Patient-Level Prediction of Multi-Classification Task at Prostate MRI Based on End-to-End Framework Learning from Diagnostic Logic of Radiologists.

Lizhi Shao,Zhenyu Liu,Ye Yan,Jiangang Liu,Xiongjun Ye,Haizhui Xia,Xuehua Zhu,Yuting Zhang,Zhiying Zhang,Huiying Chen,Wei He,Cheng Liu,Min Lu,Yi Huang,Kai Sun,Xuezhi Zhou,Guanyu Yang,Jian Lu,Jie Tian

IEEE Transactions on Biomedical Engineering（2021）

引用 11|浏览26

关键词

Magnetic resonance imaging,Principal component analysis,Pathology,Lesions,Optimization,Task analysis,Predictive models,Gleason score,prostate cancer,patient-level prediction,joint optimization,MRI,reinforcement learning

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