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79 results about "Treatment evaluation" patented technology

Emotional state identification method based on electroencephalogram nonlinear features

The invention belongs to the emotional state recognition technology and provides a more objective emotional state identification method and a more objective evaluation method for treatment evaluation of psychological illnesses. The technical scheme is that the emotional state identification method based on electroencephalogram nonlinear features comprises a data acquisition and data preprocessing step and a feature extraction and feature analysis and classification and recognition step. The data acquisition and data preprocessing step is that pictures are used for inducing emotions of an examinee, electroencephalogram signals of the examinee are recorded, and the acquired original electroencephalogram signals are preprocessed, and the processing includes the four steps of changing reference potential, downsampling, bandpass filtering and electro-oculogram removal. The feature extraction refers to extraction of power spectral entropy and extraction of relevant dimension, and after feature level integration of the two features of the extracted power spectral entropy and relevant dimension, a hidden markov model (SVM) or a hidden markov model (HMM) is used for distinguishing in classification mode. The emotional state identification method based on electroencephalogram nonlinear features is mainly applied to emotional state identification.
Owner:TIANJIN UNIV

Graded diagnosis and treatment evaluating method based on data mining

The invention discloses a graded diagnosis and treatment evaluating method based on data mining. The method comprises the steps: extracting essential information and diagnosis and treatment information on patients from medical records, associating the essential information and the diagnosis and treatment information with disease category information and medical institution information, and firstly, carrying out data cleaning and missing value filling so as to divide the patients into patients of different flow directions; then, calculating graded diagnosis and treatment monitoring indexes by using the data; portraying visiting behaviors and features of different patients by a GainRatioAttributeEva feature selection algorithm and a RIPPER sorting algorithm. According to the method, through evaluating graded diagnosis and treatment by qualitative indexes and quantified indexes, the defects in the current graded diagnosis and treatment evaluating methods that only the quantified indexes exist, the indexes are required to be reported layer upon layer, mis-reporting and confused reporting occur during reporting, and the tracking of reasons behind the indexes is absent are overcome; by using a data mining technology, graded diagnosis and treatment evaluation is more timely and accurate.
Owner:CHENGDU SHULIAN YIKANG TECH CO LTD

Treatment evaluation system and storage medium

The embodiments of the present invention disclose a treatment evaluation system and a storage medium. The system includes a patient management device, a treatment plan development device, a radiotherapy device and a control device which are in communication connection with one another; the control device includes an image update unit, a evaluation change unit and a treatment update unit; the image update unit is used for determining an updated image as a current stage image when monitoring that the image is being updated; the evaluation change unit is used for determining current valuation change values corresponding to treatment evaluation variables according to the current stage image and a current reference image; and the treatment update unit is used for prompting a user to adjust a current treatment plan when the current valuation change values are larger than valuation change threshold values so that the treatment plan development device can determine an adjusted treatment plan and updates the adjusted treatment plan as a current treatment plan. With the treatment evaluation system and the storage medium provided by the technical schemes of the invention adopted, a treatment effect can be evaluated more efficiently and more automatically, and the adjustment of the treatment plan can be promoted, and therefore, the efficiency of radiation therapy can be enhanced.
Owner:SHANGHAI UNITED IMAGING HEALTHCARE

Spirit inhibition medicine recommendation method and system based on mental disorder subtype classification

The invention belongs to the technical field of medicines, and particularly relates to a spirit inhibition medicine recommendation method and system based on mental disorder subtype classification. The technology of artificial intelligence and machine learning is adopted, and data mining and analysis are carried out on data of a mental disorder diagnosis and treatment scale, and classifying the given mental disorder. The method specifically comprises the steps of evaluating double-cluster subtype classification of the data based on the mental disorder quantity table, establishing a post-treatment evaluation prediction model by using the machine learning algorithm and the scale data before treatment, analyzing and recommending the schizophrenia medicine, preliminarily judging each schizophrenia patient and disease, dividing the subtype according to the table grading data and the patient information, respectively executing an evaluation and prediction model for each candidate medicine according to the scale index component data and the basic information of the patient, and taking the medicines which allows entering into an optimal-effect subtype after treatment and/or medicines withthe maximum reduce total value of the scale as recommended medicines. The accurate and objective disease-assisted diagnosis and treatment can be realized, and the curative effect is improved.
Owner:FUDAN UNIV

Traditional Chinese medicine quantitative color discrimination diagnosis technology and traditional Chinese medicine quantitative color discrimination diagnosis method on basis of two-dimensional codes and topological codes

InactiveCN106725314AEase of evaluationRealize 3D structure reconstructionDiagnostic recording/measuringSensorsAutomatic controlSkin color
The invention discloses a traditional Chinese medicine quantitative color discrimination diagnosis technology and a traditional Chinese medicine quantitative color discrimination diagnosis method on the basis of two-dimensional codes and topological codes. Color discrimination information can be quantitatively diagnosed by the aid of the traditional Chinese medicine quantitative color discrimination diagnosis technology and the traditional Chinese medicine quantitative color discrimination diagnosis method in traditional Chinese medicine diagnosis procedures. The traditional Chinese medicine quantitative color discrimination diagnosis technology and the traditional Chinese medicine quantitative color discrimination diagnosis method include that 1, colors are digitally and quantitatively discriminated by means of tongue observation diagnosis, face observation diagnosis and skin color observation diagnosis; 2, colors shown at interventional treatment locations are digitally and quantitatively discriminated; 3, color observation diagnosis is carried out, and the colors shown at the interventional locations are dynamically diagnosed and analyzed; 4, change of the shown colors is digitally acquired, and coding technologies and remote transmission technologies are implemented; 5, devices include a special image acquisition and analysis device, an automatic control system and an image real-time recognition and analysis system on an acquisition side and are applicable to quantifiable medical diagnosis and treatment evaluation systems. The traditional Chinese medicine quantitative color discrimination diagnosis technology and the traditional Chinese medicine quantitative color discrimination diagnosis method have the advantages that quantitative information can be coded to obtain the two-dimensional codes and the topological codes, the codes can be scanned on user sides, doctor sides and guardian sides by the aid of mobile phones, accordingly, remote multi-side data exchange functions can be implemented, corresponding matched intervention devices can be quantitatively fed, and observation diagnosis information can be wirelessly transmitted and remotely reconstructed.
Owner:牛欣 +2

System, method and software arrangement for analyzing and correlating molecular profiles associated with anatomical structures

InactiveUS20090030618A1Accurate detection and diagnosisMagnetic measurementsBiological testingAnatomical structuresMetabolite
A system, method and software arrangement according to exemplary embodiments of the present invention are provided which can use molecular profiles obtained from unaltered human tissue specimens for clinical purposes including disease diagnoses and treatment evaluations. For example, spatial distributions of chemical species including metabolites within the tissue may be obtained using radiological techniques such as magnetic resonance spectroscopy imaging. Disease-specific profiles may be obtained by comparing the distributions of chemical species obtained in ex vivo tissues with pathological observations made on them using statistical analysis. The disease-specific profiles may then be correlated with in vivo or ex vivo molecular profiles to obtain spatial maps that can provide a more sensitive and accurate detection of diseased tissue. Thus, such exemplary systems, methods and software arrangements can include the ability to receive information relating to the distribution of at least three chemical species in the tissue of interest, compare this information statistically to a predetermined profile and, based on the statistical correlation between the information and the profile, determine certain characteristics of the tissue of interest such as, e.g., the presence or absence of diseased tissue.
Owner:THE GENERAL HOSPITAL CORP

In-vivo enrichment device for circulating tumor cells

The invention provides an in-vivo enrichment device for circulating tumor cells. The in-vivo enrichment device comprises a catheter body capable of puncturing to a central vein through a peripheral vein, a plurality of sieve holes are formed in the catheter wall of the catheter body, the catheter body is filled with trapped particles of targeting circulating tumor cells, and a blind end is arranged at the front end of the catheter body. According to the in-vivo enrichment device for the circulating tumor cells, the inside of the catheter body is filled with assembling hydrophilic medicine or trapped particles of a specific antibody, the sieve holes are formed in the pipe wall of the catheter body, CTC in blood is continuously combined on the trapped particles inside the catheter body through specific targeting accordingly, and efficient and high-quality trapping of the CTC in blood is achieved; the in-vivo enrichment device has the advantages that the enrichment device is used in vivo, efficient trapping is achieved, and clinical application is convenient; the in-vivo enrichment device can provide molecular-gene diagnosis information based on the CTC for early diagnosis, targeting therapy, recurrence and metastasis detection, treatment evaluation and the like of tumor, and has quite-broad application prospects.
Owner:HUADONG HOSPITAL

Method for producing paper-based microfluidic chip based on controllability of inkjet printing technology and used for quantitative detection of glucose

The invention discloses a method for producing a paper-based microfluidic chip based on the controllability of an inkjet printing technology and used for quantitative detection of glucose. Since the inkjet printing technology has the characteristics of capacity of precisely controlling ink droplet volumes, high repeatability, flexibility in pattern design and the like, a paper-based microfluidic chip technology is easy to process and is minisized and portable, and glucose oxidase has the characteristic of capacity of specifically catalyzing the reaction of glucose, a GOx-HRP-TMB-H2O2 double-enzyme color development system is controllably integrated on a paper chip via an inkjet printer for a reaction through the combined usage of the inkjet printing technology, the paper-based microfluidicchip technology and the glucose oxidase. After color development, the inkjet printer is used for scanning imaging, and then grayscale analysis and data processing are performed by software such as Adobe Photoshop CS6 and Image J 2X; so a novel, fast, accurate and highly-sensitive method for quantitative detection of glucose is established and is applied to quantitative determination of glucose inthe human serum. The method of the invention has important practical significance to clinical medical diagnosis, treatment evaluation, prognosis judgment and the like of diabetes.
Owner:FUJIAN MEDICAL UNIV

Composite disease clinical path construction method and system based on transfer learning

The invention relates to a composite disease clinical path construction method and system based on transfer learning. The method comprises the following steps: acquiring multi-source heterogeneous medical data of a composite disease generated by a non-clinical path; structuring the data according to ICD classification to form a first data set; performing feature extraction and clustering on the first data set according to the sign information, the medical staging, the diagnosis information and the treatment evaluation to form a second data set; randomly extracting data sets of two disease types from the second data set, training a time domain convolutional neural network to learn one disease type data set, and adjusting the time domain convolutional neural network through MMD to be used for transfer learning of the other disease type data set; and finally, fusing according to an output result to obtain a composite disease clinical path. By simplifying the data set and integrating the data set with the time domain convolutional neural network and the generative adversarial neural network, the performance and interpretability of a composite disease clinical path structure are improved, and gradient explosion is avoided.
Owner:THE SECOND AFFILIATED HOSPITAL TO NANCHANG UNIV

Medical image recognition system and recognition method based on artificial intelligence

The invention belongs to the field of medical images, relates to an image recognition technology, and is used for solving the problem of low recognition precision caused by the fact that an existing medical image recognition system recognizes medical images obtained through scanning of different parameters by adopting a unified standard, in particular to a medical image recognition system and recognition method based on artificial intelligence. Comprising an image acquisition module, an image detection module, a normalization processing module and a treatment evaluation module, the image acquisition module, the image detection module, the normalization processing module and the treatment evaluation module are connected in sequence; according to the invention, the image detection module detects the resolution of the collected medical image and obtains the display coefficient, and the scanning effect of the CT scanner is judged through the numerical value of the display coefficient, so that the image with the unqualified resolution is removed from a batch of sample images, the recognition process of the medical image with the unqualified resolution is saved, and the recognition efficiency of the medical image with the unqualified resolution is improved. And re-scanning the image with the unqualified resolution.
Owner:郏县人民医院
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