Development and validation of prediction models for gestational diabetes treatment modality using supervised machine learning: a population-based cohort study
Liao, Lauren D, Ferrara, Assiamira, Greenberg, Mara B, Ngo, Amanda L, Feng, Juanran, Zhang, Zhenhua, Bradshaw, Patrick T, Hubbard, Alan E, Zhu, Yeyi
Published in BMC medicine (15.09.2022)
Published in BMC medicine (15.09.2022)
Get full text
Journal Article
Who is most at risk of dying if infected with SARS-CoV-2? A mortality risk factor analysis using machine learning of patients with COVID-19 over time: a large population-based cohort study in Mexico
Liao, Lauren D, Hubbard, Alan E, Gutierrez, Juan Pablo, Juárez-Flores, Arturo, Kikkawa, Kendall, Gupta, Ronit, Yarmolich, Yana, de Jesús Ascencio-Montiel, Iván, Bertozzi, Stefano M
Published in BMJ open (22.09.2023)
Published in BMJ open (22.09.2023)
Get full text
Journal Article
Prioritizing Variables for Observational Study Design using the Joint Variable Importance Plot
Liao, Lauren D., Zhu, Yeyi, Ngo, Amanda L., Chehab, Rana F., Pimentel, Samuel D.
Published in The American statistician (02.07.2024)
Published in The American statistician (02.07.2024)
Get full text
Journal Article
Prioritizing Variables for Observational Study Design using the Joint Variable Importance Plot
Liao, Lauren D, Zhu, Yeyi, Ngo, Amanda L, Chehab, Rana F, Pimentel, Samuel D
Published in arXiv.org (15.02.2024)
Published in arXiv.org (15.02.2024)
Get full text
Paper
Journal Article