Exploring the feasibility of FOCUS DWI with deep learning reconstruction for breast cancer diagnosis: A comparative study with conventional DWI.

Journal: PloS one
PMID:

Abstract

PURPOSE: This study compared field-of-view (FOV) optimized and constrained undistorted single-shot diffusion-weighted imaging (FOCUS DWI) with deep-learning-based reconstruction (DLR) to conventional DWI for breast imaging.

Authors

  • Yue Ming
    Beijing Key Laboratory of Work Safety and Intelligent Monitoring, School of Electronic Engineering, Beijing University of Posts and Telecommunications, Beijing, China.
  • Fan Yang
    School of Electrical Engineering and Automation, Jiangsu Normal University, Xuzhou, China.
  • Yitian Xiao
    Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
  • Shuting Yue
    Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
  • Pengfei Peng
    Department of Radiology, West China Hospital of Sichuan University, Chengdu, Sichuan, China.
  • Xun Yue
    Department of Radiology, West China Hospital of Sichuan University, Chengdu, Sichuan, China.
  • Qian Pu
    Department of Radiology, West China Hospital of Sichuan University, Chengdu, Sichuan, China.
  • Huiyi Yang
    Department of Pharmaceutical Engineering, Faculty of Chemical Engineering and Light Industry, Guangdong University of Technology, Guangzhou 510006, People's Republic of China. Electronic address: iyiuhgnay@163.com.
  • Huilou Liang
    GE HealthCare MR Research, Beijing, China.
  • Bo Zhang
    Department of Clinical Pharmacology, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310006, PR China.
  • Juan Huang
    State Key Laboratory of Medicinal Chemical Biology, Tianjin Key Laboratory of Biosensing and Molecular Recognition, Nankai University, Tianjin 300071, PR China.
  • Jiayu Sun
    Department of Radiology, West China Hospital of Sichuan University, Chengdu, Sichuan, China.