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)
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Tools for interpretation of wastewater SARS-CoV-2 temporal and spatial trends demonstrated with data collected in the San Francisco Bay Area
Greenwald, Hannah D., Kennedy, Lauren C., Hinkle, Adrian, Whitney, Oscar N., Fan, Vinson B., Crits-Christoph, Alexander, Harris-Lovett, Sasha, Flamholz, Avi I., Al-Shayeb, Basem, Liao, Lauren D., Beyers, Matt, Brown, Daniel, Chakrabarti, Alicia R., Dow, Jason, Frost, Dan, Koekemoer, Mark, Lynch, Chris, Sarkar, Payal, White, Eileen, Kantor, Rose, Nelson, Kara L.
Published in Water research X (01.08.2021)
Published in Water research X (01.08.2021)
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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)
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174-OR: Identification of Gestational Diabetes (GDM) Subtypes via Machine Learning and Associations with Perinatal Complications
ZHU, YEYI, HARVILL, RACHEL, GREENBERG, MARA, NGO, AMANDA, LIAO, LAUREN D., CHEHAB, RANA F., FERRARA, ASSIAMIRA
Published in Diabetes (New York, N.Y.) (20.06.2023)
Published in Diabetes (New York, N.Y.) (20.06.2023)
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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)
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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)
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Prognostic Adjustment with Efficient Estimators to Unbiasedly Leverage Historical Data in Randomized Trials
Liao, Lauren D, Højbjerre-Frandsen, Emilie, Hubbard, Alan E, Schuler, Alejandro
Year of Publication 30.05.2023
Year of Publication 30.05.2023
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