MRI Radiomics and Automated Habitat Analysis Enhance Machine Learning Prediction of Bone Metastasis and High-Grade Gleason Scores in Prostate Cancer.

Abstract

Authors

• Yuling Yang
  Department of Medical Imaging, Zhongshan Hospital of Traditional Chinese Medicine, Guangdong 528400, China (Y.Y., R.L., R.Y., Q.C., Y.G., S.Y.).
• Bowen Zheng
  Department of Mechanical Engineering, University of California, Berkeley, CA, 94720, USA.
• Bin Zou
  Department of Applied Linguistics, Xi'an Jiaotong-Liverpool University, Suzhou, China.
• Renyi Liu
  Department of Radiology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong Province, China.
• Rongqiang Yang
  Department of Medical Imaging, Zhongshan Hospital of Traditional Chinese Medicine, Guangdong 528400, China (Y.Y., R.L., R.Y., Q.C., Y.G., S.Y.).
• Qifeng Chen
  Department of Medical Imaging, Zhongshan Hospital of Traditional Chinese Medicine, Guangdong 528400, China (Y.Y., R.L., R.Y., Q.C., Y.G., S.Y.).
• Yongfei Guo
  Department of Medical Imaging, Zhongshan Hospital of Traditional Chinese Medicine, Guangdong 528400, China (Y.Y., R.L., R.Y., Q.C., Y.G., S.Y.).
• Shuiquan Yu
  Department of Medical Imaging, Zhongshan Hospital of Traditional Chinese Medicine, Guangdong 528400, China (Y.Y., R.L., R.Y., Q.C., Y.G., S.Y.).
• Biwei Chen
  Reception room of the Medical Department & The Doctor-Patient Relations Department, Zhongshan Hospital of Traditional Chinese Medicine, Guangdong 528400, China (B.C.). Electronic address: sky_kiki@126.com.

Keywords

No keywords available for this article.

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