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Publications
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Publications by Mert Sabuncu. Show all publications

M. Khosla, K. Jamison, A. Kuceyeski, and M. R. Sabuncu
Ensemble learning with 3D convolutional neural networks for functional connectome-based prediction
NeuroImage 199 651-662 (2019)
10.1016/j.neuroimage.2019.06.012
Adaptive Compressed Sensing MRI with Unsupervised Learning
arXiv (2019)
Unsupervised Deep Learning for Bayesian Brain MRI Segmentation
arXiv (2019)
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces
arXiv (2019)
Learning-based Optimization of the Under-sampling Pattern in MRI
arXiv (2019)
M. Haft-Javaherian, L. Fang, V. Muse, C. B. Schaffer, N. Nishimura, and M. R. Sabuncu
Deep convolutional neural networks for segmenting 3D in vivo multiphoton images of vasculature in Alzheimer disease mouse models
PLOS ONE 14 e0213539 (2019)
10.1371/journal.pone.0213539
Machine learning in resting-state fMRI analysis
arXiv (2018)
Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels
32nd Conference on Neural Information Processing Systems (NeurIPS 2018) (2018)
C. Tozlu, D. Edwards, A. Boes, D. Labar, K. Z. Tsagaris, J. Silverstein, H. P. Lane, M. R. Sabuncu, C. Liu, and A. Kuceyeski
Predicting response to motor therapy in chronic stroke patients using Machine Learning
(2018)
10.1101/457416