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60 results about "Gastrointestinal tissue" patented technology

In the gastrointestinal tract, the submucosa is the layer of dense irregular connective tissue or loose connective tissue that supports the mucosa. It also joins the mucosa to the bulk of underlying smooth muscle (fibers running circularly within layer of longitudinal muscle). Blood vessels, lymphatic vessels,...

Gastrointestinal tumor microscopic hyper-spectral image processing method based on convolutional neural network

The invention discloses a gastrointestinal tumor microscopic hyper-spectral image processing method based on a convolutional neural network, comprising the following steps: reducing and de-noising the spectral dimension of an acquired gastrointestinal tissue hyper-spectral training image; constructing a convolutional neural network structure; and inputting obtained hyper-spectral data principal components (namely, a plurality of 2D gray images, which are equivalent to a plurality of feature maps of an input layer) as input images into the constructed convolutional neural network structure using a batch processing method, and by taking a cross entropy function as a loss function and using an error back propagation algorithm, training the parameters in the convolutional neural network and the parameters of a logistic regression layer according to the average loss function in a training batch until the network converges. According to the invention, the dimension of a hyper-spectral image is reduced using a principal component analysis method, enough spectral information and spatial texture information are retained, the complexity of the algorithm is reduced greatly, and the efficiency of the algorithm is improved.
Owner:SHANDONG UNIV

Blue-light luminous capsule capable of being used for killing helicobacter pylori

InactiveCN102512766ASolve the poor killing effectSolve the side effectsLight therapySide effectGastrointestinal tissue
The invention discloses a blue-light luminous capsule capable of being used for killing helicobacter pylori, which comprises a sealed shell. A control circuit board is arranged in the shell and is successively serially connected with a power source, a switch and an LED bulb emitting blue light, at least one portion in the shell is transparent, and accordingly the light emitted from the LED bulb is transmitted outwards. A blue-light bactericidal principle is adopted to realize the purpose of killing the helicobacter pylori of the gastrointestinal tract of a patient. The blue-light luminous capsule has the advantages of small volume, light weight, independent structure and the like, is applicable to realizing blue-light illumination in severe special environments such as gastrointestinal tracts and the like, can be integrally swallowed by the patient in a medicine taking manner, is used for realizing blue-light illumination for the inner wall of the gastrointestinal tract of the patient, kills the helicobacter pylori, is a pollution-free disposable miniature medical instrument, does not cause any wounds on gastrointestinal tissues and other organs of the patient, is fine in sterilization effect and free of poison and side effects, and excellently resolves problems that traditionally orally administrated medicine is poor in helicobacter pylori killing effect and high in side effects.
Owner:代劲

Disposable endoscope linear cutting anastomat

The invention discloses a disposable endoscope linear cutting anastomat. The disposable endoscope linear cutting anastomat comprises an anastomat body, a connecting rod, a nail bin body, a second fixing block and illuminating lamps, wherein a fixed handle is fixed to the lower side of the anastomat body and located on the right side of a movable handle, the movable handle is rotationally connected with the anastomat body, a limiting groove is fixed to the left side of the connecting rod, a sleeve is located between disinfection assemblies, a nail bin body is located on the lower side of the nail abutting base, the right side of the interior of the limiting groove is in threaded connection with an auxiliary clamping assembly, and the illuminating lamps are fixed to the left side of the anastomat body. The disposable endoscope linear cutting anastomat can carry out auxiliary disinfection treatment on cut and sutured wounds, can achieve auxiliary clamping and supporting effects on gastrointestinal tissues, can achieve auxiliary lighting and auxiliary photographing effects through a first auxiliary lighting lamp, a second auxiliary lighting lamp and a small anti-fog camera, and has the advantage of ensuring normal use through a power storage assembly when the electric quantity is insufficient.
Owner:CHANGZHOU ANKANG MEDICAL EQUIP
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