Sabuncu M - Search Results

1

A two-dimensional feasibility study of deep learning-based feature detection and characterization directly from CT sinograms.

De Man Q, Haneda E, Claus B, Fitzgerald P, De Man B, Qian G, Shan H, Min J, Sabuncu M, Wang G. De Man Q, et al. Among authors: sabuncu m. Med Phys. 2019 Dec;46(12):e790-e800. doi: 10.1002/mp.13640. Med Phys. 2019. PMID: 31811791

2

Gradient based nonuniform subsampling for information-theoretic alignment methods.

Sabuncu M, Ramadge P. Sabuncu M, et al. Conf Proc IEEE Eng Med Biol Soc. 2004;2004:1683-6. doi: 10.1109/IEMBS.2004.1403507. Conf Proc IEEE Eng Med Biol Soc. 2004. PMID: 17272027

3

Machine learning in resting-state fMRI analysis.

Khosla M, Jamison K, Ngo GH, Kuceyeski A, Sabuncu MR. Khosla M, et al. Among authors: sabuncu mr. Magn Reson Imaging. 2019 Dec;64:101-121. doi: 10.1016/j.mri.2019.05.031. Epub 2019 Jun 5. Magn Reson Imaging. 2019. PMID: 31173849 Free PMC article. Review.

4

Ensemble learning with 3D convolutional neural networks for functional connectome-based prediction.

Khosla M, Jamison K, Kuceyeski A, Sabuncu MR. Khosla M, et al. Among authors: sabuncu mr. Neuroimage. 2019 Oct 1;199:651-662. doi: 10.1016/j.neuroimage.2019.06.012. Epub 2019 Jun 18. Neuroimage. 2019. PMID: 31220576 Free PMC article.

5

Fidelity imposed network edit (FINE) for solving ill-posed image reconstruction.

Zhang J, Liu Z, Zhang S, Zhang H, Spincemaille P, Nguyen TD, Sabuncu MR, Wang Y. Zhang J, et al. Neuroimage. 2020 May 1;211:116579. doi: 10.1016/j.neuroimage.2020.116579. Epub 2020 Jan 22. Neuroimage. 2020. PMID: 31981779 Free PMC article.

6

Magnetic Resonance Imaging Radiomics-Based Machine Learning Prediction of Clinically Significant Prostate Cancer in Equivocal PI-RADS 3 Lesions.

Hectors SJ, Chen C, Chen J, Wang J, Gordon S, Yu M, Al Hussein Al Awamlh B, Sabuncu MR, Margolis DJA, Hu JC. Hectors SJ, et al. Among authors: sabuncu mr. J Magn Reson Imaging. 2021 Nov;54(5):1466-1473. doi: 10.1002/jmri.27692. Epub 2021 May 10. J Magn Reson Imaging. 2021. PMID: 33970516

7

NeuroGen: Activation optimized image synthesis for discovery neuroscience.

Gu Z, Jamison KW, Khosla M, Allen EJ, Wu Y, St-Yves G, Naselaris T, Kay K, Sabuncu MR, Kuceyeski A. Gu Z, et al. Among authors: sabuncu mr. Neuroimage. 2022 Feb 15;247:118812. doi: 10.1016/j.neuroimage.2021.118812. Epub 2021 Dec 20. Neuroimage. 2022. PMID: 34936922 Free PMC article.

8

Unsupervised learning of probabilistic diffeomorphic registration for images and surfaces.

Dalca AV, Balakrishnan G, Guttag J, Sabuncu MR. Dalca AV, et al. Med Image Anal. 2019 Oct;57:226-236. doi: 10.1016/j.media.2019.07.006. Epub 2019 Jul 12. Med Image Anal. 2019. PMID: 31351389

9

Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics.

He T, Kong R, Holmes AJ, Nguyen M, Sabuncu MR, Eickhoff SB, Bzdok D, Feng J, Yeo BTT. He T, et al. Among authors: sabuncu mr. Neuroimage. 2020 Feb 1;206:116276. doi: 10.1016/j.neuroimage.2019.116276. Epub 2019 Oct 11. Neuroimage. 2020. PMID: 31610298 Free PMC article.

10

Machine Learning Prediction of Stroke Mechanism in Embolic Strokes of Undetermined Source.

Kamel H, Navi BB, Parikh NS, Merkler AE, Okin PM, Devereux RB, Weinsaft JW, Kim J, Cheung JW, Kim LK, Casadei B, Iadecola C, Sabuncu MR, Gupta A, Díaz I. Kamel H, et al. Among authors: sabuncu mr. Stroke. 2020 Sep;51(9):e203-e210. doi: 10.1161/STROKEAHA.120.029305. Epub 2020 Aug 12. Stroke. 2020. PMID: 32781943 Free PMC article.

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