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341 results about "Nodulations" patented technology

Annealing furnace roller surface peening coating and method for making same

The invention relates to a strengthening coating of the surface of an annealing furnace roller and a preparation method thereof. The preparation of the strengthening coating on the surface of a roller base is performed by a selected hot-spray method. The strengthening coating comprises a bonded coating, a working coating and a transition coating between the bonded coating and the working coating. The proportion of alloy and ceramic in every coating is changed according to gradient, which means that the proportion of alloy is decreased gradually from inner to outer in every coating; while the proportion of ceramic is increased gradually and at last a gradient coating is formed. The invention not only ensures the working coating to have good antioxidation, abrasion resisting and anti- nodulation performances, but also improves the binding performance of strengthening coating and the roller base and improves the cohesion binding performance of the coating inner. Under the function of the strengthening coating of the annealing furnace roller surface made by the method of the invention, the service life of the furnace roller can be prolonged and the using cost and repairing cost can be decreased.
Owner:常州杰耐机械有限公司

Automatic detection of growing nodules

A system and method for detecting a growing nodule in multi-slice data detects a nodule candidate in a later scan, and matches a location of the nodule candidate in the later scan to a location in an earlier scan, wherein the earlier and later scans are of the same patient. The system and method segments the nodule candidate in the earlier and later scans, compares volumes from each segmentation, and determines a nodule, wherein the nodule is determined to be larger or newly appeared in the later scan as compared to the earlier scan.
Owner:SIEMENS MEDICAL SOLUTIONS USA INC

Dynamic ultrasonic breast nodule real-time segmentation and recognition method based on deep learning

The invention relates to the technical field of medical image processing, and aims to provide a dynamic ultrasonic breast nodule real-time segmentation and recognition method based on deep learning. The method comprises the following steps: collecting ultrasonic mammary gland images and videos with nodules and case data with operative pathology results, constructing a data set, constructing a static image nodule segmentation network, and training the static image nodule segmentation model on an original image; predicting an intermediate frame nodule probability by using an LSTM layer, constructing a video dynamic segmentation network, and training a dynamic segmentation model; constructing a benign and malignant identification network structure by using a basic network, and training a benign and malignant identification model; and outputting nodule position information in real time, using the benign and malignant recognition model for recognizing benign and malignant nodules of each frame, and outputting the number of output nodules and the comprehensive benign and malignant probability after examination is finished. Information incompleteness of a single image can be avoided, error detection is reduced, missing small nodules are reduced, and the nodule benign and malignant identification accuracy is improved.
Owner:ZHEJIANG DE IMAGE SOLUTIONS CO LTD

Pulmonary nodule morphological classification method based on neural network

InactiveCN110766051ARich spatial featuresCandidate nodules are comprehensive and reliableImage enhancementImage analysisPulmonary noduleRadiology
The invention discloses a pulmonary nodule morphological classification method based on a neural network. The pulmonary nodule morphological classification method comprises the following steps of 1, data preparation; wherein in the stage, data is imported from a hospital data system, and pulmonary nodules to be classified are calibrated; 2, data preprocessing: preprocessing the data at the stage,mainly including preprocessing of an original CT image and interception of a nodule region; 3, constructing a multi-scale three-dimensional residual network model, and training the model by using theacquired data and a calibration result; 4, repeating the step 3, and constructing and training various morphological classification models; and 5, classifying the pulmonary nodules automatically detected by the detection task by using the models trained in the steps 3 and 4, and outputting pulmonary nodule morphological characteristic information predicted by the model. According to the method, three scales of nodules are intercepted to serve as input of a network of corresponding scale residuals, depth features of the nodules of the three scales are extracted, and finally a final classification result is obtained through fusion and integration of three models.
Owner:WEST CHINA HOSPITAL SICHUAN UNIV +2

ITO film sputtering target material cleaning method

The invention discloses an ITO film sputtering target material cleaning method comprising the following steps: 1, using a deduster to thoroughly remove large particles; 2, using a sand paper of a corresponding mesh number to grind a target material sputtering surface, a grinding direction complies with a track direction formed on the target material sputtering surface, thus removing oxide and impurity of the sputtering surface; 3, using the deduster to thoroughly remove particles and dusts generated by the sand paper grinding the target material sputtering surface; 4, using a dust-free cloth to dip a little alcohol so as to clean the target material sputtering surface, thus removing the remaining dusts; 5, repeating the step 4 until the surface of the dust-free cloth only has slight color changes. The said steps can effectively remove the oxide, impurity and dusts on the target material sputtering surface, thus reducing target material surface nodulation in ITO film production, reducing target material cleaning frequency, improving production efficiency, improving target material utilization rate, and reducing production cost.
Owner:SHANDONG JINDING ELECTRONICS MATERIALS CO LTD

Genetic manipulation of isoflavonoids

Soybean and Medicago truncatula CYP93C genes have been isolated which encode a cytochrome P450 that can catalyze the aryl migration of a flavanone to yield an isoflavanone intermediate or an isoflavone. Plants can now be genetically engineered to produce isoflavones that provide potential human health benefits and increase disease resistance in plants. Isoflavones can now be produced in transgenic plants species in which isoflavones do not naturally occur, i.e., in species other than legumes. Alternatively, introducing infection-inducible isoflavonoid biosynthesis into non-legumes qualitatively complements these plants phytoalexin defenses against microbial pathogens, whereas over-expression of the isoflavonoid pathway in legumes quantitatively increases this defense response. Finally, modifying the extend of production of isoflavonoids in legume roots positively impacts nodulation efficiency and therefore plant yield.
Owner:SAMUEL ROBERTS NOBLE FOUND

Steel-ladle diffusion ring gas-permeable upper nozzle seat brick and argon blowing metallurgy method thereof

The invention relates to a steel-ladle gas-permeable upper nozzle seat brick. The steel-ladle gas-permeable upper nozzle seat brick comprises an upper nozzle seat brick body, a diffusion type gas-permeable ring, a gas chamber box and a gas inlet pipe, wherein a steel flowing hole, a connecting hole and an upper nozzle installing hole which vertically penetrate are formed in the middle of the steel-ladle upper nozzle seat brick body. In the continuous-casting steel-ladle pouring process, argon is blown in the whole process, and the flow rate of argon is automatically adjusted according to changes of net weight of molten steel in a steel ladle; the argon permeates through the diffusion type gas-permeable ring to form tiny argon bubbles, most of the argon bubbles move upwards to form an annular gas curtain barrier around the steel-ladle upper nozzle, and the molten steel to be fed into the steel-ladle upper nozzle is subjected to gas washing; and a stable and continuous annular gas flow is formed in the upper nozzle for preventing nodulation of the upper nozzle, and at the later stage of the steel ladle pouring, the steel-ladle lower slag caused by a conflux vortex and a discharge pitcan be effectively inhibited. By means of the steel-ladle gas-permeable upper nozzle seat brick, compared with the prior art, the pouring margin of the molten steel in the steel ladle can be reducedby 36% or above, and the weight of electrolytic inclusions of a continuous casting blank sample is reduced by 35% or above.
Owner:SHANDONG IRON & STEEL CO LTD
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