Department of Radiology
Found 9 results
Filters: Keyword is Machine Learning  [Clear All Filters]
2022
Buyukturkoglu K, Vergara C, Fuentealba V, Tozlu C, Dahan JB, Carroll BE, Kuceyeski A, Riley CS, Sumowski JF, Oliva CGuevara et al..  2022.  Machine learning to investigate superficial white matter integrity in early multiple sclerosis.. J Neuroimaging. 32(1):36-47.
Dhamala E, Jamison KW, Jaywant A, Kuceyeski A.  2022.  Shared functional connections within and between cortical networks predict cognitive abilities in adult males and females.. Hum Brain Mapp. 43(3):1087-1102.
2021
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.
Dhamala E, Jamison KW, Jaywant A, Dennis S, Kuceyeski A.  2021.  Distinct functional and structural connections predict crystallised and fluid cognition in healthy adults.. Hum Brain Mapp. 42(10):3102-3118.
Sweeney EM, Nguyen TD, Kuceyeski A, Ryan SM, Zhang S, Zexter L, Wang Y, Gauthier SA.  2021.  Estimation of Multiple Sclerosis lesion age on magnetic resonance imaging.. Neuroimage. 225:117451.
2020
Kim H-G, Park S, Rhee HY, Lee KM, Ryu C-W, Lee SY, Kim EJ, Wang Y, Jahng G-H.  2020.  Evaluation and Prediction of Early Alzheimer's Disease Using a Machine Learning-based Optimized Combination-Feature Set on Gray Matter Volume and Quantitative Susceptibility Mapping.. Curr Alzheimer Res. 17(5):428-437.
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.
Khosla M, Jamison K, Ngo GH, Kuceyeski A, Sabuncu MR.  2019.  Machine learning in resting-state fMRI analysis.. Magn Reson Imaging. 64:101-121.