Department of Radiology
Found 10 results
Filters: Keyword is Neural Networks, Computer  [Clear All Filters]
2022
Ngo GH, Khosla M, Jamison K, Kuceyeski A, Sabuncu MR.  2022.  Predicting individual task contrasts from resting-state functional connectivity using a surface-based convolutional network.. Neuroimage. 248:118849.
2021
Zhang H, Zhang J, Li C, Sweeney EM, Spincemaille P, Nguyen TD, Gauthier SA, Wang Y, Marcille M.  2021.  ALL-Net: Anatomical information lesion-wise loss function integrated into neural network for multiple sclerosis lesion segmentation.. Neuroimage Clin. 32:102854.
Jafari R, Spincemaille P, Zhang J, Nguyen TD, Luo X, Cho J, Margolis D, Prince MR, Wang Y.  2021.  Deep neural network for water/fat separation: Supervised training, unsupervised training, and no training.. Magn Reson Med. 85(4):2263-2277.
Rashid T, Abdulkadir A, Nasrallah IM, Ware JB, Liu H, Spincemaille P, J Romero R, R Bryan N, Heckbert SR, Habes M.  2021.  DEEPMIR: a deep neural network for differential detection of cerebral microbleeds and iron deposits in MRI.. Sci Rep. 11(1):14124.
Shen Y, Wu N, Phang J, Park J, Liu K, Tyagi S, Heacock L, S Kim G, Moy L, Cho K et al..  2021.  An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization.. Med Image Anal. 68:101908.
Muckley MJ, Ades-Aron B, Papaioannou A, Lemberskiy G, Solomon E, Lui YW, Sodickson DK, Fieremans E, Novikov DS, Knoll F.  2021.  Training a neural network for Gibbs and noise removal in diffusion MRI.. Magn Reson Med. 85(1):413-428.
2020
Tozlu C, Edwards D, Boes A, Labar D, K Tsagaris Z, Silverstein J, Lane HPepper, Sabuncu MR, Liu C, Kuceyeski A.  2020.  Machine Learning Methods Predict Individual Upper-Limb Motor Impairment Following Therapy in Chronic Stroke.. Neurorehabil Neural Repair. 34(5):428-439.
2019
Khosla M, Jamison K, Kuceyeski A, Sabuncu MR.  2019.  Ensemble learning with 3D convolutional neural networks for functional connectome-based prediction.. Neuroimage. 199:651-662.
Hubertus S, Thomas S, Cho J, Zhang S, Wang Y, Schad LRudi.  2019.  Using an artificial neural network for fast mapping of the oxygen extraction fraction with combined QSM and quantitative BOLD.. Magn Reson Med. 82(6):2199-2211.
2018
Lu D, Popuri K, Ding GWeiguang, Balachandar R, Beg MFaisal.  2018.  Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer's Disease using structural MR and FDG-PET images.. Sci Rep. 8(1):5697.