AI-Powered Radiomics Algorithm Based on Slice Pooling for the Glioma Grading

Guohua Zhao,Panpan Man,Jie Bai,Longfei Li,Peipei Wang,Guan Yang,Lei Shi,Yongcai Tao,Yusong Lin,Jingliang Cheng

IEEE Transactions on Industrial Informatics（2022）

引用 5|浏览29

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摘要

In this article, glioma segmentation in the glioma grading computer-aided diagnosis (CAD) system requires manual delineation from radiologists, adding substantially to their workload. Although automatic segmentation is powerful, it cannot fully delegate power to artificial intelligence. We propose an AI-powered radiomics algorithm based on slice pooling (AI-RASP). AI-RASP generated compress images...

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关键词

Image segmentation,Feature extraction,Radiomics,Image coding,Magnetic resonance imaging,Informatics,Tumors

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