A Generative Modeling Approach for Interpreting Population-Level Variability in Brain Structure

Author:

Liu Ran,Subakan Cem,Balwani Aishwarya H.,Whitesell Jennifer,Harris Julie,Koyejo Sanmi,Dyer Eva L.

Publisher

Springer International Publishing

Reference21 articles.

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2. Balwani, A.H., Dyer, E.L.: A deep feature learning approach for mapping the brain’s microarchitecture and organization. bioRxiv (2020)

3. Burgess, C.P., et al.: Understanding disentangling in $$\upbeta $$-VAE. arXiv preprint arXiv:1804.03599 (2018)

4. Chen, T.Q., Li, X., Grosse, R.B., Duvenaud, D.K.: Isolating sources of disentanglement in variational autoencoders. In: Advances in Neural Information Processing Systems, pp. 2610–2620 (2018)

5. DuPre, E., Spreng, R.N.: Structural covariance networks across the life span, from 6 to 94 years of age. Netw. Neurosci. 1(3), 302–323 (2017)

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