Inpatient Clinical Order Patterns Machine-Learned From Teaching Versus Attending-Only Medical Services

por Wang, Jason K., Schuler, Alejandro, Shah, Nigam H., Baiocchi, Michael T. M., Chen, Jonathan H.
Publicado 2018

Evaluation of an intervention targeted with predictive analytics to prevent readmissions in an integrated health system: observational study

por Marafino, Ben J, Escobar, Gabriel J, Baiocchi, Michael T, Liu, Vincent X, Plimier, Colleen C, Schuler, Alejandro
Publicado 2021

Assessment of Value of Neighborhood Socioeconomic Status in Models That Use Electronic Health Record Data to Predict Health Care Use Rates and Mortality

por Schuler, Alejandro, O’Súilleabháin, Liam, Rinetti-Vargas, Gina, Kipnis, Patricia, Barreda, Fernando, Liu, Vincent X, Sofrygin, Oleg, Escobar, Gabriel J.
Publicado 2020

The Presentation, Pace, and Profile of Infection and Sepsis Patients Hospitalized Through the Emergency Department: An Exploratory Analysis

por Liu, Vincent X., Bhimarao, Meghana, Greene, John D., Manickam, Raj N., Martinez, Adriana, Schuler, Alejandro, Barreda, Fernando, Escobar, Gabriel J.
Publicado 2021

Unsupervised Learning for Automated Detection of Coronary Artery Disease Subgroups

por Flores, Alyssa M., Schuler, Alejandro, Eberhard, Anne Verena, Olin, Jeffrey W., Cooke, John P., Leeper, Nicholas J., Shah, Nigam H., Ross, Elsie G.
Publicado 2021

Association of Hemoglobin A(1c) Levels With Use of Sulfonylureas, Dipeptidyl Peptidase 4 Inhibitors, and Thiazolidinediones in Patients With Type 2 Diabetes Treated With Metformin:...

por Vashisht, Rohit, Jung, Kenneth, Schuler, Alejandro, Banda, Juan M., Park, Rae Woong, Jin, Sanghyung, Li, Li, Dudley, Joel T., Johnson, Kipp W., Shervey, Mark M., Xu, Hua, Wu, Yonghui, Natrajan, Karthik, Hripcsak, George, Jin, Peng, Van Zandt, Mui, Reckard, Anthony, Reich, Christian G., Weaver, James, Schuemie, Martijn J., Ryan, Patrick B., Callahan, Alison, Shah, Nigam H.
Publicado 2018