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57 results about "Malignant Neoplastic Disease" patented technology

Breast cancer histopathological type classification method based on generative adversarial network screening image blocks

The invention provides a breast cancer histopathological type classification method based on generative adversarial network screening image blocks, which comprises the following steps: acquiring a breast cancer histopathological type image data set, and further comprises the following steps: preprocessing breast cancer histopathological type images; enabling the generative adversarial network to screen normal regions in the benign image blocks and the malignant image blocks; enabling the generative adversarial network to screen benign regions in the malignant image blocks; and classifying thebreast cancer histopathological images by using a convolutional neural network based on cyclic dense connection. According to the invention, the improved unsupervised generative adversarial network isadopted to learn the data distribution of the normal pathology image and the benign tumor pathology image respectively, so that the benign tumor area and the normal area in the malignant tumor pathology image and the normal area in the benign tumor pathology image can be screened; and the possibility is provided for assisting doctors to diagnose the illness state more accurately and more quicklyto the maximum extent.
Owner:BEIJING UNION UNIVERSITY

A method of preparing a nutriment from a plurality of Chinese herbal medicines capable of being adopted as foods and medicines

The invention relates to a functional food prepared from fresh juice of a plurality of Chinese herbal medicines capable of being adopted as food and medicines, and particularly relates to a method of preparing tea preparations, granules, tablets, capsules and beverages from the fresh juice of a plurality of Chinese herbal medicines capable of being adopted as food and medicines. The functional food is mainly used for nutrition supplementary for weak people susceptible to diseases, post-operation nutrition supplementary, nutrition supplementary after delivery, nutrition supplementary for vital organ functional failure of malignant tumor patients, and nutrition supplementary after radiotherapy and chemotherapy, and belongs to the technical field of healthcare food processing. Aiming at disadvantages of short fresh-keeping time, unstable quality, easy loss of effective components, taking inconvenience, and the like of "five-juice drink" in Item Differentiation of Warm Febrile Diseases wrote by Wu Jutong in the Qing dynasty, a modern preparation product, which maintains the flavor of the normal juice of the juice of the medicines capable of being adopted as food and medicines and has characteristics of long fresh-keeping time, stable quality, well maintained effective components and taking convenience, is developed.
Owner:李亦武

Nasopharyngeal carcinoma positioning segmentation method and system based on image segmentation convolutional neural network

The invention discloses a nasopharyngeal carcinoma positioning segmentation method and system based on an image segmentation convolutional neural network, and the method comprises the steps: obtaining an electronic nose endoscopic image through employing a WLI mode and an NBI mode, inputting the electronic nose endoscopic image into a nasopharyngeal carcinoma diagnosis model based on the image segmentation convolutional neural network, obtaining a malignant tumor region marked by the diagnosis model, and carrying out the positioning segmentation of the nasopharyngeal carcinoma. The diagnosis system can judge the captured image in real time, mark the malignant tumor part in the nasopharyngeal carcinoma image, export the diagnosis result, intuitively judge whether the target lesion is the malignant tumor tissue or not and determine the boundary range of the malignant tumor lesion according to the malignant tumor lesion as long as the lens is focused on the suspicious lesion tissue in the nasopharyngeal cavity. Suspicious diseased regions are quickly selected for biopsy, so that the accuracy of nasopharyngeal carcinoma detection under a nasal endoscope is effectively improved, and the detection rate of biopsy is increased.
Owner:THE FIRST AFFILIATED HOSPITAL OF SUN YAT SEN UNIV +1

Method for assessing cancer radiotherapy and chemotherapy standard conforming degree

The invention discloses a method for assessing a cancer radiotherapy and chemotherapy standard conforming degree. The method includes the following steps: firstly, defining an assessment model of the cancer radiotherapy and chemotherapy standard conforming degree, secondly, formulating executing rules of difference assessment of radiotherapy and chemotherapy operation standards and difference assessment of chemotherapy drug use and radiation dosage use, enabling an assessor to respectively assess whether radiotherapy and chemotherapy processes of a certain patient conform to the radiotherapy and chemotherapy operation standards and chemotherapy drug use and radiation dosage standards or not, then, formulating a multi-level itemizing weighting rule so as to grade a total standard conforming degree of the radiotherapy and chemotherapy processes of the cancer patient, finally, taking corresponding measures on patient diagnosis and treatment based on the score, enabling a therapeutic schedule with the score lower than a veto threshold value and drug use with the score lower than a veto threshold value to be refused, and enabling a therapeutic schedule with the score higher than a standard-conforming threshold value and drug use with the score higher than a standard-conforming threshold value to be accurately submitted and applied. According to the method for assessing the cancer radiotherapy and chemotherapy standard conforming degree, the appearing probability of non-standard operations and non-standard drug use in the cancer radiotherapy and chemotherapy processes can be reduced.
Owner:ZHEJIANG UNIV
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