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Concha-Cisternas Y, Guzmán-Muñoz E, Vásquez-Muñoz M, Troncoso-Pantoja C, Fernández-Huerta L, Olivares R, Garcia-Carrillo E, Molina-Marquez I, Leschot Gatica J, Yañez-Sepúlveda R. Integrating the Hospital Frailty Risk Score into Explainable Machine Learning to Predict Mortality in Older Adults with Pneumonia: A Chilean Population-Based Study. Diagnostics. 2026; 16(10):1506. https://doi.org/10.3390/diagnostics16101506

Concha-Cisternas, Yeny, Eduardo Guzmán-Muñoz, Manuel Vásquez-Muñoz, Claudia Troncoso-Pantoja, Lincoyán Fernández-Huerta, Rodrigo Olivares, Exal Garcia-Carrillo, Iván Molina-Marquez, Jorge Leschot Gatica, and Rodrigo Yañez-Sepúlveda. 2026. "Integrating the Hospital Frailty Risk Score into Explainable Machine Learning to Predict Mortality in Older Adults with Pneumonia: A Chilean Population-Based Study" Diagnostics 16, no. 10: 1506. https://doi.org/10.3390/diagnostics16101506

Concha-Cisternas, Y., Guzmán-Muñoz, E., Vásquez-Muñoz, M., Troncoso-Pantoja, C., Fernández-Huerta, L., Olivares, R., Garcia-Carrillo, E., Molina-Marquez, I., Leschot Gatica, J., & Yañez-Sepúlveda, R. (2026). Integrating the Hospital Frailty Risk Score into Explainable Machine Learning to Predict Mortality in Older Adults with Pneumonia: A Chilean Population-Based Study. Diagnostics, 16(10), 1506. https://doi.org/10.3390/diagnostics16101506