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Jacqueline Vallon
Jacqueline Vallon
Verified email at stanford.edu
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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
262021
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
242020
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
172021
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
32021
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, ...
32020
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
12022
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, ...
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