Voxel-Level Importance Maps for Interpretable Brain Age Estimation

Author:

Bintsi Kyriaki-Margarita,Baltatzis Vasileios,Hammers Alexander,Rueckert Daniel

Publisher

Springer International Publishing

Reference28 articles.

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2. Alfaro-Almagro, F., Jenkinson, M., Bangerter, N.K., et al.: Image processing and quality control for the first 10,000 brain imaging datasets from UK Biobank. NeuroImage 166, 400–424 (2 2018). https://doi.org/10.1016/j.neuroimage.2017.10.034, https://www.sciencedirect.com/science/article/pii/S1053811917308613

3. Alzheimer’s Association: 2019 Alzheimer’s disease facts and figures includes a special report on Alzheimer’s detection in the primary care setting: connecting patients and physicians. Tech. rep. (2019), https://www.alz.org/media/Documents/alzheimers-facts-and-figures-2019-r.pdf

4. Ballester, P.L., da Silva, L.T., Marcon, M., et al.: Predicting brain age at slice level: convolutional neural networks and consequences for interpretability. Front. Psychiatr. 12 (2021). https://doi.org/10.3389/fpsyt.2021.598518, https://doi.org/10.3389/fpsyt.2021.598518/full

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