Computational Precision Health

Recent Publications

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Recent Publications

Select publications below from CPH faculty and students.
Article
July 18, 2025

Slade, C., Sun, Y., Chao, W. C., Chen, C. C., Benzo, R. M., & Washington, P. (2025). Current challenges and opportunities in active and passive data collection for mobile health sensing: a scoping review. JAMIA open, 8(4), ooaf025. 

Current challenges and opportunities in active and passive data collection for mobile health sensing: a scoping review graphic
Article
July 17, 2025

Leng L, Arévalo Avalos MR, Aguilera A, Lyles CR. The Impact of an Adaptive mHealth Intervention on Improving Patient-Provider Health Care Communication: Secondary Analysis of the DIAMANTE Trial. JMIR Mhealth Uhealth. 2025 Jul 17;13:e64296. doi: 10.2196/64296. PMID: 40674692.

Figure 1.. Mixed effects modeling to denote CAHPS score changes by intervention arms. CAHPS: Consumer Assessment of Healthcare Providers and Systems.
Article
July 17, 2025

Chiu, C., Braehler, M. R., Donovan, A. L., Butte, A. J., Pirracchio, R., & Bishara, A. M. (2025). Development of a machine learning-derived model to predict unplanned ICU admissions after major non-cardiac surgery. BMC anesthesiology, 25(1), 351. 

Model summary of the most influential variables. Model summary of the most influential variables. Each dot represents an individual case-variable pair. The x-axis shows the SHAP value (impact on log-odds of UIA): dots to the right increase predicted risk, dots to the left decrease it. Red dots indicate higher numeric value, and blue dots indicate lower numeric value. Dots (regardless of color) on the right side of the y-axis indicate a higher impact value on the model to predict a positive UIA, and vice versa. Dots with the same impact value are plotted on top of each other to create a vertical distribution
Article
July 16, 2025

Poterucha, T. J., Jing, L., Ricart, R. P., Adjei-Mosi, M., Finer, J., Hartzel, D., Kelsey, C., Long, A., Rocha, D., Ruhl, J. A., vanMaanen, D., Probst, M. A., Daniels, B., Joshi, S. D., Tastet, O., Corbin, D., Avram, R., Barrios, J. P., Tison, G. H., Chiu, I. M., … Elias, P. (2025). Detecting structural heart disease from electrocardiograms using AI. Nature, 10.1038/s41586-025-09227-0. Advance online publication. 

detecting heart failure using ai
Article
July 15, 2025

Sarma, A., Sullivan, K. M., Baugh, A. D., Bhakta, N. R., & Calfee, C. S. (2025). Evaluating the generalisability of formulas used to set tidal volumes in mechanically ventilated patients: an observational, multicohort, retrospective study. The Lancet. Respiratory medicine, S2213-2600(25)00126-2. Advance online publication.

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