Yang G - Search Results

1

Focus on machine learning models in medical imaging.

Papanastasiou G, García Seco de Herrera A, Wang C, Zhang H, Yang G, Wang G. Papanastasiou G, et al. Among authors: yang g. Phys Med Biol. 2022 Dec 16;68(1). doi: 10.1088/1361-6560/aca069. Phys Med Biol. 2022. PMID: 36594883 No abstract available.

2

Multiview Sequential Learning and Dilated Residual Learning for a Fully Automatic Delineation of the Left Atrium and Pulmonary Veins from Late Gadolinium-Enhanced Cardiac MRI Images.

Yang G, Chen J, Gao Z, Zhang H, Ni H, Angelini E, Mohiaddin R, Wong T, Keegan J, Firmin D. Yang G, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:1123-1127. doi: 10.1109/EMBC.2018.8512550. Annu Int Conf IEEE Eng Med Biol Soc. 2018. PMID: 30440587 Free article.

3

Deep Learning for Diagnosis of Chronic Myocardial Infarction on Nonenhanced Cardiac Cine MRI.

Zhang N, Yang G, Gao Z, Xu C, Zhang Y, Shi R, Keegan J, Xu L, Zhang H, Fan Z, Firmin D. Zhang N, et al. Among authors: yang g. Radiology. 2019 Jun;291(3):606-617. doi: 10.1148/radiol.2019182304. Epub 2019 Apr 30. Radiology. 2019. PMID: 31038407 Free article.

4

Can Clinical Symptoms and Laboratory Results Predict CT Abnormality? Initial Findings Using Novel Machine Learning Techniques in Children With COVID-19 Infections.

Ma H, Ye Q, Ding W, Jiang Y, Wang M, Niu Z, Zhou X, Gao Y, Wang C, Menpes-Smith W, Fang EF, Shao J, Xia J, Yang G. Ma H, et al. Among authors: yang g. Front Med (Lausanne). 2021 Jun 14;8:699984. doi: 10.3389/fmed.2021.699984. eCollection 2021. Front Med (Lausanne). 2021. PMID: 34195215 Free PMC article.

5

Unsupervised Image Registration towards Enhancing Performance and Explainability in Cardiac and Brain Image Analysis.

Wang C, Yang G, Papanastasiou G. Wang C, et al. Among authors: yang g. Sensors (Basel). 2022 Mar 9;22(6):2125. doi: 10.3390/s22062125. Sensors (Basel). 2022. PMID: 35336295 Free PMC article.

6

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.

7

Large-scale deep learning analysis to identify adult patients at risk for combined and common variable immunodeficiencies.

Papanastasiou G, Yang G, Fotiadis DI, Dikaios N, Wang C, Huda A, Sobolevsky L, Raasch J, Perez E, Sidhu G, Palumbo D. Papanastasiou G, et al. Among authors: yang g. Commun Med (Lond). 2023 Dec 20;3(1):189. doi: 10.1038/s43856-023-00412-8. Commun Med (Lond). 2023. PMID: 38123736 Free PMC article.

8

Computerized decision support in medical imaging.

Chabat F, Hansell DM, Yang GZ. Chabat F, et al. Among authors: yang gz. IEEE Eng Med Biol Mag. 2000 Sep-Oct;19(5):89-96. doi: 10.1109/51.870235. IEEE Eng Med Biol Mag. 2000. PMID: 11016034 Review. No abstract available.

9

Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge.

Zhuang X, Li L, Payer C, Štern D, Urschler M, Heinrich MP, Oster J, Wang C, Smedby Ö, Bian C, Yang X, Heng PA, Mortazi A, Bagci U, Yang G, Sun C, Galisot G, Ramel JY, Brouard T, Tong Q, Si W, Liao X, Zeng G, Shi Z, Zheng G, Wang C, MacGillivray T, Newby D, Rhode K, Ourselin S, Mohiaddin R, Keegan J, Firmin D, Yang G. Zhuang X, et al. Among authors: yang g, yang x. Med Image Anal. 2019 Dec;58:101537. doi: 10.1016/j.media.2019.101537. Epub 2019 Aug 1. Med Image Anal. 2019. PMID: 31446280 Free PMC article.

10

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

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