Fingerprint The fingerprint is based on mining the text of the scientific documents related to the associated persons. Based on that an index of weighted terms is created, which defines the key subjects of research unit

Breast Medicine & Life Sciences
Breast Neoplasms Medicine & Life Sciences
Mammography Medicine & Life Sciences
Magnetic Resonance Imaging Medicine & Life Sciences
Neoplasms Medicine & Life Sciences
Ultrasonography Medicine & Life Sciences
Information Systems Medicine & Life Sciences
Intraductal Papilloma Medicine & Life Sciences

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No photo of Peifang Liu

Research Output 2004 2019

2 Citations (Scopus)

Breast Cancer Molecular Subtype Prediction by Mammographic Radiomic Features

Ma, W., Zhao, Y., Ji, Y., Guo, X., Jian, X., Liu, P. & Wu, S., Feb 1 2019, In : Academic radiology. 26, 2, p. 196-201 6 p.

Research output: Contribution to journalArticle

Breast Neoplasms
ROC Curve
Retrospective Studies
human ERBB2 protein
Machine Learning
4 Citations (Scopus)

Association between enhancement patterns and parameters of contrast-enhanced ultrasound and microvessel distribution in breast cancer

Li, X., Li, Y., Zhu, Y., Fu, L. & Liu, P., Apr 1 2018, In : Oncology Letters. 15, 4, p. 5643-5649 7 p.

Research output: Contribution to journalArticle

Breast Neoplasms
Large-Core Needle Biopsy
1 Citation (Scopus)

Breast cancer Ki67 expression prediction by DCE-MRI radiomics features

Ma, W., Ji, Y., Qi, L., Guo, X., Jian, X. & Liu, P., Oct 1 2018, In : Clinical Radiology. 73, 10, p. 909.e1-909.e5

Research output: Contribution to journalArticle

Magnetic Resonance Imaging
Breast Neoplasms
Area Under Curve
Sensitivity and Specificity
Research Ethics Committees