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

53 results about "Soft tissue sarcoma" patented technology

Soft tissue sarcoma is a type of cancer that begins in the soft tissues of your body.

Soft tissue sarcoma grade judgment method based on machine learning

The invention provides a soft tissue sarcoma grade judgment method based on machine learning. The method comprises the steps of carrying out the typical feature extraction of a soft tissue sarcoma image, obtaining the typical features of the soft tissue sarcoma images of all patients in a sampling sample, forming a sample data set, carrying out the preprocessing of the sample data set, dividing the preprocessed sample data set into a test set and a training set, based on the generated training set, constructing machine learning models by adopting different machine learning algorithms respectively and training the machine learning models, and substituting the generated test set into the plurality of constructed machine learning models respectively for calculation to obtain a predicted valuecalculated by each machine learning model, calculating the difference between the predicted value and a true value, and selecting the machine learning model with the minimum difference as a soft tissue sarcoma grade judgment model. Excellent experience of doctors and experts can be accumulated so as to be conveniently copied to other small cities and small hospitals to be popularized and used, the diagnosis accuracy is improved, and then the cure rate of patients is increased.
Owner:THE AFFILIATED HOSPITAL OF QINGDAO UNIV +1

Sarcoma radiotherapy resistance-related diagnostic marker and application

The invention belongs to the field of molecular biology, and particularly relates to a sarcoma radiotherapy resistance-related diagnostic marker and application. According to application of IF18B as asarcoma biomarker, the IF18B is highly expressed in sarcoma tissue, and tumor cell radiotherapy sensitivity can be improved by inhibiting kinesin family member 18B (KIF18B) expression. According to asarcoma detection product, the sarcoma detection product includes a reagent for detecting KIF18B expression, and is a product used for sarcoma diagnosis, radiotherapy means therapeutic effect evaluation and prognosis judgment. According to the diagnostic marker, genes significantly differential in carcinoma and para-carcinoma tissues in all sarcoma subtypes are widely screened, and are intersected with differentially expressed genes (DEGs) in carcinoma and para-carcinoma tissues of soft tissue sarcoma in a The Cancer Genome Atlas (TCGA) database, and it is the first time to discover that thegenes can be used as targets in all subtypes of sarcomas so as to improve huge differences of treatment schemes for patients with different subtypes of sarcomas at present; and the radiotherapy resistance-related gene KIF18B is obtained by further screening, which proves that the radiotherapy sensitivity of sarcoma cells can be enhanced by inhibiting the KIF18B, and the KIF18B can be used as a specific target for sarcoma radiotherapy. According to the diagnostic marker, by taking the KIF18 as the biomarker and with a targeting therapy, a new thought is provided for sarcoma treatment, and detection indexes are also provided for radiotherapy means therapeutic effect evaluation and prognosis judgment, and the diagnostic marker has important clinical application value.
Owner:中国医科大学
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products