1. Assessing clinical heterogeneity in sepsis through treatment patterns and machine learning. (17th July 2019) Authors: Fohner, Alison E; Greene, John D; Lawson, Brian L; Chen, Jonathan H; Kipnis, Patricia; Escobar, Gabriel J; Liu, Vincent X Journal: Journal of the American Medical Informatics Association Issue: Volume 26:Number 12(2019) Page Start: 1466 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Development of a healthcare system COVID Hotspotting Score in California: an observational study with prospective validation. Issue 7 (26th July 2021) Authors: Liu, Vincent X; Thai, Khanh K; Galin, Jessica; Gerstley, Lawrence David; Myers, Laura C; Parodi, Stephen M; Chen, Yi-Fen Irene; Goler, Nancy; Escobar, Gabriel J; Kipnis, Patricia Journal: BMJ open Issue: Volume 11:Issue 7(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Effectiveness of Respiratory Syncytial Virus Immunoprophylaxis in Reducing Bronchiolitis Hospitalizations Among High-Risk Infants. Issue 7 (17th January 2018) Authors: Wu, Pingsheng; Escobar, Gabriel J; Gebretsadik, Tebeb; Carroll, Kecia N; Li, Sherian X; Walsh, Eileen M; Mitchel, Edward F; Sloan, Chantel; Dupont, William D; Yu, Chang; Horner, Jeffrey R; Hartert, Tina V Journal: American journal of epidemiology Issue: Volume 187:Issue 7(2018) Page Start: 1490 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Evaluation of an intervention targeted with predictive analytics to prevent readmissions in an integrated health system: observational study. (11th August 2021) Authors: Marafino, Ben J; Escobar, Gabriel J; Baiocchi, Michael T; Liu, Vincent X; Plimier, Colleen C; Schuler, Alejandro Journal: BMJ Issue: Volume 374(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Exploratory analysis of novel electronic health record variables for quantification of healthcare delivery strain, prediction of mortality, and prediction of imminent discharge. (15th March 2022) Authors: Lee, Catherine; Lawson, Brian L; Mann, Ariana J; Liu, Vincent X; Myers, Laura C; Schuler, Alejandro; Escobar, Gabriel J Journal: Journal of the American Medical Informatics Association Issue: Volume 29:Number 6(2022) Page Start: 1078 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Predictive Models for In‐Hospital Deterioration in Ward Patients. Issue 10 (1st October 2021) Authors: Escobar, Gabriel J; Myers, Laura C; Liu, Vincent X Journal: Journal of hospital medicine Issue: Volume 16:Issue 10(2021) Page Start: 640 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Statistical Modeling and Aggregate‐Weighted Scoring Systems in Prediction of Mortality and ICU Transfer: A Systematic Review. Issue 3 (1st March 2019) Authors: Linnen, Daniel T; Escobar, Gabriel J; Hu, Xiao; Scruth, Elizabeth; Liu, Vincent; Stephens, Caroline Journal: Journal of hospital medicine Issue: Volume 14:Issue 3(2019) Page Start: 161 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗