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Article describing the CSA-ODF
Description: I. Aganj, C. Lenglet, G. Sapiro, E. Yacoub, K. Ugurbil, and N. Harel, “Reconstruction of the orientation distribution function in single and multiple shell q-ball imaging within constant solid angle,” Magnetic Resonance in Medicine, vol. 64, no. 2, pp. 554–566, 2010.
Updated: Oct 17, 2020
Article describing the Hough-transform tractography
Description: I. Aganj, C. Lenglet, N. Jahanshad, E. Yacoub, N. Harel, P. Thompson, and G. Sapiro, “A Hough transform global probabilistic approach to multiple-subject diffusion MRI tractography,” Medical Image Analysis, vol. 15, no. 4, pp. 414–425, 2011.
Updated: Oct 17, 2020
Article on verification of the diffusion MRI gradient table
Description: I. Aganj, “Automatic verification of the gradient table in diffusion-weighted MRI based on fiber continuity,” Scientific Reports, vol. 8, Article no. 16541, 2018.
Updated: Oct 17, 2020
ISMRM Abstract on brain connectivity augmentation
Description: I. Aganj, G. Prasad, P. Srinivasan, A. Yendiki, P. M. Thompson, and B. Fischl, “Structural brain network augmentation via Kirchhoff's laws,” in Proceedings of the Joint Annual Meeting of ISMRM-ESMRMB, Milan, Italy, 2014.
Updated: Jun 26, 2021
Application Publications ( 3 )+
Paper on connectivity analysis in Alzheimer's disease
Description: I. Aganj, J. Mora, A. Frau-Pascual, and B. Fischl, “Exploratory correlation of the human structural connectome with non-MRI variables in Alzheimer’s disease,” Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring, 15:e12511, 2023.
Updated: Jan 5, 2024
Paper on connectomic data classification with graph neural networks
Description: A. Kazi, J. Mora, B. Fischl, A. V. Dalca, and I. Aganj, “Multi-head graph convolutional network for structural connectome classification,” Proceedings of the MICCAI Workshop on Graphs in Biomedical Image Analysis, pp. 27–36, 2023.
Updated: May 8, 2024
Paper on localization of the locus coeruleus using ELV and U-Net.
Description: I. Aganj, J. Mora, B. Fischl, and J. C. Augustinack, “Automatic geometry-based estimation of the locus coeruleus region on T1-weighted magnetic resonance images,” Frontiers in Neuroscience, vol. 18, 2024.
Updated: May 8, 2024