Differentiation between invasive ductal carcinoma and ductal carcinoma in situ by combining intratumoral and peritumoral ultrasound radiomics
The ultrasound-based radiomics model that combined intratumoral and peritumoral features exhibits good ability to distinguish between IDC and DCIS. The selection of peritumoral range size exerts an important effect on the prediction performance of the radiomics model.
Authors
- Liugang Gao (ORCID: https://orcid.org/0000-0002-3346-5299)
- Jiawei Sun (ORCID: https://orcid.org/0000-0003-1474-8573)
- Xinye Ni (ORCID: https://orcid.org/0000-0002-2402-9719)
- Sai Zhang (ORCID: https://orcid.org/0000-0002-8028-4183)
- Heng Zhang (ORCID: https://orcid.org/0000-0002-0103-2173)
- Ziyi Wang (ORCID: https://orcid.org/0000-0002-4681-6588)
- Xiaoqin Li (ORCID: https://orcid.org/0000-0001-5794-8941)
- Tong Zhao (ORCID: https://orcid.org/0000-0002-1521-3522)
- Kai Xie
- Nannan Cao
- Jiangyi Ding
Institutions
- Changzhou No.2 People's Hospital (CN)
- Changzhou University (CN)
- Nanjing Medical University (CN)
Publication Details
- Journal
- BioMedical Engineering OnLine
- Published
- 2024-11-21
- DOI
- https://doi.org/10.1186/s12938-024-01315-y
- Citations
- 5
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 2.02
Funders
- Jiangsu Commission of Health
- National Natural Science Foundation of China
- Government of Jiangsu Province
- Natural Science Foundation of Jiangsu Province
- Natural Science Research of Jiangsu Higher Education Institutions of China