Multiparametric MRI-based habitat analysis integrating deep learning and radiomics for predicting preoperative Ki-67 expression level in breast cancer.

Abstract

Authors

• Yuqian Wang
  Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, 510080, China.
• Yue Zhang
  Department of Ophthalmology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
• Zaiyi Liu
  Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.
• Yiming Xiong
  Longgang District Maternity & Child Healthcare Hospital of Shenzhen City, Longgang Maternity and Child Institute of Shantou University Medical College, Shenzhen, 518172, China.
• Mifang Li
  Department of Medical Imaging, The Third Affiliated Hospital, Southern Medical University, Guangzhou, China.
• Lingyan Zhang
  Department of Medical Imaging, The Third Affiliated Hospital, Southern Medical University, Guangzhou, China.
• Zhenwei Shi
  Department of Radiation Oncology (MAASTRO), GROW - School for Oncology and Development Biology, Maastricht University Medical Centre+, Maastricht, 6229 ET, The Netherlands.

Keywords

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