Whole-course supervision system and method for soft tissue tumor informatization pathology auxiliary diagnosis

Abstract

The invention belongs to the field of tumor information processing, and provides a whole-course supervision system and method for soft tissue tumor informatization pathology auxiliary diagnosis. The system comprises: a clinical data management platform in which clinical data of soft tissue tumors and expression profiles or/and characteristic spectra of different types of soft tissue tumors at different levels are pre-stored; a pathological diagnosis data platform which is used for receiving clinical data, pathological histological images, immunohistochemical results and molecular genetics results of patients to form expression profiles or/and characteristic spectra of different levels, comparing the expression profiles or/and characteristic spectra with the expression profiles or/and characteristic spectra of corresponding levels in the clinical data management platform, determining the same tumor type determined at different levels as a final pathological diagnosis type, and generating a standardized diagnosis report; and a prognosis data information platform which is used for evaluating prognosis risk factors and feeding back the prognosis risk factors to the pathological diagnosis data platform, establishing a clinical prediction model, evaluating the survival rate, regularly prompting follow-up visit patient time and content, and recording follow-up visit information.

Description

technical field [0001] The invention belongs to the field of tumor information processing, and in particular relates to a whole-process monitoring system and method for information-based pathological auxiliary diagnosis of soft tissue tumors. Background technique [0002] The statements in this section merely provide background information related to the present invention and do not necessarily constitute prior art. [0003] The development of information technology has promoted the transformation of medicine from traditional models to precision medicine and information-based intelligent medicine. Individualized diagnosis and treatment have become the core link of disease prevention and treatment. The gold standard of disease diagnosis is pathological diagnosis, which has also changed from histological model to a comprehensive integrated diagnostic model based on immunohistochemistry and molecular pathology. The emerging new disease types and molecular biological characteris...

AI Technical Summary

Problems solved by technology

The inventor found that although artificial intelligence is playing a huge role in image segmentation and recognition, soft tissue tumor images often have small differences, and it is difficult to give full play to the advantages of image recognition. Therefore, it is urgent to design a feasible soft tissue tumor pathological diagnosis and whole process management software. solved problem

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