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. 2025 May 30;13:e74940. doi: 10.2196/74940

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©Mingwei Zhang, Ming Zhong, Yunzhang Cheng, Tianyi Zhang. Originally published in JMIR Medical Informatics (https://medinform.jmir.org), 30.05.2025.

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 JMIR Medical Informatics, is properly cited. The complete bibliographic information, a link to the original publication on https://medinform.jmir.org/, as well as this copyright and license information must be included.

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Global interpretation of the model and feature importance based on mean Shapley values. DP: diastolic blood pressure; GLU: blood glucose; HR: heart rate; MP: mean arterial pressure; RES: respiratory rate; SHAP: Shapley Additive Explanations; SP: systolic blood pressure; SpO₂: blood oxygen saturation; TEM: body temperature.