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. Author manuscript; available in PMC: 2020 Dec 2.
Published in final edited form as: Magn Reson Imaging. 2019 May 3;61:33–40. doi: 10.1016/j.mri.2019.05.003

Figure 3.

Figure 3.

Overview of CNN architecture with 7 layers to classify different pathologic response groups: pCR vs. non-pCR, and GR vs. non-GR. Six sets of images are used as inputs: one T2, two DWI with b=0 and 800 s/mm2, and three DCE images (L1, L2 and L3). The analysis is done using pre-treatment MR alone and mid-RT alone (6 input channels), and patients with both pre-treatment and mid-RT together (12 input channels).