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411 results about "Pancreatic cancer cell" patented technology

Pancreatic cancer is a disease in which malignant (cancerous) cells form in the tissues of the pancreas. The pancreas is a gland located behind the stomach and in front of the spine. ... Cells called exocrine pancreas cells produce the digestive juices, while cells called endocrine pancreas cells produce the hormones. The majority of pancreatic cancers start in the exocrine cells.

Pancreatic cancer pathological image classification method based on self-attention feature fusion

The invention provides a pancreatic cancer pathological image classification method based on self-attention feature fusion, and the method comprises the steps: firstly, employing a convolutional neural network model to extract the features of an input image, and carrying out the feature embedding of a feature map outputted by the final stage of the convolutional neural network model; secondly, feature maps output by the convolutional neural network model at different stages are subjected to attention analysis to obtain attention guidance information; then, a Transform model based on self-attention feature modeling and a self-attention feature fusion network model are constructed; and finally, training the self-attention feature fusion network model for multiple rounds, measuring and determining the model corresponding to the round with the optimal result by using the pathological image of the verification set, thereby constructing a pancreatic cell cancerization classification diagnosis system, and judging whether the pancreatic cell pathological image is a pancreatic cancer cell image or a normal cell image through the system. According to the invention, global modeling is carried out on the convolutional neural network features by applying a self-attention technology and an attention analysis mechanism so as to realize high-precision rapid on-site evaluation of pancreatic cancer.
Owner:BEIHANG UNIV +1

Pancreatic cancer cell line with lymphatic channel high migration activity

The invention belongs to the field of microorganism animal cell lines, and particularly relates to a pancreatic cancer cell line with lymphatic channel high migration activity. According to the pancreatic cancer cell line with the lymphatic channel high migration activity, a human pancreatic cancer BxPC-3 cell line is adopted as source cells, by means of a nude mouse palmula subcutaneous vaccinization method, lymphatic metastasis oncocyte sunlines with different migration potentialities are separated from matrilineal BxPC-3 cells, a pancreatic cancer cell line BxPC-3-LN with the lymphatic channel high migration activity is screened out through experiments inside and outside human bodies, a storage number is CGMCC NO.5421, and the storage date is October 28th, 2011. The pancreatic cancer cell line with the lymphatic channel high migration activity is the same as the matrilineal BxPC-3 cells in the genetic background, is characterized by being strong in invasiveness, high in migration efficiency and concentrated in migration, provides a suitable experimental platform for research on pancreatic cancer migration mechanism and the screening of antineoplastic drugs, and has very important significance and wide application prospects.
Owner:FUDAN UNIV SHANGHAI CANCER CENT
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