CN1907217A - Integrated record and analysis equipment of Chinese traditional treatment - Google Patents

Integrated record and analysis equipment of Chinese traditional treatment Download PDF

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Publication number
CN1907217A
CN1907217A CN 200610112631 CN200610112631A CN1907217A CN 1907217 A CN1907217 A CN 1907217A CN 200610112631 CN200610112631 CN 200610112631 CN 200610112631 A CN200610112631 A CN 200610112631A CN 1907217 A CN1907217 A CN 1907217A
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information
signal
circuit
unit
pulse
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李博航
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Abstract

The invention discloses an integrated treating recording analyzing equipment of traditional Chinese medicine, which comprises the following parts: patient bulk image information gathering unit, sound information gathering unit of doctor and patient talking course, impulse gathering unit, image digitalizing unit, sound digitalizing unit, impulse signal digitalizing unit, computer interface unit, computer system and diagnosing information reserving processing analyzing software.

Description

Traditional medicine synthetic therapy record analysis equipment
Technical field
The present invention relates to a kind of armarium that is used for the traditional medicine synthetic therapy record analysis, especially the prestige that the tcm diagnosis patient is adopted, the automatic record of electronization of hearing, ask, cut various diagnosis and treatment information, and recorded information is analyzed according to the knowledge base system of storing in the equipment, the intelligent medical equipment that can provide the treatment suggestion also can be realized the record of tcm clinical practice diagnosis and treatment experience and knowledge, spreads and learn, and belongs to electronic field of medical.Relate to information analysis and intelligent identification technology owing to constitute the armarium of traditional medicine synthetic therapy record analysis simultaneously, therefore also belong to technical field of information processing.
Background technology
Over thousands of year, Chinese medicine relies on the external diagnosis means of its four methods of diagnosis, abstruse abstract reasoning, makes the development of Chinese Chinese medicine flow length in a steady stream with the harmony between man and nature thought of the natural coordinating and unifying.The famous medical science monumental works of Chinese classical such as " Treatises on Febrile and Miscellaneous Disease " with Huangdi's Internal Classics, Zhang Zhongjing has been determined the diagnosis and treatment method of the Chinese traditional Chinese medical science based on the four methods of diagnosis.Also occurred as immortal name traditional Chinese medical science such as Huatuo, Bian Que, Zhang Zhongjings.But regrettably, the method and the details of these traditional Chinese medical science four methods of diagnosis but are not handed down, yet the method for the traditional Chinese medical science four methods of diagnosis and details are but very important for the relation of the presentation of the state of an illness of judging the patient and analyze the state and inner internal organs, and this loss can't remedy.Chinese medicine diagnosis simultaneously and the method for curing the disease and process be according to the people and the time, because of ground, because of weather different, patient's full detail that the weather of the thought of this treating the same disease with different methods, treating different diseases with the same therapeutic principle when more requirement can the accurate recording doctor be diagnosed a disease, geographical position, patient's situation, doctor obtain by the four methods of diagnosis and doctor's analytical judgment result.
For the development that realizes traditional Chinese medical science medical science combines with the development of modern science and technology technology, need develop the equipment of various information such as the method that can record the traditional Chinese medical science four methods of diagnosis truly and details, realize digitized, the informationization of tcm diagnosis.Effectively realize spreading and propagating of traditional Chinese medical science medical science Heuristics.
At present the tcm diagnosis patient's who generally acknowledges method is to adopt to hope, hear, ask, cut the four diagnostic methods and carry out, and promptly hopes color; Listen patient's sound; Ask patient's morbidity process; The cun, guan and chi, three places at the wrist where the pulse is usually taken arteries and veins of cutting the patient obtains pulse condition.But for a long time, because the four diagnostic methods information of the traditional Chinese medical science extremely is difficult to be converted into electronic information and carries out record, and place one's entire reliance upon doctor of traditional Chinese medicine's experience of the judged result analyzed of the diagnosis and treatment carried out according to four diagnostic methods information of the traditional Chinese medical science, cause the medical experience of the traditional Chinese medical science well not do missionary work to successors, seriously hindered the succession and the development of traditional Chinese medical science medical science.
Some scientific and technical personnel also did some effort, as pulse-taking checkout equipment, pulse-taking recording equipment etc.But according to the medical knowledge of Chinese medicine, though palpation by with the most use, is the four diagnostic methods of the four diagnostic methods, the diagnostic message of inspection, auscultation and olfaction, inquiring is also very important.
Owing to do not have to write down doctor's diagnosis and treatment patient's four diagnostic methods information and, can't obtain complete experience of tcm knowledge base, for the propagation of traditional Chinese medical science medical knowledge difficulty relatively to patient's diagnosis and treatment analytical information.
Western medicine can become the main flow of modern medicine rapidly in modern times, with the standardization of western medicine, normalized medical records information very big relation was arranged, and its experience and transmission of knowledge are very easy.It is easy more than cultivating traditional Chinese medical science medical person to cultivate the western medicine talent.
Along with the modern western medical development runs into increasing difficulty, a lot of diseases adopt western medicine to be difficult to treatment, and the side effect of western medicine therapeutic modality is increasing, Western medicine counter productives such as particularly antibiotics side effect, viral Drug resistance more and more are familiar with by people, simultaneously in such as the treatment of pestilence such as SARS, traditional Chinese medical science medical science has been brought into play irreplaceable effect, and people recognize that gradually the traditional Chinese medical science medical science of China is that doctor trained in Western medicine medical science is irreplaceable.But because the traditional Chinese medical science medical science abstract big medical science theories that depend on the empiricism and the harmony between man and nature more, Ancient Chinese code name experience of tcm knowledge in communication process owing to there are not itemized record diagnosis details, particularly the process and the details of diagnosis and treatment do not spread to the descendant, only stay the traditional Chinese medical science by recalling some medical knowledges of summing up, but traditional Chinese medical science medical science extensive knowledge and profound scholarship, this summary knowledge later is that the height of Heuristics is abstract and concentrated, seldom stay the detail of Chinese traditional medical diagnose, make Chinese each all need the medical clinical practice of long period and grope to grasp tcm diagnosis technology more accurately for the traditional Chinese medical science.
Summary of the invention
Problem to be solved by this invention is:
1, how to detect, writes down the overall process of Chinese traditional medical diagnose, comprise hope color, on hearing the news, the maneuver and the pulse condition information of inquiring about disease feelings, feeling the pulse, make the various knowledge of Chinese traditional medical diagnose can be, realize tcm clinical practice diagnosis and treatment recording of information, storage, further analyze and late comer's study by effectively complete noting.And the knowledge base system of formation traditional Chinese medical science medical science.
2, how in the gatherer process of information the traditional Chinese medical science can continue the diagnosis patient and not influence the tcm diagnosis effect according to original diagnostic mode easily.
Technical scheme of the present invention comprises
1, proposes a kind of traditional medicine synthetic therapy record analysis equipment, comprise parts such as obtaining acoustic information collecting unit by the talk process of hearing and asking of the patient's body color image information collecting unit, doctor and the patient that are used for doctor's inspection, pulse signal collecting unit that the doctor feels the pulse, coloured image digital unit, acoustical signal digital unit, pulse signal digital unit, computer interface unit, computer system, diagnosis and treatment information stores processor analysis software at least.
2, propose a kind of traditional medicine synthetic therapy record analysis equipment, its processing unit to pulse signal comprises three independently subassemblies such as pulse condition diaphragm pressure sensor circuit, pulse condition electric signal processing circuit, pulse signal analog-to-digital conversion circuit, computer interface circuit, computer system and pulse signal process software at least.
3, propose a kind of traditional medicine synthetic therapy record analysis equipment, its processing unit to picture signal comprises a Color Image Acquisition circuit, colour picture signal treatment circuit, colour picture signal analog-to-digital conversion circuit, computer interface circuit and subassemblies such as computer system and picture signal process software at least.
4, propose a kind of traditional medicine synthetic therapy record analysis equipment, it is by hearing, asking that the processing unit of the acoustical signal of acquisition comprises subassemblies such as a sound collection circuit, audio signal processing circuit, acoustical signal analog-to-digital conversion circuit, computer interface circuit, computer system and acoustical signal process software at least.
5, maneuver, method and the pulse condition judgement information that a kind of traditional medicine synthetic therapy record analysis equipment can effectively detect, writes down and analyze the actual process of feeling the pulse of the traditional Chinese medical science is proposed.
6, propose in traditional medicine synthetic therapy record analysis equipment, to adopt novel thin film sensor, simultaneously thin film sensor is designed to thin film fingerstall or Thin film glove shape, make things convenient for the traditional Chinese medical science to use.
7, the novel pulse condition that proposes detects thin film sensor and adopts fabricated semiconductor thin-film pressure induction apparatus, metallic film pressure transducer or nanometer piezoelectric transducer.
8, the computer interface of the traditional medicine synthetic therapy record analysis equipment of Ti Chuing can be the various interface that computer is supported, comprises serial ports, parallel port, USB interface, Ethernet interface, pci interface, pcmcia interface etc.
10, the pulse condition of the traditional medicine synthetic therapy record analysis equipment of Ti Chuing detects the induced pressure signal of thin film sensor and is converted to the signal of telecommunication, then the treatment circuit by the pulse condition transducing signal amplify, processing such as filtering, be converted to digital signal by analog-to-digital conversion circuit then, and send into computer system storage and analyzing and processing by computer interface.
11, three of the traditional medicine synthetic therapy record analysis equipment of Ti Chuing independently can be adopted wired connection between pulse condition diaphragm pressure sensor circuit and the pulse condition electric signal processing circuit, also can adopt radio signal to connect.When adopting wired connection, three independently the low-tension supply of pulse condition diaphragm pressure sensor circuit provide by flexible cable; When adopting wireless connections, three independently pulse condition diaphragm pressure sensor circuit can adopt battery powered or the weak current power supply by antenna feed.
Description of drawings
Fig. 1 is a traditional medicine synthetic therapy record analysis device examples sketch map of the present invention.
Fig. 2 is the pulse signal processing unit exemplary plot of traditional medicine synthetic therapy record analysis equipment of the present invention.
Fig. 3 is the image signal processing unit exemplary plot of traditional medicine synthetic therapy record analysis equipment of the present invention.
Fig. 4 is the sound signal processing unit exemplary plot of traditional medicine synthetic therapy record analysis equipment of the present invention.
The specific embodiment
Below in conjunction with accompanying drawing and exemplifying embodiment technical scheme of the present invention is further described:
Fig. 1 is a traditional medicine synthetic therapy record analysis device examples sketch map of the present invention.(comprise forefinger thin film signal transducer [101] by pulse signal press detection sensor [1], middle finger thin film signal transducer [102], nameless thin film signal transducer [103]), pulse condition transducing signal treatment circuit [2], analog-to-digital conversion circuit [3], pulse signal computer interface circuit [4] and computer system [5], variscope [6] (CCD photographic head circuit or CMOS photographic head circuit), colour picture signal treatment circuit [7], coloured image analog-to-digital conversion circuit [8], picture signal computer interface circuit [9], sound signal collecting device [10] (available microphone circuit), audio signal processing circuit [11], acoustical signal analog-to-digital conversion circuit [12], acoustical signal computer interface circuit [13] is formed.Pulse signal press detection sensor wherein comprises three pulse condition testing circuits that are designed to a finger-stall or a glove form, when feeling the pulse with such pick off on traditional Chinese medical science doctor's the finger, because the fabricated semiconductor thin-film pressure sensor, metallic film pressure transducer or the nanometer piezoelectric transducer that adopt are very thin and soft, therefore the sensation that the doctor was felt the pulse originally influences very little.For the pulse condition at three positions of cun, guan and chi, three places at the wrist where the pulse is usually taken by respectively independently pulse image sensor detect; Pulse condition transducing signal treatment circuit [2] also is the independent signal treatment circuit of three position signals of three corresponding cun, guan and chi, three places at the wrist where the pulse is usually taken simultaneously; Analog and digital signal change-over circuit [3] can be that band analog switch and an analog and digital signal change-over circuit carry out signals sampling, also can distinguish the sampling of the pulse signal at three positions of corresponding cun, guan and chi, three places at the wrist where the pulse is usually taken with three analog and digital signal change-over circuits.Transmission speed is mainly considered in computer interface [4], [9], [13], adopts USB interface in design example of the present invention, to realize convenient connection the between the part of appliance, the communication interface that also can adopt other computer systems to support.In example of the present invention, adopt wired connection between pulse signal press detection sensor [1] and the pulse condition transducing signal treatment circuit [2] simultaneously.
Fig. 2 is the example schematic diagram of pulse signal treatment circuit.Handle pulse signal by forefinger, middle finger, nameless perception respectively by the identical signal processing circuit of three covers, every cover signal processing circuit comprises signal amplification circuit [1401] [1402] [1403], signal filter circuit [1501] [1502] [1503] and analog-to-digital conversion circuit interface [16] at least.Signal amplification circuit [1401] [1402] [1403] carries out processing and amplifying with the ultra-weak electronic signal of pick off conversion, and signal filter circuit [1501] [1502] [1503] leaches the clutter in the circuit.
Be stored in the computer system through the digital pulse signal after the analog digital conversion, write the Treatment Analysis program of pulse signal then, can reflect maneuver that the doctor feels the pulse and patient's the actual reflection of pulse signal on doctor's finger according to the amplitude of the size of the interval of pulse signal, the strength that applies, pulse signal.The recorded information of simultaneously such feel the pulse maneuver and skill can also be used for the Heuristics of the very abundant name traditional Chinese medical science of late comer's study and understanding, particularly clinical experience and be preserved.
Fig. 3 is the example schematic diagram of colour picture signal treatment circuit.Handled respectively by red, green, blue picture signal by the identical signal processing circuit of three covers, every cover signal processing circuit comprises signal amplification circuit [1701] [1702] [1703], signal filter circuit [1801] [1802] [1803] and analog-to-digital conversion circuit interface [19] at least.Signal amplification circuit [1701] [1702] [1703] carries out processing and amplifying with the ultra-weak electronic signal of pick off conversion, and signal filter circuit [1801] [1802] [1803] leaches the clutter in the circuit.
Fig. 4 is the example schematic diagram of audio signal processing circuit.This signal processing circuit comprises signal amplification circuit [20], signal filter circuit [21] and analog-to-digital conversion circuit interface [22] at least.Signal amplification circuit [20] carries out processing and amplifying with the ultra-weak electronic signal of pick off conversion, and signal filter circuit [21] leaches the clutter in the circuit.
Computer system in the realization example of traditional medicine synthetic therapy record analysis equipment of the present invention can adopt personal computer system, and its operating system adopts the exclusive data process software and the knowledge base system of WINDOWS operating system, MS SQLSEVER data base and the present device of MICROSOFT company.Knowledge base system in this system is meant the traditional Chinese medical science medical knowledge that can obtain and the set of diagnosis and treatment clinical experience knowledge.Be the special-purpose software of equipment development of the present invention, comprise colour picture signal colorimetric analysis software, coloured image local segmentation software, coloured image digital filtering software, pulse profile data process software, voice data process software, the compressed and decompressed software of image signal data, the compressed and decompressed software of sound signal data, pulse signal data compression PKUNZIP, database manipulation software etc. at least.Can adopt the algorithm of generally acknowledging at present for the compression of data such as image, sound, pulse condition.
Compared with prior art, the advantage of traditional medicine synthetic therapy record analysis equipment of the present invention is:
1, can the complete documentation doctor of traditional Chinese medicine real process and the full detail of diagnosis, comprise inspection information, auscultation and olfaction information, inquiring information, palpation information (pulse condition information that comprises maneuver, method and doctor's perception of feeling the pulse).
2,, the Heuristics of feeling the pulse of the traditional Chinese medical science is effectively write down and spread by the feel the pulse overall process of information gathering of doctor control.
3, adopt color image information Acquisition Circuit effectively prestige color information, mental status information and the fat or thin information of height of record patient.
4, adopt the acoustic information Acquisition Circuit can effectively write down doctor and patient's dialog information, thereby obtain auscultation and olfaction and inquiring information.
5, adopt semiconductor film film sensors, sensing metal film device or nanometer piezoelectric transducer, detection signal is sensitiveer, littler to doctor's diagnosis influence.
6, adopt the date processing of computer system, can and adopt computer software to set up the perfect Chinese traditional medical diagnose information knowledge storehouse system of a cover data storage as the pulse condition information of analyzing tcm inspection information, auscultation and olfaction information, inquiring information, the maneuver of feeling the pulse, method and doctor's perception.
7, can improve comprehensively Chinese traditional medical diagnose experience, skill, clinical knowledge system for traditional Chinese medical science late comer provides, shorten the time that the doctor of traditional Chinese medicine grasps Chinese traditional medical diagnose technology, skill and method greatly.
It should be noted last that: above exemplifying embodiment is the unrestricted technical scheme of the present invention in order to explanation only, although the present invention is had been described in detail with reference to above-mentioned example, those skilled in the art is to be understood that: still can make amendment or replacement on an equal basis to the present invention, and replace any modification or the part that do not break away from the spirit and scope of the present invention, and it all should be encompassed in the middle of the claim scope of the present invention.

Claims (10)

1, a kind of traditional medicine synthetic therapy record analysis equipment is characterized in that comprising at least and obtains the patient's body color image information collecting unit that is used for doctor's inspection, doctor and patient are by the acoustic information collecting unit of the talk process of hearing and asking, the pulse signal collecting unit of doctor's feeling the pulse, the Manipulating Colorful Image Information unit, the acoustic information system unit, the pulse signal information process unit, the coloured image digital unit, the acoustical signal digital unit, the pulse signal digital unit, the computer interface unit, computer system, parts such as diagnosis and treatment information stores processor analysis software.
2, a kind of traditional medicine synthetic therapy record analysis equipment, it is characterized in that effectively to write down the doctor of traditional Chinese medicine and diagnose the used four methods of diagnosis four diagnostic methods information of patient, the color image information, acoustic information, the pulse condition information that comprise the patient, and will be stored in behind the information digitalization in the computer system, analyze and handle by messaging software then.
3, a kind of traditional medicine synthetic therapy record analysis equipment, it is characterized in that by this equipment being gathered and is stored in analysis, arrangement, conclusion and the processing of image information (inspection) in the computer system, acoustic information (auscultation and olfaction and inquiring), pulse condition information (palpation) the information-based and final intelligent traditional Chinese medical science four methods of diagnosis four diagnostic methods comprehensive diagnos aceognosia system that forms each doctor of traditional Chinese medicine's wisdom of set that can realize the Chinese traditional medical diagnose process.
4, a kind of traditional medicine synthetic therapy record analysis equipment as claimed in claim 1, the pulse signal collecting unit that it is characterized in that described doctor of traditional Chinese medicine's feeling the pulse comprises three independently pulse condition diaphragm pressure sensor circuit at least, three of the corresponding traditional Chinese medical science are pointed (forefinger respectively, middle finger, the third finger) pulse condition information at three positions of cun, guan and chi, three places at the wrist where the pulse is usually taken of diagnosis patient, and will detect sensing circuit and be built in and to be worn over three of traditional Chinese medical science finger (forefinger, middle finger, the third finger) in the Thin film glove or thin film finger-stall, then detection signal is converted to the signal of telecommunication, and changes digital information into by described signal processing unit and described pulse signal digital unit and be stored in the computer equipment.
5, a kind of traditional medicine synthetic therapy record analysis equipment as claimed in claim 1, it is characterized in that described pulse signal processing unit comprises the amplifying circuit of signal, filter circuit, analog digital conversion interface circuit, because it is fainter that diaphragm pressure sensor is converted to the signal of telecommunication, and noise arranged, by described pulse signal information process unit weak signal is processed into the range of signal that is fit to the analog-to-digital conversion circuit sampling, is converted to digital information by the pulse condition information digital unit then.
6, a kind of traditional medicine synthetic therapy record analysis equipment as claimed in claim 1 is characterized in that described patient's body color image information collecting unit, described colour picture signal processing unit and described coloured image digital unit comprise subassemblies such as a Color Image Acquisition circuit, colour picture signal amplifying circuit, filter circuit, colour picture signal analog-to-digital conversion circuit, computer interface circuit at least
7, a kind of traditional medicine synthetic therapy record analysis equipment as claimed in claim 1 is characterized in that described acoustic information collecting unit, acoustic information system unit and described acoustical signal digital unit comprise subassemblies such as a sound collection circuit, sound signal amplifying circuit, filter circuit, acoustical signal analog-to-digital conversion circuit, computer interface circuit at least.
8, a kind of traditional medicine synthetic therapy record analysis equipment as claimed in claim 1, it is characterized in that to adopt wired connection between described pulse signal collecting unit and the described pulse signal processing unit, also can adopt radio signal to connect, when adopting wired connection, three independently the low-tension supply of pulse condition diaphragm pressure sensor circuit provide by flexible cable; When adopting wireless connections, three independently pulse condition diaphragm pressure sensor circuit can adopt battery powered or the weak current power supply by antenna feed.
9, a kind of traditional medicine synthetic therapy record analysis equipment as claimed in claim 1, it is characterized in that described computer interface circuit can be the various interface that computer is supported, comprises serial ports, parallel port, USB interface, Ethernet interface, pci interface, pcmcia interface etc.
10, as the described a kind of traditional medicine synthetic therapy record analysis equipment of claim 1, claim 2 and claim 3, it is characterized in that described computer system except basic computer system and software, also comprise the software and the storage four methods of diagnosis four diagnostic methods database of information of special disposal four methods of diagnosis four diagnostic methods information.
CN 200610112631 2006-08-28 2006-08-28 Integrated record and analysis equipment of Chinese traditional treatment Pending CN1907217A (en)

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Cited By (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102113880A (en) * 2009-12-08 2011-07-06 杨孟君 Human body surface advancing diagnosis device
CN102894959A (en) * 2011-07-25 2013-01-30 邵光震 Device for inspection, listening and inquiry in traditional Chinese medical science and control method
CN103284697A (en) * 2013-03-04 2013-09-11 北京中医药大学 Qi-blood body fluid network dynamic identification device and method for biological information of salivary secretion, sweating and urine excretion
CN106419864A (en) * 2015-08-05 2017-02-22 南开大学 Cloud expert system for TCM diagnosis
CN106580257A (en) * 2016-12-16 2017-04-26 天津慧医谷科技有限公司 Traditional Chinese medical four-diagnostic detector and detection method
CN107280648A (en) * 2017-07-31 2017-10-24 郦永平 Chinese Medicine Diagnoses System
CN108078732A (en) * 2016-11-15 2018-05-29 发美利稻田株式会社 Possesses the massage system of massager
CN108785032A (en) * 2017-04-27 2018-11-13 发美利稻田株式会社 Massage machine and massage system
CN109448804A (en) * 2018-10-18 2019-03-08 中国中医科学院 A kind of succession of Chinese medicine is with teacher's Notes System
CN112155524A (en) * 2020-09-28 2021-01-01 太原科技大学 Chinese medicine pulse feeling oriented big data analysis and diagnosis method and analysis system thereof
CN114694464A (en) * 2020-12-30 2022-07-01 中微半导体设备(上海)股份有限公司 Traditional Chinese medicine pulse-taking learning device and method

Cited By (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102113880A (en) * 2009-12-08 2011-07-06 杨孟君 Human body surface advancing diagnosis device
CN102894959A (en) * 2011-07-25 2013-01-30 邵光震 Device for inspection, listening and inquiry in traditional Chinese medical science and control method
CN103284697A (en) * 2013-03-04 2013-09-11 北京中医药大学 Qi-blood body fluid network dynamic identification device and method for biological information of salivary secretion, sweating and urine excretion
CN103284697B (en) * 2013-03-04 2016-05-11 北京中医药大学 The qi-blood-body fluid network Dynamic Identification device and method of salivary secretion, sweating, homaluria biological information
CN106419864A (en) * 2015-08-05 2017-02-22 南开大学 Cloud expert system for TCM diagnosis
CN108078732B (en) * 2016-11-15 2021-08-13 发美利稻田株式会社 Massage system with massager
CN108078732A (en) * 2016-11-15 2018-05-29 发美利稻田株式会社 Possesses the massage system of massager
CN106580257A (en) * 2016-12-16 2017-04-26 天津慧医谷科技有限公司 Traditional Chinese medical four-diagnostic detector and detection method
CN108785032A (en) * 2017-04-27 2018-11-13 发美利稻田株式会社 Massage machine and massage system
CN107280648A (en) * 2017-07-31 2017-10-24 郦永平 Chinese Medicine Diagnoses System
CN109448804A (en) * 2018-10-18 2019-03-08 中国中医科学院 A kind of succession of Chinese medicine is with teacher's Notes System
CN112155524A (en) * 2020-09-28 2021-01-01 太原科技大学 Chinese medicine pulse feeling oriented big data analysis and diagnosis method and analysis system thereof
CN114694464A (en) * 2020-12-30 2022-07-01 中微半导体设备(上海)股份有限公司 Traditional Chinese medicine pulse-taking learning device and method

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