TopoTxR: A Topological Biomarker for Predicting Treatment Response in Breast Cancer
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Publisher
Springer International Publishing
Link
https://link.springer.com/content/pdf/10.1007/978-3-030-78191-0_30
Reference31 articles.
1. Abdelhafiz, D., Yang, C., Ammar, R., Nabavi, S.: Deep CNN for mammography: advances, challenges and applications. BMC Bioinform. 20, 281(2019). https://doi.org/10.1186/s12859-019-2823-4
2. Adams, H., et al.: Persistence images: a stable vector representation of persistent homology. J. Mach. 18, 1–35 (2017)
3. Braman, N., et al.: Association of peritumoral radiomics with tumor biology and pathologic response to preoperative targeted therapy for HER2 (ERBB2)–positive breast cancer. JAMA Netw. Open 2(4), e192561–e192561 (2019)
4. Braman, N.M., et al.: Intratumoral and peritumoral radiomics for the pretreatment prediction of pathological complete response to neoadjuvant chemotherapy based on breast DCE-MRI. Breast Cancer Res. 19, 1–14 (2017)
5. Cain, E., Saha, A., Harowicz, M., Marks, J., Marcom, P., Mazurowski, M.: Multivariate ML models for prediction of pCR to NAC in BCa using MRI features: a study using an independent validation set. BCa Res. Treat. 173, 455–463 (2019)
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