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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Journal Article
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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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)
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Journal Article
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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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)
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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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Paper
Journal Article
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 (01.01.2022)
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Published in BMC Medicine (01.01.2022)
Journal Article
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
Year of Publication 01.08.2021
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Year of Publication 01.08.2021
Journal Article
Interpretation of temporal and spatial trends of SARS-CoV-2 RNA in San Francisco Bay Area wastewater
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, Payal Sarkar, White, Eileen, Kantor, Rose, Nelson, Kara L.
Published in Zenodo (CERN European Organization for Nuclear Research) (30.04.2021)
Published in Zenodo (CERN European Organization for Nuclear Research) (30.04.2021)
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