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Data for "Investigating molecular transport in the human brain from MRI with physics-informed neural networks" - MaRDI portal

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Data for "Investigating molecular transport in the human brain from MRI with physics-informed neural networks" (Q6699616)

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Dataset published at Zenodo repository.
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Data for "Investigating molecular transport in the human brain from MRI with physics-informed neural networks"
Dataset published at Zenodo repository.

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    Data analyzed in Zapf et al. Investigating molecular transport in the human brain from MRI with physics-informed neural networks (Scientific Reports 2022). The data consists of CSF tracer concentrations in the brain subregions analyzed in the article. The data was pre-processed as described in S1.1 in the supplementarty materials. In Python, load the data as numpy arrays using the nibabel package as import nibabel data = nibabel.load("068/concentrations/24h.mgz").get_fdata() domain_mask = nibabel.load("068/masks/roi.mgz").get_fdata().astype(bool)And view slices of the data as: plt.figure() plt.imshow(np.take(data, 150, 0), vmax=0.1) plt.figure() plt.imshow(np.take(data, 100, 1), vmax=0.1) plt.figure() plt.imshow(np.take(data, 100, 2), vmax=0.1) plt.show()
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    1 June 2024
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