Radiologist-like artificial intelligence for grade group prediction of radical prostatectomy for reducing upgrading and downgrading from biopsy
Lizhi Shao, Ye Yan, Zhenyu Liu, Xiongjun Ye, Haizhui Xia, Xuehua Zhu, Yuting Zhang, Zhiying Zhang, Huiying Chen, Wei He, Cheng Liu, Min Lu, Yi Huang, Lulin Ma, Kai Sun, Xuezhi Zhou, Guanyu Yang, Jian Lü, Jie Tian
Abstract
DRL using MRI can be applied to the prediction of patient-level RP GGs to reduce upgrading and downgrading from biopsy, potentially improving the clinical benefits of prostate cancer oncologic controls.
Topics & Concepts
ProstatectomyUrologyMedicineBiopsyNeedle biopsyRadiologySurgeryProstate cancerInternal medicineCancerRadiomics and Machine Learning in Medical ImagingAI in cancer detectionProstate Cancer Diagnosis and Treatment