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Neural architecture search of echocardiography view classifiers.
Azarmehr N, Ye X, Howard JP, Lane ES, Labs R, Shun-Shin MJ, Cole GD, Bidaut L, Francis DP, Zolgharni M. Azarmehr N, et al. J Med Imaging (Bellingham). 2021 May;8(3):034002. doi: 10.1117/1.JMI.8.3.034002. Epub 2021 Jun 22. J Med Imaging (Bellingham). 2021. PMID: 34179218 Free PMC article.
Multibeat echocardiographic phase detection using deep neural networks.
Lane ES, Azarmehr N, Jevsikov J, Howard JP, Shun-Shin MJ, Cole GD, Francis DP, Zolgharni M. Lane ES, et al. Among authors: azarmehr n. Comput Biol Med. 2021 Jun;133:104373. doi: 10.1016/j.compbiomed.2021.104373. Epub 2021 Apr 6. Comput Biol Med. 2021. PMID: 33857775 Free article.
Active learning for left ventricle segmentation in echocardiography.
Alajrami E, Ng T, Jevsikov J, Naidoo P, Fernandes P, Azarmehr N, Dinmohammadi F, Shun-Shin MJ, Dadashi Serej N, Francis DP, Zolgharni M. Alajrami E, et al. Among authors: azarmehr n. Comput Methods Programs Biomed. 2024 May;248:108111. doi: 10.1016/j.cmpb.2024.108111. Epub 2024 Mar 7. Comput Methods Programs Biomed. 2024. PMID: 38479147 Free article.
Automated mitral inflow Doppler peak velocity measurement using deep learning.
Jevsikov J, Ng T, Lane ES, Alajrami E, Naidoo P, Fernandes P, Sehmi JS, Alzetani M, Demetrescu CD, Azarmehr N, Serej ND, Stowell CC, Shun-Shin MJ, Francis DP, Zolgharni M. Jevsikov J, et al. Among authors: azarmehr n. Comput Biol Med. 2024 Mar;171:108192. doi: 10.1016/j.compbiomed.2024.108192. Epub 2024 Feb 23. Comput Biol Med. 2024. PMID: 38417384 Free article.