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75 results about "Renal clear cell carcinoma" patented technology

Artificial intelligence pathological diagnosis method for renal clear cell carcinoma based on deep learning

PendingCN111554381ASolve the problem of uneven pathological diagnosisEffectively predict survival prognosisImage enhancementImage analysisMicroscopic imageRenal clear cell carcinoma
The invention relates to an artificial intelligence pathological diagnosis method for renal clear cell carcinoma based on deep learning. The method comprises the following steps: S1, data acquisition;S2, pathological microscopic image processing; S3, modular image feature information extraction; S4, machine deep learning and diagnosis model construction; S5, diagnosis efficiency verification of the artificial intelligence diagnosis model: taking the artificial intelligence diagnosis model constructed by the image data in the training set as a diagnosis classifier, inputting the feature information data extracted by the test set for prediction, and evaluating the diagnosis efficiency of the artificial intelligence diagnosis model through a subject working feature curve; and S6, predictionefficiency research of survival prognosis of patients with renal clear cell carcinoma. The invention further provides a renal clear cell carcinoma artificial intelligence pathological diagnosis modelbased on deep learning. The method can effectively predict the survival prognosis of patients with renal clear cell carcinoma, can achieve the effect that cannot be achieved by traditional film reading diagnosis of pathologists, and can provide effective guidance opinions for judging whether the patients with renal clear cell carcinoma continue to be treated or not after operations.
Owner:SHANGHAI FIRST PEOPLES HOSPITAL

Separation and culture method of mouse kidney clear cell carcinoma circulating tumor cell line and human kidney clear cell carcinoma circulating tumor cells

ActiveCN111321120AThe method of isolation and culture is simpleEasy to operateCell culture active agentsTumor/cancer cellsRenal clear cell carcinomaOncology
The invention discloses a separation and culture method of a mouse kidney clear cell carcinoma circulating tumor cell line and kidney clear cell carcinoma circulating tumor cells, and relates to the technical field of separation and culture of tumor cells. The mouse kidney clear cell carcinoma circulating tumor cell line is circulating tumor cells of an in-situ kidney cancer NOD/SCID mouse. The separation and culture method of the circulating tumor cells mainly comprises the following steps of: firstly, infecting a human kidney clear cell carcinoma cell line 786-O with viruses, so that the human kidney clear cell carcinoma cell line is stably converted into green fluorescent protein and has Puromycin resistance, and culturing the cell line; and then establishing a mouse model, collecting peripheral blood of the mouse, and culturing and separating the peripheral blood to obtain the kidney cancer circulating tumor cells. The separation and culture method disclosed by the invention is simple and easy to operate, and the circulating tumor cells obtained by separation can be subjected to normal leaflet culture and can be widely applied to clinical research.
Owner:SECOND AFFILIATED HOSPITAL OF COLLEGE OF MEDICINEOF XIAN JIAOTONG UNIV
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