Department of Radiology
Found 13 results
Filters: Author is Sabuncu, Mert R  [Clear All Filters]
2023
Zhou G, Chen Y, Chien C, Revatta L, Ferdous J, Chen M, Deb S, Cruz SDe Leon, Wang A, Lee B et al..  2023.  Deep learning analysis of blood flow sounds to detect arteriovenous fistula stenosis.. NPJ Digit Med. 6(1):163.
Gu Z, Jamison K, Sabuncu MR, Kuceyeski A.  2023.  Human brain responses are modulated when exposed to optimized natural images or synthetically generated images.. Commun Biol. 6(1):1076.
Zhang J, Spincemaille P, Zhang H, Nguyen TD, Li C, Li J, Kovanlikaya I, Sabuncu MR, Wang Y.  2023.  LARO: Learned acquisition and reconstruction optimization to accelerate quantitative susceptibility mapping.. Neuroimage. 268:119886.
Gu Z, Jamison K, Sabuncu MR, Kuceyeski A.  2023.  Modulating human brain responses via optimal natural image selection and synthetic image generation.. ArXiv.
He X, Hu Z, Dev H, Romano DJ, Sharbatdaran A, Raza SI, Wang SJ, Teichman K, Shih G, Chevalier JM et al..  2023.  Test Retest Reproducibility of Organ Volume Measurements in ADPKD Using 3D Multimodality Deep Learning.. Acad Radiol.
2022
Gu Z, Jamison KWakefield, Khosla M, Allen EJ, Wu Y, St-Yves G, Naselaris T, Kay K, Sabuncu MR, Kuceyeski A.  2022.  NeuroGen: Activation optimized image synthesis for discovery neuroscience.. Neuroimage. 247:118812.
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
Khosla M, Ngo GH, Jamison K, Kuceyeski A, Sabuncu MR.  2021.  Cortical response to naturalistic stimuli is largely predictable with deep neural networks.. Sci Adv. 7(22)
2020
Zhang J, Liu Z, Zhang S, Zhang H, Spincemaille P, Nguyen TD, Sabuncu MR, Wang Y.  2020.  Fidelity imposed network edit (FINE) for solving ill-posed image reconstruction.. Neuroimage. 211:116579.
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.
Dhamala E, Jamison KW, Sabuncu MR, Kuceyeski A.  2020.  Sex classification using long-range temporal dependence of resting-state functional MRI time series.. Hum Brain Mapp. 41(13):3567-3579.
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.