CN102567624A - Individual intelligent medical service system on basis of diagnosis and treatment templates and illness state templates - Google Patents
Individual intelligent medical service system on basis of diagnosis and treatment templates and illness state templates Download PDFInfo
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Abstract
The invention discloses an individual intelligent medical service system on the basis of diagnosis and treatment templates and illness state templates, which comprises an intelligent medical service network platform based on cloud computing, a platform doctor side and a platform patient side, wherein the platform doctor side and the platform patient side are connected with the medical service network platform. The individual intelligent medical service system is characterized in that doctors create and preserve the diagnosis and treatment templates through the platform doctor side to generate the illness state templates to distribute to patients, the patients receive the illness state templates through the platform patient side and input personal physiological data and illness state data and acquire diagnosis and treatment advice. The individual intelligent medical service system on the basis of diagnosis and treatment templates and illness state templates has the advantages of high efficiency, quick diagnosis, convenience and flexibility in operation, accurate diagnosis, function of prompting instantly and data security.
Description
Technical field
The invention belongs to medical field, be specifically related to a kind of emulation doctor system of wisdom medical science service.
Background technology
Realities such as the current high cost of getting medical treatment, the difficulty of seeking medical advice, the aging of population and chronic disease spread have proposed challenge serious to health system; In the various solutions of this challenge of reply, important means are to make full use of the flourishing infotech means medical assistance of Present Attitude.
The wisdom medical skill is the highest form of various infotech means, is the ultimate aim of medical information technology from the information-based à intelligent development of digitizing à.Following wisdom medical science must possess " P4 " characteristics: predictability, and preventative, personalized service, doctors and patients' property of participation in many ways.There will be future the wisdom medical skill of huge growth potentiality that four characteristics is arranged: one, the relevant health knowledge that lets the patient regain the initiative can be provided; Two, promote the platform tools of doctor's efficiency of service and quality; Three, improve common people's prevention and health care consciousness; Four, can " preventive treatment of disease " technological means and theory.
Current medical information technology also is in digitizing and information-based stage; Also has very big gap with wisdom medical science and wisdom medical skill; Often be confined to the collection transmission and the accessibility of data message, still lack artificial doctor's wisdom and reach assurance patient's holistic health.For example; Electronic health record, health account, tele-medicine; Portable medical and Internet of Things etc., though the collection and the information analysis and shared of these technology ability implementation part basic datas, the doctors and patients' that furthered space-time distance; But they can't alleviate doctor's workload veritably, and the doctor still will spend great amount of time and energy Analysis and Screening raw data; Because doctor's time energy is limited, adds that personal experience's limitation and raw data possibly imply factor affecting such as mistake, the efficient of doctor's service and the lifting of quality have fundamentally been restricted.At present, the medical information technological system all is to adopt common electronic health record mode to preserve patient's medical records and state of an illness data mostly, but these data are disperseed; Data deficiency association between the different syndromes; Degree of intelligence is low, and is poor for applicability, and intuitive is not high; The doctor need read the state of an illness characteristic that a large amount of historical medical history record of current patient could be understood patient, is difficult to hold on the whole very intuitively at short notice the current physiological situation of patient.
How a kind of wisdom medical skill is provided, and is computing machine the problem of needing solution at present badly from the wisdom assistant that the aid decision making aspect rises to truly.The object of the invention will address this problem exactly; Hoping to use the present infotech of ripe cloud service is various diseases; Especially chronic disease provides one-stop wisdom medical science service, waits like diagnosis and treatment, prognosis, treatment, prevention and health care and reduces medical treatment cost, promotes curative effect; For patient, family, doctor, medical institutions and medical insurance etc. provide the support of wisdom medical treatment platform, forming with prevention and health care is the super quality and competitive price at center and the wisdom medical model of sustainable development.As far as the doctor; Provide wisdom medical science high in the clouds platform to be its service; Wisdom medical science high in the clouds platform is a super wisdom doctor who compiles numerous doctor collective experience, by platform 365 days real time individual service is provided, and is equal to " to duplicate the doctor " to be hundreds and thousands of electronics wisdom doctors.As far as patient, the service through a doctor is equal to the service of having enjoyed numerous high in the clouds electronics wisdom doctors.
Summary of the invention
The present invention provides a kind of solution of the above problems, and a kind of personalized wisdom medical science service system based on diagnosis and treatment template and state of an illness template is provided.
Design philosophy of the present invention is that the artificial intelligence with computing machine is directed to the doctor; The collection of wisdom, lifting and development are fully open; Progressively development distils, and also has simultaneously promptly to make the i.e. property used, promptly; The doctor can become the personalization " computer doctor " that can carry out the diagnosis and treatment service for patient to diagnosis and treatment process quickly through our system, comes for the patient service of wisdom medical science to be provided through network; This service is to instruct with doctor, and the wisdom of " computer doctor " is directed to the doctor, and the personalized service that is provided has determinacy, applicability and credible advantage.These are representing doctor's experience and wisdom by the doctor according to " the computer doctor " of various patients' state of an illness formulation next to the shin, and along with the accumulation of these wisdom, the wisdom of platform is also carried out qualitative leap thereupon.
Technical scheme of the present invention provides a kind of personalized wisdom medical science service system based on diagnosis and treatment template and state of an illness template; It comprises wisdom medical science service network platform and the platform doctor end and the platform patient end that are connected said medical science service network platform based on cloud computing; It is characterized in that: the doctor holds through said platform doctor and creates and safeguard the diagnosis and treatment template, and generation state of an illness template is distributed to patient; Patient receives said state of an illness template through said platform patient end, and own physiological data and the clinical manifestation data of input, obtains diagnosis and treatment suggestion.
Preferably, the doctor creates and safeguards that the step of said diagnosis and treatment template is:
1) create the diagnosis and treatment template: the doctor is said diagnosis and treatment template for each patient creates, and be provided with said diagnosis and treatment template title, description, be provided with and training is classified to disease type, open degree;
2) physiological characteristic is set: the physiological characteristic confirming disease type and need use is set in the said diagnosis and treatment template, and is each physiological characteristic setting data type and unit;
3) condition is set: be step 2) in the said physiological characteristic that is provided with create condition, with the physiological characteristic that satisfies condition as the foundation of judging disease type;
4) the diagnosis and treatment rule is set: for the condition of creating in the step 3) is created the diagnosis and treatment rule, for the disease type of confirming is set diagnostic recommendations;
5) issue: issue said diagnosis and treatment template, create-rule file and state of an illness template, and offer patient to state of an illness template.
Preferably, said step 1) and step 2) in also provide the TRIM medical vocabulary to supply the doctor to use.
Preferably, said medical science service network platform also comprises social column, and patients is according to condition searched for the doctor.
Preferably, said medical science service network platform also comprises regulation engine, and after said regulation engine received patient's physiological data and clinical manifestation data, the said diagnosis and treatment template that the retrieval doctor sets was obtained the diagnosis and treatment suggestion.
Preferably, described state of an illness template and patient's physiological data and state of an illness data are through digital encryption.
Preferably, described state of an illness template is through going weight, the standardization of medical science descriptive language automatically, merging the generation automatically of similar back through the diagnosis and treatment template.Concrete step is:
1) goes automatically heavily to remove the trigger condition that repeats in the said diagnosis and treatment template;
2) medical science descriptive language standardization, according to the TRIM medical vocabulary to the replacement that standardizes of the literal in the state of an illness in the said diagnosis and treatment template, trigger condition and the diagnosis and treatment suggestion;
3) merge similar, merge identical with the similar state of an illness, trigger condition in all said diagnosis and treatment templates;
4) generate compound state of an illness template, extract all physiological data items and clinical manifestation data item and trigger value thereof in the said diagnosis and treatment template after the above-mentioned processing, composition state of an illness template.
Preferably, said diagnosis and treatment suggestion is not for relying on the methods of treatment of medicine equipment and medicine.This is specially to user's burst disease and not having under the situation of related doctor, no medicine equipment when playing in the open air, offers patient and can take which Emergency Assistance measure.
Preferably, said diagnosis and treatment suggestion comprises that also prompting module, said prompting module comprise setting prompting medicine time and/or change the prompting of reminding and/or move according to said physiological data and clinical manifestation data setting dose that patient imports.
Preferably, said prompting module reminds patient's mode to comprise note, mail or robocall.
The beneficial effect of the personalized wisdom medical science service system based on diagnosis and treatment template and state of an illness template of the present invention is:
1, higher efficient, after the doctor only need spend and process first diagnosis and treatment template less than one hour time, this diagnosis and treatment template just can help the doctor that patient's the state of an illness is analyzed in 1 year 365 days automatically, and the diagnosis and treatment suggestion is provided.And can on existing template, expand when reenacting new diagnosis and treatment template, manufacturing process will be very fast;
2, more quick, after patient inserts state of an illness template with the state of an illness, just can see the diagnosis and treatment suggestion immediately;
3, more convenient, patient can upgrade the state of an illness whenever and wherever possible through terminals such as mobile phones and obtain the diagnosis and treatment suggestion; The doctor can provide the diagnosis and treatment service and obtain medical knowledge through terminals such as ipad are more convenient;
4, more accurate, the diagnosis and treatment suggestion that system provided is personalized, is that the doctor is that patient is customized; The concrete diagnosis and treatment method that a certain disease provided that on behalf of the doctor, each diagnosis and treatment template a certain patient is held sometime; Regulation engine based on the diagnosis and treatment template judges according to patient's the state of an illness that automatically this process is robotization, and is computerized, and accuracy is compared human brain and more is not prone to mistaken diagnosis;
5, more flexible, the doctor not only can utilize the diagnosis and treatment template to come to see a doctor to patient, can also utilize the diagnosis and treatment template to come to cure the disease to patient, can replenish health knowledge of patient or the like.And these functions doctor only need be provided with rule flexibly and can reach corresponding effects when making the diagnosis and treatment template;
6, more instant; The doctor can be provided with the prompting of some serious state of an illness being carried out note modes such as (or) mails in the diagnosis and treatment template; In case corresponding rule that patient has filled state of an illness data-triggered; The doctor can receive prompting in the very first time, and the doctor can recognize patient's the state of an illness very first time like this, reduces the situation that delays the state of an illness.And patient end can customize diagnosis and treatment when in use very easily and reminds (should take medicine such as the instant alerts patient, this go to hospital to do checked or the like);
7, more safe, system must visit through the https mode.Subscriber data is encrypted storage through the PKCS12 encrypted certificate.Patient's electronic medical record information must have corresponding encrypted certificate checking just can obtain.
Description of drawings
Fig. 1 is the use synoptic diagram of the personalized wisdom medical science service system based on diagnosis and treatment template and state of an illness template of the present invention;
Fig. 2 is the operational flowchart of platform doctor end;
Fig. 3 is the operational flowchart of platform patient end.
Embodiment
Following specific embodiments of the invention is described in further detail.
As shown in Figure 1, the personalized wisdom medical science service system based on diagnosis and treatment template and state of an illness template of the present invention comprises:
The doctor: the usage platform doctor brings in the doctor that the service of wisdom medical science is provided;
Platform doctor end: be the terminal that provides platform to support of doctor's wisdom medical science service;
Wisdom medical science service network platform based on cloud computing: open platform, doctor and patient can independently registrations on this platform.The doctor can enjoy advanced Rulemaking instrument and improve doctor's diagnosis and treatment efficient; Patient can obtain the state of an illness diagnosis and treatment suggestion of oneself rapidly;
The diagnosis and treatment template: created by the doctor, system provides one group of instrument to supply the doctor to formulate the diagnosis and treatment template.Can be provided with when patient has symptoms such as headache, dizzy, insomnia such as the doctor, possibly suffer from hypertension.The doctor can be provided with the order of severity of the state of an illness of each rule triggering, indicates with different colours in system according to the different orders of severity;
State of an illness template: generate automatically according to the diagnosis and treatment template, the collection item comes from the physiological characteristic that relates in doctor's diagnosis and treatment template and describes vocabulary;
Platform patient end: the terminal that provides platform to support that obtains the service of wisdom medical science for patient;
Patient: the usage platform patient brings in the patient who obtains the service of wisdom medical science.
As shown in Figure 2, the operating process of platform doctor end is:
1, register account number: the special-purpose number of the account of doctor registered doctor in system.Need the information of typing to be during registration: training that user name, password, Real Name, sex, date of birth, email address, affiliated medical organization title, affiliated medical organization organization, province, city, better address, password give the prompting problem for change, be good at etc.Behind submit applications, system will send the affirmation mail in the mailbox of user's input through encrypting mailbox automatically, and the user logins the mailbox of oneself and confirms to accomplish registration.The subscriber data unification is managed based on ldap protocol through the OpenDS directory service, and password is encrypted storage through the PKCS12 encrypted certificate.
2, login system: the doctor opens the system login interface, the number of the account login system good and that verified through mailbox with registration.If the user is just in case forgotten password because of carelessness, the password of filling in the time of can registering through input is given problem for change and is given password for change.If the user forgets password and has given the answer of problem for change, then can submit to customer service through client's personal information that oneself is remembered, customer service is through behind the artificial demonstration validation, user cipher reset and sent to subscriber mailbox prompting user carry out password and revise.
3, create the diagnosis and treatment template: the doctor gets into diagnosis and treatment template establishment module.After doctor's login system, on System menu, can see the menu of creating the diagnosis and treatment template, click to get into and to carry out the establishment of diagnosis and treatment template.
4, the diagnosis and treatment Template Information is set: the doctor is provided with diagnosis and treatment template name, description, the disease type that is directed against, the setting of open degree, training classification etc.When the diagnosis and treatment template name is set; System provides professional TRIM (Templated HL7 RIM) medical vocabulary to supply doctor's reference; The TRIM medical vocabulary can eject through the mode of double-clicking very easily, and can import filtercondition and carry out blur filter.Open degree setting is in order to protect doctor's privacy, and the doctor can be only thinks with him that disclosed diagnosis and treatment template is open and estimates to other people.The training classification of system, TRIM medical vocabulary are all from the most authoritative NIH of medical institutions of the U.S..
5, physiological characteristic is set: the doctor creates the physiological characteristic that need use in the diagnosis and treatment template, is each physiological characteristic definition of data type, unit etc.The doctor can name physiological characteristic based on the professional medical vocabulary of UMLS (integrated medical science language system) through double-clicking ejection system when physiological characteristic is set.
6, condition is set: the doctor creates condition according to the physiological characteristic of creating, and the condition support is created in batches.The setting of these conditions is exactly the function that tests doctor personal experience and wisdom, and the physiological characteristic that the doctor can will define through the mode that pulls very easily before pulls gets off to carry out conditional definition, such as whether intermittent headache can be used as a condition.The condition that is provided with is prepared for the back is provided with the diagnosis and treatment rule.
7, the diagnosis and treatment rule is set: the doctor creates the diagnosis and treatment rule according to the condition of creating, and the diagnosis and treatment rule is supported combination condition, supports order of severity setting, supports that the doctor sets diagnostic recommendations.Concrete steps are: the doctor carries out logical combination through the mode that pulls with the condition of above-mentioned definition, defines then under the satisfied situation of this set condition, can be diagnosed as a kind of what state of an illness.Can be provided with under the satisfied simultaneously condition of some symptom such as the doctor, patient is just probably diagnosed into hypertension.For each diagnosis and treatment rule, the doctor can be provided with the order of severity, and so all have the effect of meeting corresponding warning to patient doctor.Doctor's diagnosis and treatment suggesting system for wearing supports the doctor with descriptive language, supports the doctor to formulate the plan target to patient, supports doctor's prescribe (nomenclature of drug can be from system in the medical vocabulary storehouse of specialty selection as a reference).
8, issue: after above operation was accomplished, the doctor carried out the issue of diagnosis and treatment template.The operation of issue is very simple and convenient concerning the doctor, has an issue button in system's diagnosis and treatment model customization interface final step, and the doctor clicks the issue that the issue button can be accomplished the diagnosis and treatment template.Rule analysis then can be carried out to the diagnosis and treatment template automatically in the system backstage, generates the rule file based on the Drools regulation engine, generates the state of an illness template of respective version simultaneously.Accomplish these back systems in several steps and again the data of diagnosis and treatment template are encrypted to resolve and store in the single file system, carry out old version for ease of doctor from now on and recover.
9, patient management: after the doctor has issued the diagnosis and treatment template, can select which patient is used this diagnosis and treatment template.The patient list that will select issue the doctor and accomplish back ejection automatically; These patients are the patients that set up patient's doctor relation with the doctor; The doctor can select some patients are used this template, also can select the similar patient of certain several situation to use this template.After having chosen patient and affirmation, the state of an illness template that generates according to the diagnosis and treatment template will be delivered to corresponding platform patient end.
As shown in Figure 3, the operating process of platform patient end is:
1, register account number: patient registers the special-purpose number of the account of patient in system.Need the information of typing to be during registration: user name, password, Real Name, sex, date of birth, email address, organization name, organization unit's title, province, city, better address, password are given prompting problem etc. for change.Behind submit applications, system will send the affirmation mail in the mailbox of user's input through encrypting mailbox automatically, and the user logins the mailbox of oneself and confirms to accomplish registration.The subscriber data unification is managed based on ldap protocol through the OpenDS directory service, and password is encrypted storage through the PKCS12 encrypted certificate.
2, login system: patient is with the number of the account login system of registration, the number of the account login system good and that verified through mailbox with registration.If the user is just in case forgotten password because of carelessness, the password of filling in the time of can registering through input is given problem for change and is given password for change.If the user forgets password and has given the answer of problem for change, then can submit to customer service through client's personal information that oneself is remembered, customer service is through behind the artificial demonstration validation, user cipher reset and sent to subscriber mailbox prompting user carry out password and revise.
3, seek the contact doctor: patient seeks and the high doctor of contact level through the social column of system.Will see community's menu after patient's login system, click this menu and get into community's homepage, in homepage, can see doctor according to different training classification.Patient can check that doctor's data checks its qualifications and record of service and the medical skill of being good at, presence etc.If patient does not know how this selects the specialist then can seek advice from online customer service, online customer service is described according to patient's symptom and is carried out training and guide.In case patient has confirmed the specialist of oneself, just can apply for the doctor opening relationships.System will point out the doctor to have patient to ask to see a doctor with modes such as note, mails.
4, set up patient's doctor relation: patient and the suitable doctor who finds set up patient's doctor relation.Both sides have promptly set up patient's doctor relation after the doctor agrees request of patient.
5, obtain state of an illness template: patient in system, obtain state of an illness template (this operation must the doctor made for this patient the diagnosis and treatment template and the issue after).In case with the doctor set up the relation after, the doctor just can send to patient with the diagnosis and treatment template of making.Patient can obtain state of an illness template at state of an illness acquisition module.
6, padding data: patient fills in corresponding data on state of an illness template.The data type that different physiological characteristics need be filled in is different, and some is a numeric type, needs patient to fill in a concrete numeral; Some is a Boolean type; Patient need select and be or just impassable, and also some is interval type, and patient need fill in the initial numerical value in certain interval or the like mode.Patient has filled in each system all can carry out format check automatically, avoids the input of user's mistake.
7, submit data to: patient submits to after having filled in self state of an illness data.The submission of data also is very convenient concerning patient.In state of an illness acquisition interface bottom individual submit button is arranged, patient clicks this button can be submitted to system with state of an illness data.Corresponding diagnosis and treatment template is triggered automatically according to patient's data in the system backstage, the time in several seconds, just can accomplish patient's diagnosis and treatment.
8, check the state of an illness: patient checks that in the state of an illness interface can view the diagnosis and treatment rule that own state of an illness data are triggered, and can see doctor's diagnosis and treatment suggestion.After having submitted to data system to handle, automatic triggering rule engine, regulation engine find the doctor's suggestion that meets patient from the rule file of diagnosis and treatment template.Regulation engine is realized based on Java Drools technology.If patient's the state of an illness has triggered some rule on the diagnosis and treatment template; Patient just can check that module sees corresponding prompt information in the state of an illness; The order of severity according to different is arranged; And system carries out some weighted calculation according to patient's the degree of being in a bad way automatically, draws present patient's holistic health situation patients reference automatically.
Personalized wisdom medical science service system based on diagnosis and treatment template and state of an illness template of the present invention can also provide open-air nursing version; Special burst disease and not having under the situation of related doctor, no medicine equipment when playing in the open air to the user; Some the Emergency Assistance measures that can take, its diagnosis and treatment suggestion does not generally rely on medicine equipment and medicine.
The diagnosis and treatment suggestion can also comprise prompting module, and prompting module comprises setting prompting medicine time and/or changes the prompting of reminding and/or move according to said physiological data and clinical manifestation data setting dose that patient imports.Prompting module reminds patient's mode to comprise note, mail or robocall.Prompting module claims that also health guards template; Use in this case: be diagnosed as the hyperpietic by the doctor such as patient; This time, the doctor just can guard template for this patient makes to hypertensive health, and the collection item of this template mainly is exactly to hypertensive symptom: such as headache, dizzy, tinnitus, insomnia etc., the doctor can be in advance health guard set in the template such as headache phenomenon every day above how many times; Just should strengthen the dose of certain medicine; Begin to take a turn for the better such as sleep, the insomnia phenomenon less occurs, and just should reduce the dose of certain medicine.Simultaneously; The hypertensive medicine of treatment that the doctor leaves this patient; Have the problem several times of taking an every day; The doctor just can be provided with and when remind patient every day one time like this, and patient can remind through note, mail or robocall mode in self-service selection, the content of prompting such as " you are good for XX! You should take the XX medicine, please noted to take the X grain, and before meals is used! ", " you are good for XX! You should trot out half an hour! ".Like this, the state of an illness that patient submits to has been seriously or taken a turn for the better, and all can receive health and guard 24 hours health of template and guard, and helps control that patient carries out aspects such as medicine, exercise so that better recover health.
Personalized wisdom medical science service system based on diagnosis and treatment template and state of an illness template of the present invention is set up between vast doctor and the patient through the high in the clouds service and extensively and is directly got in touch, and for the patient provides the medical services of efficient quick possibility is provided.
Above embodiment is merely the present invention's a kind of embodiment wherein, and it describes comparatively concrete and detailed, but can not therefore be interpreted as the restriction to claim of the present invention.Should be pointed out that for the person of ordinary skill of the art under the prerequisite that does not break away from the present invention's design, can also make some distortion and improvement, these all belong to protection scope of the present invention.Therefore, the protection domain of patent of the present invention should be as the criterion with accompanying claims.
Claims (10)
1. based on the personalized wisdom medical science service system of diagnosis and treatment template and state of an illness template; It comprises wisdom medical science service network platform and the platform doctor end and the platform patient end that are connected said medical science service network platform based on cloud computing; It is characterized in that: the doctor holds through said platform doctor and creates and safeguard the diagnosis and treatment template, and generation state of an illness template is distributed to patient; Patient receives said state of an illness template through said platform patient end, and the physiological data and the clinical manifestation data of input oneself, obtains the diagnosis and treatment suggestion.
2. the personalized wisdom medical science service system based on diagnosis and treatment template and state of an illness template according to claim 1 is characterized in that: the doctor creates and safeguards that the step of said diagnosis and treatment template is:
1) create the diagnosis and treatment template: the doctor is said diagnosis and treatment template for each patient creates, and be provided with said diagnosis and treatment template title, description, be provided with and training is classified to disease type, open degree;
2) physiological characteristic is set: the physiological characteristic confirming disease type and need use is set in the said diagnosis and treatment template, and is each physiological characteristic setting data type and unit;
3) condition is set: be step 2) in the said physiological characteristic that is provided with create condition, with the physiological characteristic that satisfies condition as the foundation of judging disease type;
4) the diagnosis and treatment rule is set: for the condition of creating in the step 3) is created the diagnosis and treatment rule, for the disease type of confirming is set diagnostic recommendations;
5) issue: issue said diagnosis and treatment template, create-rule file and state of an illness template, and offer patient to state of an illness template.
3. the personalized wisdom medical science service system based on diagnosis and treatment template and state of an illness template according to claim 2 is characterized in that: said step 1) and step 2) in also provide the TRIM medical vocabulary to supply the doctor to use.
4. the personalized wisdom medical science service system based on diagnosis and treatment template and state of an illness template according to claim 1, it is characterized in that: said medical science service network platform also comprises social column, and patients is according to condition searched for the doctor.
5. the personalized wisdom medical science service system based on diagnosis and treatment template and state of an illness template according to claim 1; It is characterized in that: said medical science service network platform also comprises regulation engine; After said regulation engine received patient's physiological data and clinical manifestation data, the said diagnosis and treatment template that the retrieval doctor sets was obtained the diagnosis and treatment suggestion.
6. the personalized wisdom medical science service system based on diagnosis and treatment template and state of an illness template according to claim 1 is characterized in that: described state of an illness template and patient's physiological data and state of an illness data are through digital encryption.
7. the personalized wisdom medical science service system based on diagnosis and treatment template and state of an illness template according to claim 1 is characterized in that: described state of an illness template is through going weight, the standardization of medical science descriptive language automatically, merging the generation automatically of similar back through the diagnosis and treatment template.
8. according to claim 1 or 2 one of them described personalized wisdom medical science service system based on diagnosis and treatment template and state of an illness template, it is characterized in that: said diagnosis and treatment suggestion is not for relying on the methods of treatment of medicine equipment and medicine.
9. according to claim 1 or 2 one of them described personalized wisdom medical science service system based on diagnosis and treatment template and state of an illness template; It is characterized in that: said diagnosis and treatment suggestion comprises that also prompting module, said prompting module comprise setting prompting medicine time and/or change the prompting of reminding and/or move according to said physiological data and clinical manifestation data setting dose that patient imports.
10. the personalized wisdom medical science service system based on diagnosis and treatment template and state of an illness template according to claim 9 is characterized in that: said prompting module reminds patient's mode to comprise note, mail or robocall.
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| CN111949691A (en) * | 2020-07-29 | 2020-11-17 | 合肥森亿智能科技有限公司 | Clinical aid decision making method, system, equipment and medium based on rule attenuation |
| CN112151182A (en) * | 2020-08-14 | 2020-12-29 | 北京大学 | Intelligent medical advice generation method and system based on greedy search |
| US10987026B2 (en) | 2013-05-30 | 2021-04-27 | Spacelabs Healthcare Llc | Capnography module with automatic switching between mainstream and sidestream monitoring |
| US12102416B2 (en) | 2019-06-26 | 2024-10-01 | Spacelabs Healthcare L.L.C. | Using data from a body worn sensor to modify monitored physiological data |
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