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. 2022 Apr 12;12:819267. doi: 10.3389/fcimb.2022.819267

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Copyright © 2022 Hong, Zhou, Jin, Lu, Pan, Lin, Yang, Xu, Basharat, Zippi, Fiorino, Tsukanov, Stock, Grottesi, Chen and Pan

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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LIME plot explanation of two typical predictions, showing the main contributing features behind the model prediction. The length of the color bar represents the amount of contribution from the corresponding feature.