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. 2022 Apr 20;24(4):e29455. doi: 10.2196/29455

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©Elisa Tardini, Xinhua Zhang, Guadalupe Canahuate, Andrew Wentzel, Abdallah S R Mohamed, Lisanne Van Dijk, Clifton D Fuller, G Elisabeta Marai. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 20.04.2022.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included.

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Model performance for the combined outcome (overall survival+dysphagia) models without (left) and with radiomics (right). The figure shows the performance for overall survival (top) and toxicity (dysphagia; bottom), with varying numbers of layers showing treatment simulation results on the test data.