ADiag: Graph Neural Network Based Diagnosis of Alzheimer's Disease

J. Warren, J. Schott, N. Fox, M. Thom, T. Revesz, J. Holton, F. Scaravilli, D. Thomas, G. Plant, P. Rudge et al. , “Brain biopsy in dementia,” Brain , vol. 128, no. 9, pp. 2016–2025, 2005

2005

Earlier work this paper cites.

O. Querbes, F. Aubry, J. Pariente, J.-A. Lotterie, J.-F. Démonet, V. Duret, M. Puel, I. Berry, J.-C. Fort, P. Celsis et al. , “Early diagnosis of alzheimer’s disease using cortical thickness: impact of cognitive reserve,” Brain , vol. 132, no. 8, pp. 2036–2047, 2009

2009

Earlier work this paper cites.

B. Fischl, “Freesurfer,” Neuroimage , vol. 62, no. 2, pp. 774–781, 2012

2012

Earlier work this paper cites.

S. Balsis, J. F. Benge, D. A. Lowe, L. Geraci, and R. S. Doody, “How do scores on the adas-cog, mmse, and cdr-sob correspond?” The Clinical Neuropsychologist , vol. 29, no. 7, pp. 1002–1009, 2015

2015

Earlier work this paper cites.

W. Hamilton, Z. Ying, and J. Leskovec, “Inductive representation learning on large graphs,” in Advances in neural information processing systems , 2017, pp. 1024–1034

2017

Cited alongside, same era.

P. R. Raamana and S. C. Strother, “Graynet: single-subject morphometric networks for neuroscience connectivity applications,” Journal of Open Source Software , vol. 3, no. 30, p. 924, 2018

2018

Cited alongside, same era.

Z. Ying, J. You, C. Morris, X. Ren, W. Hamilton, and J. Leskovec, “Hierarchical graph representation learning with differentiable pooling,” in Advances in neural information processing systems , 2018, pp. 4800–4810

Original

2018

Cited alongside, same era.

E. Nichols, C. E. Szoeke, S. E. Vollset, N. Abbasi, F. Abd-Allah, J. Abdela, M. T. E. Aichour, R. O. Akinyemi, F. Alahdab, S. W. Asgedom et al. , “Global, regional, and national burden of alzheimer’s disease and other dementias, 1990–2016: a systematic analysis for the global burden of disease study 2016,” The Lancet Neurology , vol. 18, no. 1, pp. 88–106, 2019

2019

Later among the works it cites.

P. J. LaMontagne, T. L. Benzinger, J. C. Morris, S. Keefe, R. Hornbeck, C. Xiong, E. Grant, J. Hassenstab, K. Moulder, A. Vlassenko et al. , “Oasis-3: longitudinal neuroimaging, clinical, and cognitive dataset for normal aging and alzheimer disease,” medRxiv , 2019

2019

Later among the works it cites.

A. Paszke, S. Gross, F. Massa, A. Lerer, J. Bradbury, G. Chanan, T. Killeen, Z. Lin, N. Gimelshein, L. Antiga et al. , “Pytorch: An imperative style, high-performance deep learning library,” in Advances in neural information processing systems , 2019, pp. 8026–8037

2019

Later among the works it cites.