Research progress of artificial intelligence in imaging diagnosis and treatment of breast cancer
Breast cancer is one of the most common cancers worldwide and the leading cause of cancer death in women.In recent years,with the rapid improvement of computer performance,artificial intelligence shines in various fields,and artificial intelligence deep learning with automatic image analysis ability has also attracted more and more attention in the medical field,medical institutions have begun to pay attention to the collection of medical data,especially the accumulation of a large number of medical image data.At present,there are three conventional imaging methods for breast diseases:mammography,breast ultrasound and breast MRI.Artificial intelligence combined with breast imaging offers unprecedented opportunities for the diagnosis and treatment of breast cancer.This paper reviews the combination of artificial intelligence and breast image data in the diagnosis,treatment and prognosis prediction of breast cancer,hoping that artificial intelligence can be more widely and maturely applied to the imaging diagnosis and treatment of breast cancer,so as to provide ideas for promoting the transformation and application of precision medicine for breast cancer from theory to clinical practice by combining artificial intelligence with breast image data.
万方数据
维普
