Predicting the response to neoadjuvant chemotherapy for breast cancer: wavelet transforming radiomics in MRI.
Jiali ZhouJinghui LuChen GaoJingjing ZengChangyu ZhouXiaobo LaiWenli CaiMaosheng XuPublished in: BMC cancer (2020)
Wavelet-transformed textures outperformed volumetric and/or peripheral textures in the radiomic MRI prediction of pCR to NAC for patients with LABC, which can potentially serve as a surrogate biomarker for the prediction of the response of LABC to NAC.
Keyphrases
- neoadjuvant chemotherapy
- contrast enhanced
- transcription factor
- magnetic resonance imaging
- locally advanced
- lymph node
- sentinel lymph node
- diffusion weighted imaging
- convolutional neural network
- magnetic resonance
- computed tomography
- squamous cell carcinoma
- lymph node metastasis
- radiation therapy
- early stage
- real time pcr
- chemotherapy induced
- breast cancer risk