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324 results about "Personalized treatment" patented technology

Similarity analysis method and system for patients suffering from cardio-cerebral vascular diseases

The invention provides a similarity analysis method and system for patients suffering from cardio-cerebral vascular diseases. The method comprises the following steps of 1 problem definition, wherein problem definition for the patients suffering from the cardio-cerebral vascular diseases is conduced; 2 data collection, wherein health care data of the patients suffering from the cardio-cerebral vascular diseases is collected; 3 data preprocessing, wherein data integration, data cleaning, missing value processing, feature deleting and abnormal point removing are included; 4 feature engineering, wherein feature construction, feature selection and feature processing are included; 5 patient clustering modeling; 6 diagnosis and treatment scheme recommendation. Accordingly, an effective similarity analysis model for the patients suffering from the cardio-cerebral vascular diseases is built, a clinician can obtain the similar populations of a give patient through the patient features and then recommends a personalized treatment plan to achieve the purpose of accurate medical treatment, population grouping based on similarity analysis can be well conducted on the patients suffering from the cardio-cerebral vascular diseases in the Chinese population, and pointed personalized rehabilitation therapy is conducted on different risk populations as early as possible.
Owner:中电科数字科技(集团)有限公司

Method and system for managing treatments

Embodiment of the present invention disclose a method of managing treatment comprising capturing images of an organ, analyzing the captured images, determining at least one of susceptibility to at least one of a medical and non-medical condition and presence of the at least one of medical and non-medical condition, upon determination of the presence of at least one of medical and non-medical condition, measuring the level of severity of the at least one of medical and non-medical condition, categorizing the at least one of medical and non-medical condition based on the measured level of severity, recommending one or more of at least one of preventive, palliative, curative and cosmetic cum aesthetic, and at least one of new and enhanced personalized treatments based on the measured level of severity of the at least one of medical and non-medical condition, implementing the one or more of at least one of preventive, palliative, curative and cosmetic cum aesthetic, new and enhanced personalized treatments, tracking efficacy of the implemented one or more of at least one of preventive, palliative, curative and cosmetic cum aesthetic, new and enhanced personalized treatments and optimizing the one or more of at least one of preventive, palliative, curative and cosmetic cum aesthetic, new and enhanced personalized treatments based on the efficacies thereof.
Owner:MARINKOVICH SAVA +1

Primary tumor cell culture medium, culture method and application

The invention belongs to the technical field of medicine, and specifically relates to a primary tumor cell culture medium, culture method and application. The primary tumor cell culture method provided by the invention comprises the steps as follows: preparing a primary cell culture medium which comprises the following components: hydrocortisone, EGF, Insulin, a ROCK inhibitor, but not contains cholera toxin, and is an improvement of the existing primary cell culture medium; culturing tumor tissue epithelial cells on laid-out trophoblast cells by using the primary cell culture medium, and enabling the tumor tissue epithelial cells to proliferate rapidly under the combined action of growth factors secreted by the trophoblast cells and nutrient factors contained in the culture medium; and digesting and sub-culturing the tumor tissue epithelial cells when the tumor tissue epithelial cells grow to a cell density of about 80% to 90%. A convenient primary cell culture method is used to obtain immortalized cells possessing the biological characteristics of a patient's own tumor, and the problem of immortalization of the primary culture of tumor cells is solved, thereby realizing personalized treatment for the patient.
Owner:FUDAN UNIV

ICU ward horizontal-type bilateral cerebral palsy lower limb rehabilitation robot with functions of communication and autonomous navigation movement

The invention discloses an ICU ward horizontal-type bilateral cerebral palsy lower limb rehabilitation robot with the functions of communication and autonomous navigation movement. The robot structurally comprises a lower limb rehabilitation exoskeleton, a human body sign data collection module, a data processing module, a human-computer interaction module, a motion control module and an autonomous navigation moving chassis, and evaluation and coordinated rehabilitation training on all joints of the two lower limbs can be achieved; the data collection module collects motion and physiological data of the joints of the lower limbs and sends the data to the data processing module, the data processing module gives out a rehabilitation evaluation result of a patient and related motion data anduploads the result and the data to a cloud platform, and the cloud platform generates a personalized treatment scheme through clustering analysis; the human-computer interaction module sends an instruction to the motion control module to control the lower limb exoskeleton and guide the patient in rehabilitation training; the autonomous navigation moving chassis adopts Mecanum wheel design, indoorand outdoor navigation is achieved through the combination of GPS, vision and laser navigation, obstacle avoidance is achieved through ultrasonic detection, and the autonomous moving capability of therobot is improved.
Owner:ZHENGZHOU UNIV

Java-based web development middleware

The invention provides a java-based web development middleware. The java-based web development middleware comprises an action module and a data access module, wherein the action module is in charge of receiving http request data, sending the data to an appointed logic treatment unit for processing, generating webpage data in required format for treatment results of corresponding logic treatment units, and displaying the webpage data in a browser; the data access module is in charge of receiving and executing an operation request on a database, achieving automatic mapping of the database and a javabean object by utilizing an MQL (MetaQuotes Language) script language, and converting the complex operation on the database into the operation on the javabean object; in the logic treatment process, the need of personalized treatment is met in a way of inserting an interceptor; and in the webpage generation process, a template mode and a non-template mode are provided at the same time, and in the template mode, a webpage generation format is defined by a template based on an XML (Extensive Markup Language) marking mode. By utilizing the development middleware, the web development process is flexible and quick, the complex database operation is simplified, the web development cycle can be shortened, and the development efficiency is improved.
Owner:COMMUNICATION UNIVERSITY OF CHINA

Design method of personalized 3D printing calcaneal plate based on topological optimization

The invention provides a design method of a personalized 3D printing calcaneal plate based on topological optimization. The design method comprises the steps that firstly, three-dimensional reconstruction of a calcaneal model is conducted; then, a calcaneal outer side curved surface contour is extracted and constructed, construction of a calcaneal curved surface plate prototype and configuration of screws are conducted, and finite element analysis and topological optimization redesigning of a calcaneal prototype plate are conducted; and finally, 3D printing forming is conducted. According to the design method, based on the personalized treatment principle, limitation of traditional design and manufacturing technologies is broken through, the calcaneal height and reposition flatness of thearticular surface are effectively recovered, anatomic form matching and maximization of the fixation rigidity are achieved through combination of 3D printing and personalized manufacturing, and accordingly, the effect of calcaneal fracture plate internal fixation treatment is improved. According to the calcaneal plate designed through the design method, the problems of personalized anatomical compatibility difficult to achieve in a traditional calcaneus internal fixation plate, insufficient fixation stability and complications of related soft tissue of implantation materials are solved, shaping is easy, incisures are lower, biomechanical stability is better, and the risk of post-operation skin flap necrosis is lower.
Owner:AFFILIATED HOSPITAL OF GUANGDONG MEDICAL UNIV

Tumor molecular typing prediction system

A tumor molecular typing prediction system comprises a gene expression data extraction module, a missing value preprocessor, an important gene extraction module and a US-ELM (Extreme Learning Machine) molecular typing module, wherein the gene expression data extraction module is used for obtaining tumor gene expression data; the missing value preprocessor is used for filling the obtained tumor gene expression data with missing values; the important gene extraction module is used for extracting important tumor genes determining survival time from the tumor gene expression data; the US-ELM molecular typing module is used for performing tumor molecular typing prediction on the important tumor genes by adopting US-ELM. The tumor molecular typing prediction system overcomes the defects of slow speed, poor generalization performance and low classification accuracy of conventional tumor molecular typing techniques, realizes tumor molecular typing prediction which is rapid and high in classification accuracy, and can perform unsupervised machine learning on multiple types of tumors. By the application of the system in tumor molecular typing prediction, biological behaviors of the tumors can be better judged, and the direct purpose of the system is to provide the reference base for formulation of personalized treatment programs instead of obtaining a diagnosis result.
Owner:NORTHEASTERN UNIV

Method of recommending personalized treatment scheme for stroke patient

ActiveCN111524571ASolve the problem of inconsistent input lengthReduce training timeTherapiesMedical automated diagnosisMedical recordNerve network
The invention discloses a method of recommending a personalized treatment scheme for a stroke patient. The method comprises the following steps: S1, preprocessing text information about physical examination and evaluation results in electronic medical records of patients; S2, expressing words, sentences and documents in the physical examination and evaluation results in the electronic medical records of the patients in a vector manner; S3, training a neural network model based on document vectors to obtain a personalized treatment scheme recommendation model; and S4, carrying out unified dataexpression, word segmentation and text filtering processing on the physical examination and evaluation results in an electronic medical record of a new patient, then carrying out document vector representation, and inputting represented document vectors into the personalized treatment scheme recommendation model to obtain a recommended personalized treatment scheme. According to the method, evaluation and physical examination information in the electronic medical record of the patient is taken as a document, the process of personalized treatment scheme recommendation is converted into a multi-label classification problem, the personalized treatment scheme can be recommended according to the physical examination results and the evaluation results of the patient, an auxiliary decision is provided for a doctor, and the burden of the doctor is reduced.
Owner:UNIV OF ELECTRONICS SCI & TECH OF CHINA

Liquid drop cultivation method of three-dimensional organs

ActiveCN108486035AOvercome effectivenessTo overcome the disadvantage of size)3D cultureGeneral culture methodsPipetteBiology
The invention relates to the fields of a biological technology and a cell culture technology, in particular to a liquid drop cultivation method of three-dimensional organs and application of the three-dimensional organs to biomedicine. A pipette tip and the conventional cell culture method are combined, a liquid drop with spherical conformation is formed by utilizing the pipette tip to serve as aculture carrier, and a millimeter-sized organ tissue is prepared by performing cultivation in the liquid drop. The ideal organ-like liquid drop culture condition is obtained by screening and analyzingfactors such as the cut position of the pipette tip, the volume of the injected liquid as well as the angle of the contact angle between the liquid drop and the section. Meanwhile, the form (shape and size) of the three-dimensional organ is controlled flexibly and effectively by adjusting the condition in a timely manner. In addition, the method provided by the invention has the advantages of being simple and convenient to operate, low in culture cost, high in culture efficiency and the like. The millimeter-sized three-dimensional organ tissue prepared according to the cultivation method canmeet the requirement of performing in-vitro medicine screening in the early personalized treatment stage.
Owner:陕西融光云生物科技有限公司

Metabonomics data fusion optimization processing method

The invention discloses a metabonomics data fusion optimization processing method. The method comprises the following steps of 1, converting metabonomics data of many patients of different sources into metabonomics data matrixes separately, 2, using an experiment design method to optimize a metabonomics data optimal preprocessing method with different sources separately, then through the optimized data optimal preprocessing method to process the metabonomics data matrixes in the step 1, and through the combination of a classification model, finding metabolite data with great contribution; 3, converting the metabolite data with the great contribution found in the step 2 into an important metabolic data matrix; 4, using the experiment design method to optimize the data optimal preprocessing method of the important metabolic data matrix, through the optimized data optimal preprocessing method, processing the important metabolic data matrix obtained in the step 3, and through the combination of the classification model, typing and classifying different patients. According to the metabonomics data fusion optimization processing method, the accuracy for typing and classifying diseases is improved, and a doctor can be assisted in more precisely laying out a personalized treatment scheme for a patient.
Owner:WENZHOU MEDICAL UNIV
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