used for storing a plurality of symptom characteristics corresponding to each disease information;
the meal library is used for storing a plurality of meal information, each meal information conflicts with at least one disease information, beneficial correlation information between the meal information and the disease information is also stored in the meal library, and rejection, weakening or conflict information among the meal information is also stored in the meal library;
the data acquisition module is used for acquiring the user information in the verified electronic medical record, preprocessing the user information and outputting the user information;
the user information receiving module is used for acquiring the input electronic medical record and analyzing the electronic medical record to obtain user information in the electronic medical record, wherein the user information comprises sex information, age information, pregnancy state information, diagnosis disease information, diagnosis symptom information, past medical history information, past medication history information and diet allergy information of a user;
the meal recommendation module is respectively connected with the user information receiving module, the disease library, the symptom library and the meal library and is used for receiving the user information, associating the disease library, the symptom library and the meal library, eliminating meals unsuitable for the user and outputting a meal recommendation result through the display module;
the recording module is used for storing the meal recommendation result output by the meal recommendation module and storing the user information related to the meal recommendation result;
the evaluation module is connected with the recording module and used for reading the result of the meal recommendation in the recording module and marking the result of the meal recommendation in the recording module according to the evaluation of the user,
and the display module is connected with the meal recommendation module and used for displaying the meal recommendation result.
In the above embodiment, the data acquisition module specifically includes: the data cleaning unit is used for cleaning the user information and outputting the cleaned user information; and the data processing unit is connected with the data cleaning unit and used for carrying out standardization processing and normalization processing on the cleaned user information and the cleaned meal information and outputting the processed user information as a part of the data of the recording module.
In the above embodiment, the meal recommendation module includes a receiving unit, a screening unit and a rejection unit connected in sequence, wherein:
a receiving unit: the system comprises a user information module, a screening unit and a user information module, wherein the user information module is used for receiving user information from the user information module, eliminating meal information which conflicts with the meal information in a meal library according to meal allergy information, temporarily shielding part of information in the meal library and then sending the user information to the screening unit;
screening unit: the meal information conflict detection module is used for eliminating meal information which conflicts with the diagnosis disease information and the diagnosis symptom information and exists in the meal library according to the diagnosis disease information and the diagnosis symptom information in the user information, screening the meal information which is beneficial to treatment of the diagnosis disease information and the diagnosis symptom information in the meal library, and transmitting the screened meal information to the rejection unit;
rejection unit: the system is used for identifying rejection, weakening or conflict information among the screened various meal information, grouping the various meal information and then sequencing and outputting according to the significance degree of beneficial correlation information between the meal information and the disease information.
In the above embodiment, the user receiving module includes an input unit for manually inputting the electronic medical record and a network connection unit for downloading the electronic medical record from the server.
In the above embodiment, the recording module has a desensitization unit for desensitizing the user information to be stored and stores the desensitized user information, and the meal recommendation module is connected to the recording module.
The meal recommending module receives the user information from the user information receiving module, associates the disease library, the symptom library and the meal library, eliminates the meal which is not suitable for the user, and outputs the meal recommending result through the display module, so that the patient can obtain the meal which is suitable for the disease of the patient; in addition, through the arrangement of the recording module, the diet recommendation result of each time can be recorded, reference is provided for subsequent recommendation, and the recommendation efficiency is improved; in addition, through the arrangement of the evaluation module, the user can conveniently evaluate the meal recommendation results, so that the sequencing of the meal recommendation results is continuously optimized.
The invention also relates to a use method of the disease nutrition diet taboo recommendation system, which is used for the disease nutrition diet taboo recommendation system and comprises the following steps:
s1, information acquisition: the electronic medical record is input, the user information receiving module receives the electronic medical record and analyzes the electronic medical record to obtain user information in the electronic medical record, then the user information in the electronic medical record which is verified is obtained through the acquisition of the data acquisition module, and the user information is preprocessed and output to the meal recommendation module;
s2, preliminary matching: the user information stored in the recording module is matched according to the user information to be detected for comparison, if the diagnosis disease information is consistent with the diagnosis symptom information, direct recommendation is directly carried out according to the diet recommendation result stored in the recording module, and the diet recommendation result is pushed to the user, otherwise, the next step is carried out;
s3, result recommendation: the system is used for receiving the user information, associating a disease library, a symptom library and a meal library, eliminating meals unsuitable for the user and outputting a meal recommendation result through a display module.
In the above embodiment, the meal recommendation module includes a receiving unit, a screening unit, and a rejection unit, which are connected in sequence, and the result recommendation specifically includes the following steps:
(1) receiving the user information from the user information module through the receiving unit, eliminating the meal information which conflicts with the meal information in the meal library according to the meal allergy information, temporarily shielding part of information in the meal library, and then sending the user information to the screening unit;
(2) the screening unit is used for eliminating the meal information which conflicts with the diagnosis disease information and the diagnosis symptom information and exists in the meal library according to the diagnosis disease information and the diagnosis symptom information in the user information, screening the meal information which is beneficial to the treatment of the diagnosis disease information and the diagnosis symptom information in the meal library, and transmitting the screened meal information to the rejection unit;
(3) identifying rejection, weakening or conflict information among the screened various meal information through a rejection unit, grouping the various meal information, and then sequencing and outputting according to the significance degree of beneficial associated information between the meal information and the disease information.
In the above embodiment, the method further comprises saving, by the recording module, the result of the meal recommendation output by the meal recommendation module and the user information associated with the result of the meal recommendation.
Further, the recording module is provided with a desensitization unit for desensitizing the user information to be stored and a storage unit for storing the desensitized user information.
In the above embodiment, the method further comprises marking the result of the meal recommendation in the recording module according to the evaluation of the user by the evaluation module, wherein the marking content comprises taste and score.
The use method of the disease nutrition diet taboo recommendation system can quickly and effectively provide diet recommendation for patients through the disease nutrition diet taboo recommendation system, and is convenient for the patients to plan diet.
The principle and the implementation mode of the invention are explained by applying specific embodiments in the invention, and the description of the embodiments is only used for helping to understand the method and the core idea of the invention; meanwhile, for a person skilled in the art, according to the idea of the present invention, there may be variations in the specific embodiments and the application scope, and in summary, the content of the present specification should not be construed as a limitation to the present invention.
Claims (10)
1. The disease nutrition diet taboo recommendation system is characterized by comprising a disease library, a symptom library, a diet library, a data acquisition module, a user information receiving module, a diet recommendation module, a recording module and a display module, wherein:
a disease library for storing a plurality of kinds of disease information in advance;
the symptom library is used for storing a plurality of symptom characteristics corresponding to each disease information;
the meal library is used for storing a plurality of meal information, each meal information conflicts with at least one disease information, beneficial correlation information between the meal information and the disease information is also stored in the meal library, and rejection, weakening or conflict information among the meal information is also stored in the meal library;
the data acquisition module is used for acquiring the user information in the verified electronic medical record, preprocessing the user information and outputting the user information;
the user information receiving module is used for acquiring the input electronic medical record and analyzing the electronic medical record to obtain user information in the electronic medical record, wherein the user information comprises sex information, age information, pregnancy state information, diagnosis disease information, diagnosis symptom information, past medical history information, past medication history information and diet allergy information of a user;
the meal recommendation module is respectively connected with the user information receiving module, the disease library, the symptom library and the meal library and is used for receiving the user information, associating the disease library, the symptom library and the meal library, eliminating meals unsuitable for the user and outputting a meal recommendation result through the display module;
the recording module is used for storing the meal recommendation result output by the meal recommendation module and storing the user information related to the meal recommendation result;
the evaluation module is connected with the recording module and used for reading the result of the diet recommendation in the recording module and marking the result of the diet recommendation in the recording module according to the evaluation of the user;
and the display module is connected with the meal recommendation module and used for displaying the meal recommendation result.
2. The system according to claim 1, wherein the data collection module specifically comprises: the data cleaning unit is used for cleaning the user information and outputting the cleaned user information; and the data processing unit is connected with the data cleaning unit and used for carrying out standardization processing and normalization processing on the cleaned user information and the cleaned meal information and outputting the processed user information as a part of the data of the recording module.
3. The disease nutritional diet taboo recommendation system according to claim 1, wherein the diet recommendation module comprises a receiving unit, a screening unit and a rejection unit which are connected in sequence, wherein:
a receiving unit: the system comprises a user information module, a screening unit and a user information module, wherein the user information module is used for receiving user information from the user information module, eliminating meal information which conflicts with the meal information in a meal library according to meal allergy information, temporarily shielding part of information in the meal library and then sending the user information to the screening unit;
screening unit: the meal information conflict detection module is used for eliminating meal information which conflicts with the diagnosis disease information and the diagnosis symptom information and exists in the meal library according to the diagnosis disease information and the diagnosis symptom information in the user information, screening the meal information which is beneficial to treatment of the diagnosis disease information and the diagnosis symptom information in the meal library, and transmitting the screened meal information to the rejection unit;
rejection unit: the system is used for identifying rejection, weakening or conflict information among the screened various meal information, grouping the various meal information and then sequencing and outputting according to the significance degree of beneficial correlation information between the meal information and the disease information.
4. The system according to claim 1, wherein the user receiving module comprises an input unit for manually inputting the electronic medical record and a network connection unit for downloading the electronic medical record from a server.
5. The disease nutrition diet taboo recommendation system according to claim 1, characterized in that the recording module has a desensitization unit for desensitizing the user information to be stored and storing the desensitized user information, and the diet recommendation module is connected with the recording module.
6. A method of using the dietary contraindication recommendation system for nutritional disorders according to claim 1, comprising the steps of:
s1, information acquisition: the electronic medical record is input, the user information receiving module receives the electronic medical record and analyzes the electronic medical record to obtain user information in the electronic medical record, then the user information in the electronic medical record which is verified is obtained through the acquisition of the data acquisition module, and the user information is preprocessed and output to the meal recommendation module;
s2, preliminary matching: the user information stored in the recording module is matched according to the user information to be detected for comparison, if the diagnosis disease information is consistent with the diagnosis symptom information, direct recommendation is directly carried out according to the diet recommendation result stored in the recording module, and the diet recommendation result is pushed to the user, otherwise, the next step is carried out;
s3, result recommendation: the system is used for receiving the user information, associating a disease library, a symptom library and a meal library, eliminating meals unsuitable for the user and outputting a meal recommendation result through a display module.
7. The use method of the disease nutritional diet taboo recommendation system according to claim 6, wherein the diet recommendation module comprises a receiving unit, a screening unit and a rejection unit which are connected in sequence, the result recommendation specifically comprises the following steps:
(1) receiving the user information from the user information module through the receiving unit, eliminating the meal information which conflicts with the meal information in the meal library according to the meal allergy information, temporarily shielding part of information in the meal library, and then sending the user information to the screening unit;
(2) the screening unit is used for eliminating the meal information which conflicts with the diagnosis disease information and the diagnosis symptom information and exists in the meal library according to the diagnosis disease information and the diagnosis symptom information in the user information, screening the meal information which is beneficial to the treatment of the diagnosis disease information and the diagnosis symptom information in the meal library, and transmitting the screened meal information to the rejection unit;
(3) identifying rejection, weakening or conflict information among the screened various meal information through a rejection unit, grouping the various meal information, and then sequencing and outputting according to the significance degree of beneficial associated information between the meal information and the disease information.
8. The method for using the disease nutritional diet taboo recommendation system according to claim 6, further comprising saving the result of the diet recommendation output by the diet recommendation module and the user information associated with the result of the diet recommendation by the recording module.
9. The use method of the disease nutrition diet contraindication recommendation system according to claim 8, characterized in that the recording module has a desensitization unit for desensitizing the user information to be stored and a storage unit for storing the desensitized user information.
10. The method for using the disease nutritional diet taboo recommendation system according to claim 6, further comprising marking the result of diet recommendation in the recording module according to the user's evaluation by the evaluation module, wherein the marking content comprises taste and score.
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| CN116168804A (en) * | 2023-04-21 | 2023-05-26 | 杭州青橄榄网络技术有限公司 | Patient diet recommendation system and method based on HIS system |
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| CN108806770A (en) * | 2018-05-16 | 2018-11-13 | 北京豆果信息技术有限公司 | A kind of diet recommendation method based on user |
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| CN108806770A (en) * | 2018-05-16 | 2018-11-13 | 北京豆果信息技术有限公司 | A kind of diet recommendation method based on user |
| CN108899073A (en) * | 2018-06-29 | 2018-11-27 | 重庆邮电大学 | A kind of intelligent health diet recommender system of combination mobile terminal |
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