Zhang, Y., Zheng, S., Wang, D., Lin, F., Ma, Y., Qiang, Z., Zhang, T., Zhong, H., Zhou, M., Li, Z., Chen, P., Feng, J., Lu, W., Liu, Y. (2025). Development and validation of a machine learning-based model to predict the risk of hospitalization death in hospitalized patients with AECOPD. Scientific Reports. https://doi.org/10.1038/s41598-025-19810-0