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56results about How to "Diagnosis helps" patented technology

Overheating fault diagnosis method of transformer

The invention relates to an overheating fault diagnosis method of a transformer. The method comprises steps of calculating basic probability distribution functions of all kinds of faults on the evidence of codeless four ratios and characteristic gas by use of a posterior probability SVM; and then according to evidence theory definition, calculating fusion results of all kinds of the results under combined effects of multi-evidence bodies for belief functions of different evidence bodies. A probability estimation module is introduced in a 'one versus one' multiclass SVM by use of a pair-wise coupling algorithm, so defects of limitations on following data processing imposed by hard decision output when a traditional SVM is solving multiclass problems are overcome and an SVM probability output problem is effectively solved. According to the invention, by fully using redundant and complementation information of chromatographic data and electric test data and applying the D-S evidence theory, correction and reliability of comprehensive diagnosis results based on multi-default characteristics are greatly improved than the diagnosis based on single-default characteristics, which facilitates diagnosis of fault types of the transformer and has practical significance for formulation of maintenance strategies of the transformer.
Owner:STATE GRID CORP OF CHINA +3

Plasma exosome tRFs marker and application thereof to breast cancer diagnosis

The invention discloses a plasma exosome tRFs marker and an application thereof to breast cancer diagnosis. The marker is an exosome-derived tRF-Ser-AGA-018. The application of the marker includes theoperating steps: A building a unified specimen bank and a database, acquiring blood samples and tissue samples conforming to standards by standard operating procedures, and systematically collectingcomplete clinical data of included crowds; B analyzing tumor-induced exosome-derived tRFs disparity expression spectra in blood, selecting plasma samples of breast cancer cases and healthy persons, breast cancer tissues and para-carcinoma tissues, extracting exosomes, sequencing tRFs and tiRNA and screening out differentially expressed tRFs; C performing QRT-PCR (quantitative reverse transcriptionpolymerase chain reaction) analysis on the screened differentially expressed tRFs in large sample crowds. The tumor-induced exosome tRFs in the blood is a novel biomarker which realizes stability, minimal invasiveness and real-time monitoring, the sensitivity and the specificity of disease diagnosis are greatly improved, and successful development of the non-coding RNA (ribonucleic acid) biomarker is beneficial to breast cancer diagnosis.
Owner:THE AFFILIATED HOSPITAL OF GUIZHOU MEDICAL UNIV
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