Peifang Liu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 8

Top Topics

Laplacian Eigenmaps

Empirical Mode Decomposition

Top Venues

Medical Imaging: Computer-Aided Diagnosis

IEEE Trans. Biomed. Circuits Syst.

Publications

Peifang Liu, Xueliang Liu
Complementary expert balanced learning for long-tail cross-modal retrieval. Multim. Syst. 30 (2) (2024)
Heather M. Whitney, Yu Ji, Hui Li, Peifang Liu, Maryellen L. Giger
Effect of different molecular subtype reference standards in AI training: implications for DCE-MRI radiomics of breast cancers. Medical Imaging: Computer-Aided Diagnosis (2022)
Heather M. Whitney, Hui Li, Yu Ji, Peifang Liu, Maryellen L. Giger
Comparison of Breast MRI Tumor Classification Using Human-Engineered Radiomics, Transfer Learning From Deep Convolutional Neural Networks, and Fusion Method. Proc. IEEE 108 (1) (2020)
Li Xiao, Cheng Zhu, Junjun Liu, Chunlong Luo, Peifang Liu, Yi Zhao
Learning from Suspected Target: Bootstrapping Performance for Breast Cancer Detection in Mammography. CoRR (2020)
Rachel Anderson, Hui Li, Yu Ji, Peifang Liu, Maryellen L. Giger
Evaluating deep learning techniques for dynamic contrast-enhanced MRI in the diagnosis of breast cancer. Medical Imaging: Computer-Aided Diagnosis (2019)
Li Xiao, Cheng Zhu, Junjun Liu, Chunlong Luo, Peifang Liu, Yi Zhao
Learning from Suspected Target: Bootstrapping Performance for Breast Cancer Detection in Mammography. MICCAI (6) (2019)
Heather M. Whitney, Yu Ji, Hui Li, Alexandra Edwards, John Papaioannou, Peifang Liu, Maryellen L. Giger
Effect of diversity of patient population and acquisition systems on the use of radiomics and machine learning for classification of 2, 397 breast lesions. Medical Imaging: Computer-Aided Diagnosis (2019)
Qinwei Li, Xia Xiao, Liang Wang, Hang Song, Hayato Kono, Peifang Liu, Hong Lu, Takamaro Kikkawa
Direct Extraction of Tumor Response Based on Ensemble Empirical Mode Decomposition for Image Reconstruction of Early Breast Cancer Detection by UWB. IEEE Trans. Biomed. Circuits Syst. 9 (5) (2015)