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Start Over Author "Ze‐Jiang Zhan" Journal iscience
1 results on '"Ze‐Jiang Zhan"'

1. A deep learning-based semiautomated workflow for triaging follow-up MR scans in treated nasopharyngeal carcinoma

Author

Ying-Ying Huang, Yi-Shu Deng, Yang Liu, Meng-Yun Qiang, Wen-Ze Qiu, Wei-Xiong Xia, Bing-Zhong Jing, Chen-Yang Feng, Hao-Hua Chen, Xun Cao, Jia-Yu Zhou, Hao-Yang Huang, Ze-Jiang Zhan, Ying Deng, Lin-Quan Tang, Hai-Qiang Mai, Ying Sun, Chuan-Miao Xie, Xiang Guo, Liang-Ru Ke, Xing Lv, and Chao-Feng Li

Subjects
Health technology, Applied computing, Science
Abstract

Summary: It is imperative to optimally utilize virtues and obviate defects of fully automated analysis and expert knowledge in new paradigms of healthcare. We present a deep learning-based semiautomated workflow (RAINMAN) with 12,809 follow-up scans among 2,172 patients with treated nasopharyngeal carcinoma from three centers (ChiCTR.org.cn, Chi-CTR2200056595). A boost of diagnostic performance and reduced workload was observed in RAINMAN compared with the original manual interpretations (internal vs. external: sensitivity, 2.5% [p = 0.500] vs. 3.2% [p = 0.031]; specificity, 2.9% [p

Published
2023
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