2 results about "Meningioma" patented technology

The application discloses a double-branch Raio gating graph aggregation multi-modal meningioma segmentation method, belongs to the cross technical field of computer vision and medical image processing, is used for meningioma segmentation, and comprises the following steps: preparing a data set, constructing a deep neural network model, and performing neural network training; inputting the data set into the trained deep neural network model; first inputting a double-branch multi-modal input module to output a multi-modal fusion feature tensor; then inputting the multi-modal fusion feature tensor into a hierarchical Swin Transformer encoder to output three-dimensional segmentation masks of enhanced tumors, tumor cores and whole tumor regions of meningioma. Through double-branch multi-modal input fusion, hierarchical Swin Transformer coding, edge perception modulation and Laplace gating graph aggregation, high-precision three-dimensional segmentation of enhanced tumors, tumor cores and whole tumor regions of meningioma is realized.

The application discloses application of RPL27A gene and / or RPL27A protein in preparation of a meningioma treatment drug. The application provides a new meningioma treatment target, and the RPL27A has a significant anti-meningioma function, can inhibit occurrence, development and metastasis of meningioma, and has wide clinical application value for development of a new meningioma diagnosis marker and a treatment drug.