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Library of deep-learning image segmentation and outcomes model-implementations.
Apte AP, Iyer A, Thor M, Pandya R, Haq R, Jiang J, LoCastro E, Shukla-Dave A, Sasankan N, Xiao Y, Hu YC, Elguindi S, Veeraraghavan H, Oh JH, Jackson A, Deasy JO. Apte AP, et al. Among authors: iyer a. Phys Med. 2020 May;73:190-196. doi: 10.1016/j.ejmp.2020.04.011. Epub 2020 May 1. Phys Med. 2020. PMID: 32371142 Free PMC article.
Histogram Analysis and Visual Heterogeneity of Diffusion-Weighted Imaging with Apparent Diffusion Coefficient Mapping in the Prediction of Molecular Subtypes of Invasive Breast Cancers.
Horvat JV, Iyer A, Morris EA, Apte A, Bernard-Davila B, Martinez DF, Leithner D, Sutton OM, Ochoa-Albiztegui RE, Giri D, Pinker K, Thakur SB. Horvat JV, et al. Among authors: iyer a. Contrast Media Mol Imaging. 2019 Nov 22;2019:2972189. doi: 10.1155/2019/2972189. eCollection 2019. Contrast Media Mol Imaging. 2019. PMID: 31819738 Free PMC article.
Reproducibility of radiomic features using network analysis and its application in Wasserstein k-means clustering.
Oh JH, Apte AP, Katsoulakis E, Riaz N, Hatzoglou V, Yu Y, Mahmood U, Veeraraghavan H, Pouryahya M, Iyer A, Shukla-Dave A, Tannenbaum A, Lee NY, Deasy JO. Oh JH, et al. Among authors: iyer a. J Med Imaging (Bellingham). 2021 May;8(3):031904. doi: 10.1117/1.JMI.8.3.031904. Epub 2021 Apr 30. J Med Imaging (Bellingham). 2021. PMID: 33954225 Free PMC article.
Deep learning auto-segmentation and automated treatment planning for trismus risk reduction in head and neck cancer radiotherapy.
Thor M, Iyer A, Jiang J, Apte A, Veeraraghavan H, Allgood NB, Kouri JA, Zhou Y, LoCastro E, Elguindi S, Hong L, Hunt M, Cerviño L, Aristophanous M, Zarepisheh M, Deasy JO. Thor M, et al. Among authors: iyer a. Phys Imaging Radiat Oncol. 2021 Jul 28;19:96-101. doi: 10.1016/j.phro.2021.07.009. eCollection 2021 Jul. Phys Imaging Radiat Oncol. 2021. PMID: 34746452 Free PMC article.
1,060 results