Recent Publications

Peer-reviewed articles by Computational Precision Health faculty and students (select list).

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. 

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. 

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.

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. 

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.

Mahajan, A., Obermeyer, Z., Daneshjou, R. et al. Cognitive bias in clinical large language models. npj Digit. Med. 8, 428 (2025).

Zhu, M., Lin, H., Jiang, J., Jinia, A. J., Jee, J., Pichotta, K., Waters, M., Rose, D., Schultz, N., Chalise, S., Valleru, L., Morin, O., Moran, J., Deasy, J. O., Pilai, S., Nichols, C., Riely, G., Braunstein, L. Z., & Li, A. (2025). Large language model trained on clinical oncology data predicts cancer progression. NPJ digital medicine, 8(1), 397.

Shete, P., Santos, N., Spindler, H., León, T., Petersen, M., Kilpatrick, A. M., … & Aragón, T. (2025). Building an agile state-wide research infrastructure to address COVID-19 and emerging threats: insights from an equity-centered public health and academic collaboration in California. Frontiers in Public Health, 13, 1549326. 

Digitale, J., Franzon, D., Ge, J., McCulloch, C., Pletcher, M. J., & Gennatas, E. D. (2025). Expert-augmented machine learning for predicting extubation readiness in the pediatric intensive care unit. BMC medical informatics and decision making, 25(1), 232. 

Israni, S., Bader, G. D., Baranzini, S. E., Capra, J. A., Sirota, M., Theodoris, C. V., & Ye, C. J. (2025). PRECISION MEDICINE: CROSSING THE BIOMEDICAL SCALES WITH AI. The Journal of Precision Medicine: Health and Disease, 100010.

Leone, M., Martin-Loeches, I., & Pirracchio, R. (2025). Humans versus machine learning models: improving the outcome of trauma patients. The Lancet Regional Health-Europe, 55, 101356. 

Aiken, E., Ashraf, A., Blumenstock, J., Guiteras, R., & Mobarak, A. M. (2025). Scalable Targeting of Social Protection: When Do Algorithms Out-Perform Surveys and Community Knowledge? (No. w33919). National Bureau of Economic Research.

Rudrapatna, V.A., Ravindranath, V.G., Arneson, D.V. … Butte, A. J., Wang, S. From trial data to personalized medicine: a validated framework with an application to Crohn’s disease. npj Digit. Med. 8, 327 (2025).  

Barrios, J., Porter, E., Capaldi, D. P., Upadhaya, T., Chen, W. C., Perks, J. R., Apte, A., Aristophanous, M., LoCastro, E., Hsu, D., Stone, P. H., Villanueva-Meyer, J. E., Valdes, G., Jiang, F., Maddalena, M., Ballangrud, A., Prezelski, K., Lin, H., Sun, J. Y., … Sheng, K., … Morin, O. (2025). Multi-institutional Atlas of brain metastases informs spatial modeling for Precision Imaging and personalized therapy. Nature Communications, 16(1).

Chang, C., Chen, J. J., Feng, J., Friesner, I., Mohindra, S., Boreta, L., Rabow, M. W., Braunstein, S. E., Benson, R., & Hong, J. C. (2025). Patterns in symptoms preceding acute care in patients with cancer. JAMA Network Open, 8(4).