CN107145736A - A kind of Traditional Chinese Medicine experts online intelligent diagnosis system based on information reservation - Google Patents
A kind of Traditional Chinese Medicine experts online intelligent diagnosis system based on information reservation Download PDFInfo
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Abstract
A kind of Traditional Chinese Medicine experts online intelligent diagnosis system based on information reservation, including Traditional Chinese Medicine experts diagnostic platform, ill essential information storehouse, traditional Chinese medical science rule module, diagnostic result module, Outside Access unit, audio and video interaction unit, diagnostic message data storage module, cloud network and information directly transfer module, the Traditional Chinese Medicine experts diagnostic platform has Outside Access unit and audio and video interaction unit, Outside Access unit is used for the essential information that patient inputs sufferer, audio and video interaction unit provides interaction platform by long-range voice tool and camera to preengage between expert and patient；The essential information of above-mentioned sufferer is fully entered in ill essential information storehouse first, then according to the tcm diagnosis rule set in traditional Chinese medical science rule module, by diagnostic result module conveying diagnostic result and suggestion prescription into Traditional Chinese Medicine experts diagnostic platform, while diagnostic result is sent on the mobile phone reserved to patient.
Description
Technical field
The present invention relates to medical field, and in particular to a kind of Traditional Chinese Medicine experts on-line intelligence diagnosis system based on information reservation
System.
Background technology
The traditional Chinese medical science still has its unique treatment today of medical science prosperity even now as the rarity of China's medical domain
Imitate, but be due to that the means such as the information of the traditional Chinese medical science is passed on, handled, storing and meet is diagnosed are all more traditional, seldom believe with modern
Breath technology is combined, and this causes the promotion and application of the traditional Chinese medical science to receive certain limitation, accordingly, it would be desirable to a kind of traditional Chinese medical science on-line intelligence
Diagnostic system.
The content of the invention
In view of the above-mentioned problems, the present invention provides a kind of Traditional Chinese Medicine experts online intelligent diagnosis system based on information reservation.
The purpose of the present invention is realized using following technical scheme：
A kind of Traditional Chinese Medicine experts online intelligent diagnosis system based on information reservation, including Traditional Chinese Medicine experts diagnostic platform, illness
Essential information storehouse, traditional Chinese medical science rule module, diagnostic result module, Outside Access unit, audio and video interaction unit, diagnostic message number
Module is directly transferred according to storage module, cloud network and information, the Traditional Chinese Medicine experts diagnostic platform has Outside Access unit and language
Audio-video-interactive unit, Outside Access unit is used for the essential information that patient inputs sufferer, and audio and video interaction unit passes through remote
The voice tool and camera of journey provide interaction platform to preengage between expert and patient；The essential information of above-mentioned sufferer is complete first
Portion is input in ill essential information storehouse, then according to the tcm diagnosis rule set in traditional Chinese medical science rule module, by diagnostic result
Module conveys diagnostic result and suggestion prescription into Traditional Chinese Medicine experts diagnostic platform, while diagnostic result is sent into what is reserved to patient
On mobile phone.
Beneficial effects of the present invention are：It is substantially sick that the Traditional Chinese Medicine experts online intelligent diagnosis system can be provided according to patient
Suffer from information, by internal traditional Chinese medical science rule setting, diagnostic result and prescription are intelligently exported, while providing the language of expert for patient
Audio frequency and video are talked with, and can provide the reference of similar case；The storage for sufferer information is configured with brand-new, safe and reliable simultaneously
Cloud storing mode, data storage is more safe and reliable.
Brief description of the drawings
Using accompanying drawing, the invention will be further described, but the embodiment in accompanying drawing does not constitute any limit to the present invention
System, for one of ordinary skill in the art, on the premise of not paying creative work, can also be obtained according to the following drawings
Other accompanying drawings.
Fig. 1 is the overall structure diagram of the present invention；
Fig. 2 is the structural representation of diagnostic message data storage module.
Embodiment
The invention will be further described with the following Examples.
Refer to a kind of Traditional Chinese Medicine experts online intelligent diagnosis system based on information reservation as shown in Figure 1-2, including in
Cure expert diagnosis platform 1, ill essential information storehouse 2, traditional Chinese medical science rule module 3, diagnostic result module 4, Outside Access unit 5, language
Audio-video-interactive unit 6, diagnostic message data storage module 7, cloud network 8 and information directly transfer module 9, the Traditional Chinese Medicine experts
Diagnostic platform 1 has Outside Access unit 5 and audio and video interaction unit 6, and Outside Access unit 5 is used for patient and inputs sufferer
Essential information, audio and video interaction unit 6 is offer between reservation expert and patient by long-range voice tool and camera
Interaction platform；The essential information of above-mentioned sufferer is fully entered in ill essential information storehouse 2 first, then according to the regular mould of the traditional Chinese medical science
The tcm diagnosis rule set in block 3, conveys diagnostic result by diagnostic result module 4 and suggestion prescription is diagnosed to Traditional Chinese Medicine experts and put down
In platform 1, while diagnostic result is sent on the mobile phone reserved to patient.
As further preferred scheme, all sufferers that the Traditional Chinese Medicine experts diagnostic platform 1 is received are believed substantially
Breath, and the diagnostic result come and suggestion prescription are fed back from diagnostic result module 7, stored up by diagnostic message data storage module 7
It is stored in cloud network 8.
As further preferred scheme, the traditional Chinese medical science rule of the traditional Chinese medical science rule module 3 includes name of disease rule, basic pathogenesis
Rule, load interpretation of the cause, onset and process of an illness rule, basic card name rule, approximate processing rule, medicine alteration ruler, prescription alteration ruler.
As further preferred scheme, described information, which directly transfers module 9, is used for ill essential information storehouse 2 to cloud network
The direct of the data stored in 8 is transferred, and it provides similar case by the Traditional Chinese Medicine experts diagnostic platform 1 that is retrieved as of keyword,
So as to which the diagnosis for expert and patient provide reference.
As further preferred scheme, the essential information of the sufferer includes patient identification information, medical history, symptom, hair
Sick season, morbidity duration.
As further preferred scheme, the diagnostic message data storage module 7 includes：
(1) module 71 is built：If the node of data is stored in cloud network there are m, the current following finger of each node is obtained
Mark parameter：CPU capacity x1, disk space x2, bandwidth x3, CPU usage x4, disk space occupancy x5, broadband occupancy x6, structure
Build matrix Wherein, xijFor j-th node
I-th of index parameter, wiFor the weighted value for i-th kind of index parameter being manually set, 1≤i≤6,1≤j≤m, W is the row square of 6 row 6
Battle array；Build matrix
Wherein 1≤i≤6,1≤j≤m, function ()6*mRepresent and constitute 6 row m column matrix, vijThe i-th row jth row member in representing matrix V
Element；
(2) apart from parameter module 72：Load uniformity parameters d is calculated as followsj:
Wherein,
sj=max (v1j,v2j,…,v6j),tj=min (v1j,v2j,…,v6j),1≤j≤m；
(3) Node evaluation matrix module 73：Obtain when each node in setting time length outwards transmits data
Packet loss hjAnd in same setting time length each node Failure count εj, build m row m column matrix
(4) outside threat matrix module 74：Obtained from the security log of each node non-in setting time length
Method number of times of attack bj, 1≤j≤m, structure m row m column matrix A： Wherein θ is the control constant being manually set, and calculating matrix A
Value | A |；
(5) original arrangement module 75：Data to be stored are divided into size identical WE, and artificially set this to be stored
The importance parameter POS of data, is calculated as follows the copy initial number that the data to be stored needWherein int [] is bracket function,pj
For by system detectio to node j online rate, 1≤j≤m；
M node is obtained according to calculating | A | value is ranked up from small to large, and by n0Individual copy is tentatively stored successively
In the most preceding n that sorts0In individual node, each one copy of node store；
(6) number of copies update module 76：The dynamic quantity n of copy is calculated as follows：
Wherein, Z is the All Files total number stored in cloud network, ZiFor i-th of file a moment has tentatively been stored from copy
Play the access times in time span T backward, 1≤i≤Z, VkCopy for k-th of above-mentioned data to be stored is tentatively stored up from copy
Keep from a moment the accessed number of times in time span T backward, 1≤k≤n0, LjIt is preliminary from copy for j-th of node in cloud network
The network traffics in time span T backward, 1≤j≤m, Q are stored from a momentyFor y-th of above-mentioned data to be stored copy from
Copy has tentatively stored from a moment the network traffics in time span T backward, 1≤y≤n0, η1、η2And η3Respectively it is manually set
Access coefficient, discharge coefficient and joint safety coefficient；
(7) node reordering module 77：Set node packet loss threshold k 1, node failure frequency threshold value K2 and node failure tired
K3 between timing, if the packet loss h of j-th of node from copy has tentatively stored a moment backward in time span Tj, failure
Number of times εjAnd failure cumulative time TjMeet：hj>=K1 or εj>=K2 or Tj>=K3, then eliminate node j | A | the sequence of value
In ranks, again according to | A after rejecting | value is ranked up to node；
(8) copy amount update module 78：Calculating is obtained after copy dynamic quantity n, by being currently needed for for data to be stored
Copy amount is by n0N is updated to, and n copy is stored in successively | A | in the n most preceding node that sort, each node store
One copy；According to upper type, the quantity of copy and placement are updated every a time span T.
The diagnostic message data storage module can be lost according to the transmission of the load uniformity and node of cloud network interior joint
Bag rate, Failure count and security carry out integrated ordered, the node of reasonable selection storage, overcome conventional node selection gist list
One the problem of；Initial copy amount can be selected according to the significance level of file to be stored simultaneously, being capable of basis in normal operation
The safety coefficients of the access times of copy, the networking flow of node and node dynamically adjusts the quantity of copy, and dynamically
Ground carries out the rearrangement of node according to transmission packet loss, Failure count, failure cumulative time, is avoiding unnecessary storage
The safe and reliable of file can be ensured while space waste well again, and operation amount of calculation is small, and cloud network can be avoided well
Due to data congestion caused by data storage.
Finally it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, rather than to present invention guarantor
The limitation of scope is protected, although being explained with reference to preferred embodiment to the present invention, one of ordinary skill in the art should
Work as understanding, technical scheme can be modified or equivalent substitution, without departing from the reality of technical solution of the present invention
Matter and scope.
Claims (6)
1. a kind of Traditional Chinese Medicine experts online intelligent diagnosis system based on information reservation, it is characterized in that, including Traditional Chinese Medicine experts diagnosis is flat
Platform, ill essential information storehouse, traditional Chinese medical science rule module, diagnostic result module, Outside Access unit, audio and video interaction unit, examine
Disconnected information data storage module, cloud network and information directly transfer module, and the Traditional Chinese Medicine experts diagnostic platform has Outside Access
Unit and audio and video interaction unit, Outside Access unit are used for the essential information that patient inputs sufferer, audio and video interaction list
Member provides interaction platform by long-range voice tool and camera to preengage between expert and patient；The basic letter of above-mentioned sufferer
Breath is fully entered in ill essential information storehouse first, then according to the tcm diagnosis rule set in traditional Chinese medical science rule module, by
Diagnostic result module conveys diagnostic result and suggestion prescription into Traditional Chinese Medicine experts diagnostic platform, while diagnostic result is sent to disease
On the mobile phone that people reserves.
2. a kind of Traditional Chinese Medicine experts online intelligent diagnosis system based on information reservation according to claim 1, it is characterized in that,
All sufferer essential informations that the Traditional Chinese Medicine experts diagnostic platform is received, and examined from diagnostic result module feedback is next
Disconnected result and suggestion prescription, are stored into cloud network, the diagnostic message data storage by diagnostic message data storage module
Module include build module, apart from parameter module, Node evaluation matrix module, outside threat matrix module, original arrangement module,
Number of copies update module, node reordering module and copy amount update module, the structure module are specifically performed：If in cloud network
The node of storage data has m, obtains the current following index parameter of each node：CPU capacity x1, disk space x2, bandwidth x3、
CPU usage x4, disk space occupancy x5, broadband occupancy x6, build matrix Wherein, xijFor i-th of index parameter of j-th of node, wiTo be artificial
The weighted value of i-th kind of index parameter of setting, 1≤i≤6,1≤j≤m, W is the column matrix of 6 row 6；Build matrixWherein 1
≤ i≤6,1≤j≤m, function ()6*mRepresent and constitute 6 row m column matrix, vijThe i-th row jth column element in representing matrix V；It is described
Specifically performed apart from parameter module：Load uniformity parameters d is calculated as followsj:
Wherein,
sj=max (v1j,v2j,…,v6j),tj=min (v1j,v2j,…,v6j),1≤j≤m。
3. a kind of Traditional Chinese Medicine experts online intelligent diagnosis system based on information reservation according to claim 2, it is characterized in that,
The traditional Chinese medical science rule of the traditional Chinese medical science rule module includes name of disease rule, basic pathogenesis rule, load interpretation of the cause, onset and process of an illness rule, basic card name rule
Then, approximate processing rule, medicine alteration ruler, prescription alteration ruler；The outside threat matrix module is specifically performed：From each
In the security log of node obtain setting time length in by rogue attacks number of times bj, 1≤j≤m, structure m row m column matrix A：Wherein
θ is the control constant being manually set, and calculating matrix A value | A |；The Node evaluation matrix module is specifically performed：Acquisition is set
Packet loss h when each node outwards transmits data in length of fixing timejAnd in same setting time length each node
Failure count εj, build m row m column matrix
4. a kind of Traditional Chinese Medicine experts online intelligent diagnosis system based on information reservation according to claim 3, it is characterized in that,
Described information, which directly transfers module, is used for ill essential information storehouse directly transferring to the data that are stored in cloud network, and it passes through pass
The Traditional Chinese Medicine experts diagnostic platform that is retrieved as of key word provides similar case, so as to provide reference for the diagnosis and patient of expert；Institute
Original arrangement module is stated specifically to perform：Data to be stored are divided into size identical WE, and the number to be stored is artificially set
According to importance parameter POS, the copy initial number n that the data to be stored need is calculated as follows0:Wherein int [] is bracket function,pjFor
By system detectio to node j online rate, 1≤j≤m；
M node is obtained according to calculating | A | value is ranked up from small to large, and by n0The individual copy preliminary row of being stored in successively
Sequence most preceding n0In individual node, each one copy of node store；
The number of copies update module is specifically performed：The dynamic quantity n of copy is calculated as follows：
Wherein,
Z is the All Files total number stored in cloud network, ZiFor i-th of file, the time is long backward from copy has tentatively stored a moment
The access times spent in T, 1≤i≤Z, VkFor k-th of above-mentioned data to be stored copy from copy has tentatively stored a moment it is past
Accessed number of times in time span T, 1≤k≤n afterwards0, LjIt is j-th of node in cloud network from copy has tentatively stored a moment
Network traffics in time span T, 1≤j≤m, Q backwardyCopy for y-th of above-mentioned data to be stored is tentatively stored from copy
Network traffics from good a moment backward in time span T, 1≤y≤n0, η1、η2And η3The access coefficient that is respectively manually set,
Discharge coefficient and joint safety coefficient.
5. a kind of Traditional Chinese Medicine experts online intelligent diagnosis system based on information reservation according to claim 4, it is characterized in that,
The essential information of the sufferer includes patient identification information, medical history, symptom, morbidity season, morbidity duration；The node weight
Row's module is specifically performed：Node packet loss threshold k 1, node failure frequency threshold value K2 and node failure cumulative time K3 are set, such as
The packet loss h of j-th node of the fruit from copy has tentatively stored a moment backward in time span Tj, Failure count εjAnd lose
Imitate cumulative time TjMeet：hj>=K1 or εj>=K2 or Tj>=K3, then eliminate node j | A | in the sequence ranks of value, reject
Afterwards again according to | A | value is ranked up to node.
6. a kind of Traditional Chinese Medicine experts online intelligent diagnosis system based on information reservation according to claim 5, it is characterized in that,
The copy amount update module is specifically performed：Calculating is obtained after copy dynamic quantity n, and data to be stored are currently needed for into pair
This quantity is by n0N is updated to, and n copy is stored in successively | A | in the n most preceding node that sort, each node store one
Individual copy；According to upper type, the quantity of copy and placement are updated every a time span T.
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