Patents
Literature
Hiro is an intelligent assistant for R&D personnel, combined with Patent DNA, to facilitate innovative research.
Hiro

1746 results about "Medical health" patented technology

Cloud platform based remote electrocardiogram monitoring and health management system and realization method

ActiveCN105678098AComprehensive heart health monitoring serviceHeart health monitoring service monitoringData processing applicationsHealth-index calculationOnline doctorHealth condition
The invention discloses a cloud platform based remote electrocardiogram monitoring and health management system and realization method, and belongs to the technical field of medical health management. The system comprises a wearable acquisition device, a mobile terminal in communication connection with the acquisition device, and a cloud service platform, wherein the cloud service platform comprises a monitoring center management platform used for realizing remote monitoring, storage, analysis, early diagnosis, playback and printing of an electrocardiogram, a personal health management platform used for storing, managing, querying and using personal health information, a doctor online diagnosis and treatment platform used for providing online doctor seeing, online appointment registration, postoperative rehabilitation tracking and private doctor services, and a data storage platform used for storing electrocardiogram data acquired by all acquisition devices, establishing a perfect remote electrocardiogram monitoring and health management system and providing full heart health monitoring services for users. The users can monitor personal heart health states anytime and anywhere without going to a hospital.
Owner:天津中科物联网技术研究所

Medical health information system for health assessment, weight management and meal planning

A system and method provide nutrition assessments and tools for enabling users to achieve health-related goals based on specific health needs. The tools can include a nutrition assessment tool, a weight solution tool, a meal planning tool, and a meal tracking tool. The method includes receiving patient phenotype data. The phenotype data can include, but is not limited to, biometric data specific to the patient, medical claims data specific to the patient, organizational data specific to an organization to which the patient belongs, and behavioral data including dietary habits and nutritional history. One or more algorithms are executed on at least one processor of a computing apparatus to provide analyses of patient data in order. The results are output to a user in various web pages customized to provide features to the user.
Owner:PHENOTYPEIT

Pawpaw leaven of carica papaya and rosaceae plants as well as preparation method and application thereof

At present, pawpaw planted in every place of China is used for extracting papain besides preparing Chinese medicinal decoration pieces, preserved fruits, vegetables and fruits, thus nutritional health-care products of pawpaw are nearly not developed. Research on the lactation promoting effect of the pawpaw shows that the pawpaw leaven prepared by fermenting the pawpaw through microbes has comprehensive and rich nutrition and unique flavor and has a remarkable effect of promoting the development of female breast and a unique breast plumping effect of promoting quick recovery of plump, firm, natural and attractive female breast. In conclusion, research and development of the medical health-care products of the pawpaw are at a stage to be developed; the inventor develops the pawpaw leaven with a unique medical health-care effect by fermenting the pawpaw through the microbes; and the pawpaw leaven has a remarkable medical health-care value and a huge economic value, is an innovated invention and an innovated product of deep processing of pawpaw products, and has huge market development space and development prospect.
Owner:李晓青

Question answering system based on multisource heterogeneous data for medical field and implementing method thereof

A question answering system based on multisource heterogeneous data for the medical field and an implementing method thereof belong to the field of medical health and are intended to solve the problemthat an existing medical health question-answering system has a single data source and a single algorithm with little semantic information considered. The question answering system based on multisource heterogeneous data for the medical field comprises a client and a server; the client issues an answer acquisition request to the server; the server acquires answers from a structured database, medical health question-answer pairs and an open knowledge map, processes and synthesizes the answers and returns the answers to the client. The question answering system is applicable to the field of medical health.
Owner:哈尔滨福满科技有限责任公司

Perceptive health community information service system based on mobile internet and working method thereof

ActiveCN102438039AImprove work efficiencyConvenient door-to-door serviceTransmissionQuality of serviceMedical record
The invention discloses a perceptive health community information service system based on a mobile internet and a working method thereof. The system is provided with an application server, a business database, a health data acquisition terminal, a data gateway terminal, a general practitioner mobile work terminal, a service quality monitoring terminal and an external system interface terminal, wherein the business database is connected with the application server respectively through a wired or wireless local area network and a mobile internet; and the external system interface terminal interacts information between the system and an electronic medical record system and a health record system. According to the invention, the technology of mobile internet and internet of things is effectively combined with personal health service for community residents, the problems of hospital managers, general practitioners and community residents in the current community medical and health services are solved, and the aim of 'curing diseases through prevention' is achieved. The system provides a new health service mode of 'bring health to family' to the residents based on the community personal health data remotely monitored in real time and uploaded intelligently, and lays product and material foundations for the engineering technology from 'curing' to 'prevention' in the modern medical and health services.
Owner:上海欣方智能系统有限公司

Wearable remote medical health management system

The invention provides a wearable remote medical health management system. The wearable remote medical health management system has the advantages of small size and convenience in wearing, physiological parameters of a human body can be measured in real time without wounds, and meanwhile, the measured parameters can be sent to families, doctors, an emergency monitoring station and a data processing center; according to a large quantity of measured physiological parameters, a medical report and a nutrition report can be regularly given by the system, so as to facilitate the disease prevention of a patient; for abnormal indexes or states in a measuring process, the system can automatically give an alarm and send an alarm message to the monitoring station, and the monitoring station can analyze the alarm message and take further measures. In addition, the system has an innovative quick alarm function, and when a quick alarm key is long-pressed, the system can directly give an alarm call and automatically change the position of the patient, which is obtained by a GPS (Global Position System) module, into voice to be supplied to the other party. More importantly, a plurality of patients can be simultaneously monitored by the systems, so that centralized management is realized, and the management efficiency is improved.
Owner:苏州世慧新成健康科技有限公司

Microarray chip without solid wall based on LSPR (Localized Surface Plasmon Resonance) and application thereof

The invention discloses a microarray chip without solid walls based on LSPR (Localized Surface Plasmon Resonance) and application thereof. The substrate of the microarray chip is in a hydrophilic and hydrophobic mode and comprises a base, a plurality of hydrophilic regions and hydrophobic regions, wherein the hydrophilic regions are arranged on the base; the hydrophobic regions separate the hydrophilic regions; the surfaces of the hydrophilic regions are provided with metal nanometer material layers with local area surface plasma resonance attributes; the outer regions of the hydrophilic regions are not provided with the solid walls; the surfaces of the hydrophobic regions are provided with hydrophobic material layers. The microarray chip disclosed by the invention can be obtained by combining a peculiar affinitive molecule for detecting a substance to be detected on the substrate provided by the invention. The microarray chip disclosed by the invention has the advantages of easiness and convenience for use, low detection cost, accurate result, reusability, and the like, can be used for detecting multiple substances, such as micromolecules, heavy metal ions, proteins, bacteria, viruses, and the like, and has wide application prospect in the fields of medical health, environmental monitoring, scientific experiments, and the like.
Owner:TSINGHUA UNIV

Low odor, anti-static electricity, red phosphorus flame retardant thermoplastic composition and preparation method thereof

The invention relates to a low odor, anti-static electricity, red phosphorus flame retardant thermoplastic composition and a preparation method thereof, and belongs to the field of polymer modification and processing, which includes the following raw materials: by weight, 40-60% of a nylon resin; 5-10% of a microcapsule red phosphor masterbatch; 3%-8%of a compatibilizer; 5-40% of padding; 1-5% of modified activated zeolite powder; 0.5-2% of nanometer magnesium oxide; and 0-5%of other auxiliaries. The modified activated zeolite powder is activated by a natural zeolite powder, and then modified by a cationic surface active agent. According to the low odor, anti-static electricity, red phosphorus flame retardant thermoplastic composition and the preparation method thereof, the low odor, anti-static electricity, and high stability red phosphorus flame retardant thermoplastic composition is prepared by adding the modified activated zeolite powder on the basic formula of the red phosphorus flame retardant thermoplastic composition and simultaneously has a certain antibacterial effect; the thermoplastic composition is capable of being prepared into various sample pieces through extrusion molding, and suitable for coal mine underground equipments, textile equipments and medical health instruments.
Owner:SHANGHAI PRET COMPOSITES

Preparation method of biocompatible gamma-polyglutamic-acid hydrogel

The invention discloses a preparation method of biocompatible gamma-polyglutamic-acid hydrogel, which comprises the following steps of: by using polyglutamic acid as a main raw material and a biological-source material chitosan oligosaccharide as a cross-linking agent, carrying out preparation reaction in an aqueous solution, and activating a gamma-polyglutamic-acid carboxyl group by utilizing activating agents diamine carbide and N-hydroxysuccinimide ester to enable the polyglutamic acid and the free amino group of the chitosan oligosaccharide to form an amido bond to further form the hydrogel in a three-dimensional netted structure. After the prepared gel is swelled and balanced, drying is carried out by adopting a freeze-drying, vacuum-drying or microwave-drying mode. The biological-source material chitosan oligosaccharide is selected as the cross-linking agent, so that the biocompatibility of an obtained hydrogel system can be markedly improved; and a reaction system is an aqueous-solution system, reaction regulating and controlling properties are good, and the gel is stable. Because the hydrogel prepared by the method disclosed by the invention has good biocompatibility, the hydrogel can be widely applied to medicament carriers, auxiliary wound materials, medical and sanitary articles and the like.
Owner:NANKAI UNIV

Hospital information search engine and system based on knowledge base

The invention relates to a medical search engine and a system based on a repository. The engine works as follows: capturing a Chinese medical health directory to establish an original medical webpage database, extracting related information on webpage in the original medical webpage database and extracting comment information on hospitals, departments and doctors, so as to establish a medical comment information database, carrying out medical comment attribute field extraction of the abstracted related information by means of term frequency statistics and questionnaire to extract viewpoint phrase, analyzing viewpoint phrase orientation, determining an analytic result showing whether the comment information is positive or negative, determining the ranking of hospitals, departments and doctors, ordering search results according to a medical repository, and providing a user with highly structured and highly related information. In order to overcome the disadvantages of the result information of a common search engine such as unstructured form and low correlation degree and accuracy, the medical search engine and the system establish the medical repository to provide a user with highly structured medical information, and increase both correlation degree and accuracy for the user during querying medical information; moreover, the medical search engine and the system can effectively increase the accuracy and the recall rate of search results.
Owner:INST OF AUTOMATION CHINESE ACAD OF SCI

Music chromatic light physical factor physical and mental health system based on computer

The invention relates to a music chromatic light physical factor physical and mental health system based on a computer. The physical and mental health system integrates the physical treatment function based on the physiological body treatment by physical treatment, the mental treatment function based on the psychological treatment by music treatment and the fundamental treatment function based on Chinese traditional meridian point treatment and adds chromotherapy to environmental parameter treatment so as to reach the physical, mental and fundamental treatment at the same time and embody the new biological-psychological-social medical mode, thereby being a brand-new non-drug treatment mode. By converging a positioning technology and an Internet technology, a medical health network system is convenient to establish, instantly detects the therapy effects by utilizing a biological information sensor, creates an activity environment of system users into a scientific environment by utilizing an environmental parameter sensor, integrates a plurality of physical factors into the same physical therapy module and can select one or a plurality of physical factors for simultaneous therapy so as to ensure the curative effect. Remote monitoring can be realized by utilizing a biological information detection / environmental monitoring module, the Internet technology and a multi-path camera / microphone of the system.
Owner:李隆

Medical health service system

InactiveCN103632324AExcellent medical and health servicesData processing applicationsControl signalWeb service
The invention discloses a medical health service system which is connected with a hospital information system (HIS) server. The medical health service system comprises a user interface, an identification module, a control module and a storage module, wherein the user interface collects authentication information input by a user via a WEB server or a mobile proxy server, collects a medical resource use request, a medical resource query request, consultation information and an evaluation record which are input by a valid patient user, collects response to the consultation information and evaluation record by a valid management user, and sends response to the medical resource use request and the medical resource query request to the valid patient user; the identification module receives the authentication information collected by the user interface, and identifies the validity of the user according to the authentication information; and the control module sends control signals to different parts, obtains corresponding medical resource information from the HIS server according to the medical resource use request collected by the user interface, and sends the medical resource information to the user interface. The medical health service system provided by the invention can provide optimal medical service for residents.
Owner:独山子石化医院

Medical health information system

A system and method determine and report a potential for development by a patient of disease and adverse health conditions. The method includes receiving patient phenotype data. The phenotype data can include, but is not limited to, biometric data specific to the patient, medical claims data specific to the patient, and organizational data specific to an organization to which the patient belongs. One or more predictive models are generated using one or more algorithms executing on at least one processor of a computing apparatus. The one or more predictive models determine and indicate the potential for development by the patient of disease and adverse health conditions, and output the potential to a user.
Owner:PHENOTYPEIT

Remote wellness monitoring system with unversally accessible interface

This embodiment of the invention consists of an apparatus or home appliance unit embodied in a hardware entity running an embedded software program connected to a server computer via a phone line or high-speed internet. At home, the apparatus communicates with an optional set of medical health monitoring devices such as but not limited to, blood pressure monitors, blood glucose meters, and pulse oximeters using wired or wireless communications methods in order to perform wellness measurement. The illustrated embodiments of the invention provide a novel user interface on the home appliance to make the system accessible to people with disabilities. The simple user interface is designed to be accessible to people who are blind or deaf or people who cannot use their hands and require an alternative interface device such as a sip & puff controller. For the hearing impaired, the interface duplicates all speech and informational sounds with text or graphic cues. For the Blind, a Rotary knob provides tactile and audio feedback as the user navigates the system options. As every clockwise or counter-clockwise rotation of the knob brings a new option into focus, the user feels the click of the knob, and hears several audio cues including an audible click, a unique musical chime and a spoken description of the selectable option. For people who cannot use their hands to rotate the knob, alternative input controller devices, (such as a sip & puff controller) are supported through wired (such as but not limited to USB) or wireless (such as but not limited to Bluetooth, Zigbee IEEE 802.15.4, Z-Wave, Wi-Fi) connections. The home unit can further monitor wellness activity of the care recipient by pegging the number of times the care recipient passes by a infra-red motion sensor. The filtering of the latter information and subsequent integration over time and comparison with historical counts per unit of time within a 24 hour period can determine the normal activity pattern for the care recipient over the previous 24 hours.
Owner:FARHAN FARIBORZ M +1

Arm type wearable computer terminal equipment

The invention is wearable on arms and wrists of users and comprises a main board, a display screen, a touch screen, a keyboard, audio input equipment, audio output equipment, video input equipment, a power supply, an out-laid memory card, an Ethernet network interface card, a wireless network interface card, a Bluetooth transceiving module, a bar code scanner, a proximity card reader-writer, a wireless sensing network node, and an accelerometer. The system is integrated with the hardware platform of an ARM series microprocessor and a Linux operation system. The tag data of cargos are read and stored by the bar code scanner or the proximity card reader-writer, and are transmitted to a background database through a wired or wireless network or exchanged with other wireless terminals at short distance through a Bluetooth module and wireless sensor network nodes. The system can be widely applied in the occasions of logistics storage, business retail, medical health protection and mobile meter operation.
Owner:UNIV OF ELECTRONICS SCI & TECH OF CHINA

Polyurethane medical compound film and preparation method thereof

The invention relates to a medical polyurethane complex film and the preparation method thereof. The complex film is composed of fatty group polyurethane and nanometer hydroxylapatite, wherein the content of the anometer hydroxylapatite is 20-50 wt percent. The fatty group polyurethane is polymerized by at least one of fatty group vulcabond and polyether or polyester polyol, wherein the mol ratio of the fatty group vulcabond-NCO and -OH in the polyol is 1.5-3 to 1. The film belongs to a thermoplasticity elastic film, has favorable elasticity and easy moulding, can load microspheres containing medicine or active components such as biological nutrilit and the like and structures distributed with through holes, thereby having favorable biological performance, and the film does not contain aromatic components but contains ester groups and / or hydrophilic ether groups which can be hydrolyzed or biologically degraded; the hydrophile and hydrophobic nature balance and the degradation of the film can be changed through adjusting the proportion, and the film can be applied to the medical health field of bone tissue guiding regeneration film and medicine slow-released film, and the like.
Owner:SICHUAN UNIV

Electronic health records system

A method and system for producing and storing information related to medical health of at least one patient comprising:1) capturing data gleaned by audio and video recording of an interview with the patient conducted by a health-care professional,2) electronically digitizing the data, and3) storing the digitized data in an electronic format in a computer having an operating system capable of accessing, editing, analyzing, and searching the stored digitized data.
Owner:DAO MICHAEL

Intelligent air sterilization purification device

The invention relates to the fields of electrical appliance manufacturing technologies and medical sanitation, in particular to an intelligent air sterilization purification device. The intelligent air sterilization purification device comprises a machine shell, a purification sterilization device, a control system and a charging seat, wherein the machine shell is a cylindrical structure; a driving device used for driving the machine shell to move forward, retreat and change directions is mounted at the bottom of the machine shell; the purification sterilization device is positioned at the upper middle part inside the machine shell, and comprises a plasma generator and electrodes; the control system is used for achieving intelligent control, is mainly responsible for acquiring, analyzing and processing air quality data, and is used for controlling the purification sterilization device and the driving device to operate; and a storage battery is arranged inside the machine shell. The intelligent air sterilization purification device has certain intelligence, can automatically judge the direction of a pollution source and move to the place near the pollution source, performs air purification and sterilization treatment on the pollution source in a close distance, and creates a high-quality air environment for people.
Owner:LAOKEN MEDICAL TECH

Antibiotic and hydrophilic nonwoven, preparation and use thereof

The invention discloses an antisepsis and hydrophilous non-woven fabric that is coated and covered with fibroin and chitin; the invention further discloses a preparation method of the non-woven fabric, which comprises following steps: the non-woven fabric is doubly dipped and doubly rolled in a finishing solution that contains the fibroin and the chitin at the temperature of 20 to 40 DEG C, and then baked and fixed at the temperature less than 160 DEG C. By coating and covering the fibroin and the chitin onto the surface of the non-woven fabric, the non-woven fabric of the invention is provided with hydrophilous, bacteriostasis and sterilization effects without obvious influence to the appearance. The produced non-woven fabric can be used for disposable medical and health materials.
Owner:ZHEJIANG SCI-TECH UNIV

Clinic remote service system based on artificial intelligence

PendingCN110097977AAddress primary careSolve health management problemsMedical communicationHealth-index calculationDisease riskSelf-service
The invention relates to a clinic remote service system based on artificial intelligence. The system comprises the components of a clinic terminal, a cloud server, a patient terminal, a doctor terminal, a self-service medicine selling terminal, a medicine selling user terminal and a commodity supplementing terminal. The clinic terminal, the patient terminal, the doctor terminal, the self-service medicine selling terminal, the medicine selling user terminal, the commodity supplementing terminal and the cloud server perform data transmission through a network. The clinic remote service system has advantages of establishing a novel medical service system, settling problems of preliminary diagnosis and treatment and health management of a patient, realizing a one-station medical health preserving solution which comprises medical health examination, AI disease diagnosis, inquiry consultation, electronic medicine commerce, chronic disease management, saving diagnosis time and diagnosis cost,and reducing disease risk.
Owner:北京易联网络科技集团有限公司

Fumigating machine

The invention discloses a fumigation machine, and in particular relates to fumigation equipment with convenient carrying and adjustable fumigation areas and positions, which is particularly suitable for families and individuals and belongs to the field of medical health care instrument. The fumigation equipment mainly comprises a heating component, a heating container, an ultrasonic atomization plate, a pump, an output pipeline, a reflux pipeline, a temperature sensor, a liquid level sensor, a fumigation cover, an ultrasonic guidance head, and a control unit. The fumigation range and the fumigation positions realized by the fumigation equipment can be adjusted by a user, the user can implement the fumigation to the corresponding body surface of the user according to the need at home, and the fumigation equipment also realizes performing cyclic utilization on fumigation gas and restraining the pollution of drugs on the environment, utilizing the atomization effect of ultrasonic wave to fully utilize non-volatile effective constituents of fumigation drugs dissolved in the water to enlarge the varieties of drugs suitable for the fumigation, and combining physical permeation enhancing means such as the ultrasonic wave with the prior fumigation to promote the absorption of human skin to the drugs and improve the effect of the fumigation. The fumigation equipment is applied to treatment, health care, and cosmetology.
Owner:林惠霞

Health monitoring system based on intelligent closestool

The invention discloses a health monitoring system based on an intelligent closestool. Physical indexes of a user are obtained by extracting and sampling urine of the user and conducting various types of index urine detection and analysis on a urine sample through sensors, and returned to a user terminal. The user terminal conducts inquiry or consultation on a remote medical health cloud server according to information such as the urine detection result and the dining time, and the inquiry or consultation result can be conveniently and rapidly returned to the user. In the specific configuration of the health monitoring system, no more auxiliary devices are needed, sampling, detecting and the like of the sample are all designed in the closestool, the sampling and detecting accuracy is quite accurate, space and cost can be greatly saved, and the health monitoring system is suitable for ordinary families.
Owner:UNIV OF ELECTRONICS SCI & TECH OF CHINA

Medical information processing method and device

ActiveCN103778346AReduce the process of manually reading analysis reportsExtend the value chainSpecial data processing applicationsInformation processingTechnical standard
The invention relates to a medical information processing method and device. According to a human organ tissue structure defined by a clinical medical term standard, a framework of a hierarchical tree topology structured language file format is built; a standard organ tissue node, a clinical vocabulary node and a corresponding logical relationship node and an attribute node are established in the framework; patients' medical information stored in a medical information system is collected and then converted into structured information; the converted structured information is classified to put into an attribute node under a corresponding hierarchical organ tissue node, so that integrated storage and expression of digital information of various types of patients are enabled to be realized. According to the invention, the information processing method and the information processing device can be integrated with various medical application platform systems to provide comprehensive medical information of a patient, and can be used as an indexer to be applied into various retrieval systems and can be applied into the medical research and teaching fields; utilization efficiency of patients' medical information can be increased and the use value chain of the medical information can be prolonged; the establishment and popularization of individual medical health information file can be promoted.
Owner:SHANGHAI INST OF TECHNICAL PHYSICS - CHINESE ACAD OF SCI

Nanometer silver antibiotic powder fixed by silk fibroin and preparation method thereof

An antibacterial silk protein carried nano-Ag powder used for cosmetics, health-care food, enzyme immobilizing materials, biosensor, artificial skin or muscle, etc is prepared proportionally from silk protein and Ag nanoparticles. Its preparing process is also disclosed.
Owner:SHANDONG AGRICULTURAL UNIVERSITY

Man-machine conversation system and scheme for querying personalized medicine health-care information

InactiveCN101499078AImplement collation queryImplement multiple queriesSpecial data processing applicationsPersonalizationMicrocontroller
The invention relates to a man-machine interactive system and a scheme which is composed of four parts: a man-machine interactive scheme (1) used for interacting medical information, a man-machine interactive hardware device (2) used for interacting medical information, a physical sign / symptom analysis software program (3), a medical information database and an inquire software program (4). The system can be assembled manufactured by using accessory random that is mass popularization manufactured in current social such as singlechip, computer, PDA, mobile phone and e-dictionary. The system realizes arranging inquire and multiple inquire to special information (the medical health type information having individuation requirement characteristic), provides target medical information service to broad masses of other specialty with culture standard more than middle. The system solves social requirement that ordinary masses obtains systematic and comprehensive medical health information guidance urgently who take medicine / health by experience at once because of lackness medical health information.
Owner:黄林

System and method for interactive integration of electronic medical health records

The present invention provides a system and method for interactive integration of electronic patient medical records, the system and method having a central personal health record database networked to one or more local medical records maintained by individual health care providers, wherein the central personal health records and the local medical records have compatible electronic data structures, there being a personal health record and at least one local medical record corresponding to each particular patient. Each health care provider may be associated by a particular patient with the personal health record corresponding to the patient, and each health care provider may be enabled to access the personal health record for downloading and synchronization with a corresponding local medical record maintained by the health care provider, and may further be enabled to upload and synchronize changes made in a local medical record back to the corresponding personal health record.
Owner:JENNINGS TOM +1

A System and Method for Documenting a Patient Medical History

A system and method for documenting a medical history of a patient including presenting a first graphical user interface having a graphics and text based selection for taking in medical history data, the graphics based selection includes a numeric pad superimposed on a human body; monitoring alarming information contained in said selection; presenting a second graphical user interface having icons depicting pain or symptom in certain areas of a body and a selection box for each of the depicted pain or symptom; tracking symptoms, not diseases; presenting a third graphical user interface having icons with corresponding response boxes configured to question and obtain responses regarding a medical health history; and presenting a fourth graphical user interface having icons depicting current health conditions and selection boxes for each of the depicted current health conditions to obtain at least one response regarding said current health condition.
Owner:CARDIO HLDG BV

Word embedding deep learning method based on knowledge graph

The invention discloses a word embedding deep learning method based on a knowledge graph. In the training sample set construction stage, firstly, entity relations in the knowledge graph are divided according to the semantic intensity, and then training samples with different path lengths are generated on the basis of the divided entity relation groups. In the word embedding deep learning stage, athree-task deep neural network structure composed of a word2vec encoder, a convolution neural network, a gating cycle unit network, a softmax classifier, a logic regression device and the like is constructed, and then parameters of the deep neural network structure are optimized by taking a training sample set generated in the previous stage as input through iteration. After training is completed,a word nesting encoder composed of the word2vec encoder and the convolution neural network is reserved. Compared with the prior art, the method has the advantage of being high in word embedding accuracy, high in generalization ability, easy to implement and the like, and can be effectively applied to the fields such as big data analysis, electronic commerce, intelligent traffic, medical health and intelligent manufacturing.
Owner:TONGJI UNIV
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products