Yang G - Search Results

1

Functional Outcome Prediction in Acute Ischemic Stroke Using a Fused Imaging and Clinical Deep Learning Model.

Liu Y, Yu Y, Ouyang J, Jiang B, Yang G, Ostmeier S, Wintermark M, Michel P, Liebeskind DS, Lansberg MG, Albers GW, Zaharchuk G. Liu Y, et al. Among authors: yang g. Stroke. 2023 Sep;54(9):2316-2327. doi: 10.1161/STROKEAHA.123.044072. Epub 2023 Jul 24. Stroke. 2023. PMID: 37485663 Free PMC article. Clinical Trial.

2

Textured-Based Deep Learning in Prostate Cancer Classification with 3T Multiparametric MRI: Comparison with PI-RADS-Based Classification.

Liu Y, Zheng H, Liang Z, Miao Q, Brisbane WG, Marks LS, Raman SS, Reiter RE, Yang G, Sung K. Liu Y, et al. Among authors: yang g. Diagnostics (Basel). 2021 Sep 28;11(10):1785. doi: 10.3390/diagnostics11101785. Diagnostics (Basel). 2021. PMID: 34679484 Free PMC article.

3

A Clinical and Imaging Fused Deep Learning Model Matches Expert Clinician Prediction of 90-Day Stroke Outcomes.

Liu Y, Shah P, Yu Y, Horsey J, Ouyang J, Jiang B, Yang G, Heit JJ, McCullough-Hicks ME, Hugdal SM, Wintermark M, Michel P, Liebeskind DS, Lansberg MG, Albers GW, Zaharchuk G. Liu Y, et al. Among authors: yang g. AJNR Am J Neuroradiol. 2024 Apr 8;45(4):406-411. doi: 10.3174/ajnr.A8140. AJNR Am J Neuroradiol. 2024. PMID: 38331959

4

Prediction of Ischemic Stroke Functional Outcomes from Acute-Phase Noncontrast CT and Clinical Information.

Liu Y, Yu Y, Ouyang J, Jiang B, Ostmeier S, Wang J, Lu-Liang S, Yang Y, Yang G, Michel P, Liebeskind DS, Lansberg M, Moseley ME, Heit JJ, Wintermark M, Albers G, Zaharchuk G. Liu Y, et al. Among authors: yang g, yang y. Radiology. 2024 Oct;313(1):e240137. doi: 10.1148/radiol.240137. Radiology. 2024. PMID: 39404632

5

A Comparative Study of Radiomics and Deep-Learning Based Methods for Pulmonary Nodule Malignancy Prediction in Low Dose CT Images.

Astaraki M, Yang G, Zakko Y, Toma-Dasu I, Smedby Ö, Wang C. Astaraki M, et al. Among authors: yang g. Front Oncol. 2021 Dec 17;11:737368. doi: 10.3389/fonc.2021.737368. eCollection 2021. Front Oncol. 2021. PMID: 34976794 Free PMC article.

6

Aortic Annulus Detection Based on Deep Learning for Transcatheter Aortic Valve Replacement Using Cardiac Computed Tomography.

Cho Y, Park S, Hwang SH, Ko M, Lim DS, Yu CW, Park SM, Kim MN, Oh YW, Yang G. Cho Y, et al. Among authors: yang g. J Korean Med Sci. 2023 Sep 18;38(37):e306. doi: 10.3346/jkms.2023.38.e306. J Korean Med Sci. 2023. PMID: 37724499 Free PMC article.

7

Deep Learning-based Prediction of Percutaneous Recanalization in Chronic Total Occlusion Using Coronary CT Angiography.

Zhou Z, Gao Y, Zhang W, Zhang N, Wang H, Wang R, Gao Z, Huang X, Zhou S, Dai X, Yang G, Zhang H, Nieman K, Xu L. Zhou Z, et al. Among authors: yang g. Radiology. 2023 Nov;309(2):e231149. doi: 10.1148/radiol.231149. Radiology. 2023. PMID: 37962501 Free PMC article.

8

CMRxRecon: A publicly available k-space dataset and benchmark to advance deep learning for cardiac MRI.

Wang C, Lyu J, Wang S, Qin C, Guo K, Zhang X, Yu X, Li Y, Wang F, Jin J, Shi Z, Xu Z, Tian Y, Hua S, Chen Z, Liu M, Sun M, Kuang X, Wang K, Wang H, Li H, Chu Y, Yang G, Bai W, Zhuang X, Wang H, Qin J, Qu X. Wang C, et al. Among authors: yang g. Sci Data. 2024 Jun 25;11(1):687. doi: 10.1038/s41597-024-03525-4. Sci Data. 2024. PMID: 38918497 Free PMC article.

9

Automating in vivo cardiac diffusion tensor postprocessing with deep learning-based segmentation.

Ferreira PF, Martin RR, Scott AD, Khalique Z, Yang G, Nielles-Vallespin S, Pennell DJ, Firmin DN. Ferreira PF, et al. Among authors: yang g. Magn Reson Med. 2020 Nov;84(5):2801-2814. doi: 10.1002/mrm.28294. Epub 2020 Apr 23. Magn Reson Med. 2020. PMID: 32329105

10

Deep learning-based diffusion tensor cardiac magnetic resonance reconstruction: a comparison study.

Huang J, Ferreira PF, Wang L, Wu Y, Aviles-Rivero AI, Schönlieb CB, Scott AD, Khalique Z, Dwornik M, Rajakulasingam R, De Silva R, Pennell DJ, Nielles-Vallespin S, Yang G. Huang J, et al. Among authors: yang g. Sci Rep. 2024 Mar 7;14(1):5658. doi: 10.1038/s41598-024-55880-2. Sci Rep. 2024. PMID: 38454072 Free PMC article.

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