Population‐level management of type 1 diabetes via continuous glucose monitoring and algorithm‐enabled patient prioritization: Precision health meets population health JO Ferstad, JJ Vallon, D Jun, A Gu, A Vitko, DP Morales, J Leverenz, ... Pediatric diabetes 22 (7), 982-991, 2021 | 27 | 2021 |
A model to estimate bed demand for COVID-19 related hospitalization T Zhang, K McFarlane, J Vallon, L Yang, J Xie, J Blanchet, P Glynn, ... medRxiv, 2020.03. 24.20042762, 2020 | 24 | 2020 |
Effectiveness of face masks in reducing the spread of COVID-19: a model-based analysis IJ Rao, JJ Vallon, ML Brandeau Medical Decision Making 41 (8), 988-1003, 2021 | 18 | 2021 |
Operationally-informed hospital-wide discharge prediction using machine learning A Ward, A Mann, J Vallon, G Escobar, N Bambos, A Schuler 2020 IEEE International Conference on E-Health Networking, Application …, 2021 | 3 | 2021 |
A model of bed demand to facilitate the implementation of data-driven recommendations for COVID-19 capacity management T Zhang, K McFarlane, J Vallon, L Yang, J Xie, J Blanchet, P Glynn, ... | 3 | 2020 |
A model to estimate bed demand for COVID-19 related hospitalization. medRxiv 2020; 26 mar T Zhang, K McFarlane, J Vallon, L Yang, J Xie, J Blanchet | 3 | |
Patient-Level Clinical Expertise Enhances Prostate Cancer Recurrence Predictions with Machine Learning JJ Vallon, N Panjwani, X Ling, S Vij, S Srinivas, J Leppert, M Bayati, ... medRxiv, 2022.03. 22.22272635, 2022 | 2 | 2022 |
Clinically Consistent Prostate Cancer Outcome Prediction Models with Machine Learning JJ Vallon, N Panjwani, X Ling, S Vij, E Pollom, HP Bagshaw, S Srinivas, ... International Journal of Radiation Oncology, Biology, Physics 114 (3), e126-e127, 2022 | | 2022 |
Understanding CGM Metrics in Children with T1D Before and After the COVID-19 Shelter-in-Place Order L Ekhlaspour, JJ Vallon, J Ngo, P Prahalad, D Scheinker, DM Maahs Diabetes, 2021 | | 2021 |
1185-P: A Telemedicine-CGM Recommendation System for Personalized Population Health Management J Vallon, AT Ward, P Prahalad, KK Hood, DM Maahs, D Scheinker Diabetes 69 (Supplement_1), 2020 | | 2020 |
A model to estimate bed demand for COVID-19 related hospitalization (preprint) T Zhang, K McFarlane, J Vallon, L Yang, J Xie, J Blanchet, P Glynn, ... | | 2020 |
Interactive Model for Hospitals to Estimate COVID-19-Related Bed and Ventilator Demand Developed by Stanford Medicine-Engineering Partnership (4/7) K McFarlane, T Zhang, J Vallon, BS BA, L Yang, J Xie, P Glynn, ... | | |