Machine learning models to predict end-stage kidney disease in chronic kidney disease stage 4
Takkavatakarn, Kullaya, Oh, Wonsuk, Cheng, Ella, Nadkarni, Girish N, Chan, Lili
Published in BMC nephrology (19.12.2023)
Published in BMC nephrology (19.12.2023)
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Journal Article
High physical activity alleviates the adverse effect of higher sedentary time on the incidence of chronic kidney disease
Oh, Wonsuk, Cho, Minhae, Jung, Su Woong, Moon, Ju‐Young, Lee, Sang‐Ho, Hwang, You‐Cheol, Kim, Yang Gyun
Published in Journal of cachexia, sarcopenia and muscle (01.02.2023)
Published in Journal of cachexia, sarcopenia and muscle (01.02.2023)
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Journal Article
Joint Modeling of Social Determinants and Clinical Factors to Define Subphenotypes in Out-of-Hospital Cardiac Arrest Survival: Cluster Analysis
Abbott, Ethan E, Oh, Wonsuk, Dai, Yang, Feuer, Cole, Chan, Lili, Carr, Brendan G, Nadkarni, Girish N
Published in JMIR aging (06.12.2023)
Published in JMIR aging (06.12.2023)
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Journal Article
Use of a Policy Tree Algorithm to Identify Maximal Treatment Effect of Crystalloid Therapy in a Cohort of Critically Ill Patients With Sepsis: FR-PO062
Oh, Wonsuk, Kittrell, Hannah, Nadkarni, Girish N.
Published in Journal of the American Society of Nephrology (01.11.2022)
Published in Journal of the American Society of Nephrology (01.11.2022)
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Journal Article
IMPACT OF VACCINATION ON MAJOR ADVERSE CARDIOVASCULAR EVENTS AMONG PATIENTS WITH COVID-19
Jiang, Joy, Chan, Lili, Narula, Jagat, Oh, Wonsuk, Nadkarni, Girish
Published in Journal of the American College of Cardiology (07.03.2023)
Published in Journal of the American College of Cardiology (07.03.2023)
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Journal Article
Impact of Vaccination on Major Adverse Cardiovascular Events in Patients With COVID-19 Infection
Jiang, Joy, Chan, Lili, Kauffman, Justin, Narula, Jagat, Charney, Alexander W., Oh, Wonsuk, Nadkarni, Girish
Published in Journal of the American College of Cardiology (07.03.2023)
Published in Journal of the American College of Cardiology (07.03.2023)
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Journal Article
Federated Learning in Health care Using Structured Medical Data
Oh, Wonsuk, Nadkarni, Girish N
Published in Advances in kidney disease and health (Online) (01.01.2023)
Published in Advances in kidney disease and health (Online) (01.01.2023)
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Journal Article
Machine learning derived serum creatinine trajectories in acute kidney injury in critically ill patients with sepsis
Takkavatakarn, Kullaya, Oh, Wonsuk, Chan, Lili, Hofer, Ira, Shawwa, Khaled, Kraft, Monica, Shah, Neomi, Kohli-Seth, Roopa, Nadkarni, Girish N, Sakhuja, Ankit
Published in Critical care (London, England) (10.05.2024)
Published in Critical care (London, England) (10.05.2024)
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Journal Article
Feasibility Study of a Machine Learning Approach to Predict Dementia Progression
Chih-Lin Chi, Wonsuk Oh, Borson, Soo
Published in 2015 International Conference on Healthcare Informatics (01.10.2015)
Published in 2015 International Conference on Healthcare Informatics (01.10.2015)
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Conference Proceeding
Using sequence clustering to identify clinically relevant subphenotypes in patients with COVID-19 admitted to the intensive care unit
Oh, Wonsuk, Jayaraman, Pushkala, Sawant, Ashwin S, Chan, Lili, Levin, Matthew A, Charney, Alexander W, Kovatch, Patricia, Glicksberg, Benjamin S, Nadkarni, Girish N
Published in Journal of the American Medical Informatics Association : JAMIA (29.01.2022)
Published in Journal of the American Medical Informatics Association : JAMIA (29.01.2022)
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Journal Article
A novel method leveraging time series data to improve subphenotyping and application in critically ill patients with COVID-19
Oh, Wonsuk, Jayaraman, Pushkala, Tandon, Pranai, Chaddha, Udit S., Kovatch, Patricia, Charney, Alexander W., Glicksberg, Benjamin S., Nadkarni, Girish N.
Published in Artificial intelligence in medicine (01.02.2024)
Published in Artificial intelligence in medicine (01.02.2024)
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Journal Article
A Computational Method for Learning Disease Trajectories From Partially Observable EHR Data
Oh, Wonsuk, Steinbach, Michael S., Castro, M. Regina, Peterson, Kevin A., Kumar, Vipin, Caraballo, Pedro J., Simon, Gyorgy J.
Published in IEEE journal of biomedical and health informatics (01.07.2021)
Published in IEEE journal of biomedical and health informatics (01.07.2021)
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Journal Article
Machine Learning Models Uncover Subphenotypes of AKI With Unique Signatures That Associate With Differing Clinical Outcomes: TH-OR07
Vasquez-Rios, George, Oh, Wonsuk, Lee, Samuel, Bhatraju, Pavan K., Mansour, Sherry, Moledina, Dennis G., Siew, Edward D., Garg, Amit X., Chinchilli, Vernon M., Kaufman, James S., Hsu, Chi-yuan, Liu, Kathleen D., Kimmel, Paul L., Go, Alan S., Wurfel, Mark M., Himmelfarb, Jonathan, Parikh, Chirag R., Coca, Steven G., Nadkarni, Girish N.
Published in Journal of the American Society of Nephrology (01.11.2022)
Published in Journal of the American Society of Nephrology (01.11.2022)
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Journal Article
Joint Modeling of Clinical and Biomarker Data in Acute Kidney Injury Defines Unique Subphenotypes with Differing Outcomes
Vasquez-Rios, George, Oh, Wonsuk, Lee, Samuel, Bhatraju, Pavan, Mansour, Sherry G, Moledina, Dennis G, Gulamali, Faris F, Siew, Edward D, Garg, Amit X, Sarder, Pinaki, Chinchilli, Vernon M, Kaufman, James S, Hsu, Chi-Yuan, Liu, Kathleen D, Kimmel, Paul L, Go, Alan S, Wurfel, Mark M, Himmelfarb, Jonathan, Parikh, Chirag R, Coca, Steven G, Nadkarni, Girish N
Published in Clinical journal of the American Society of Nephrology (01.06.2023)
Published in Clinical journal of the American Society of Nephrology (01.06.2023)
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Journal Article
Discrepancy between predicted and measured exercise intensity for eliciting the maximal rate of lipid oxidation
Kittrell, Hannah D., DiMenna, Fred J., Arad, Avigdor D., Oh, Wonsuk, Hofer, Ira, Walker, Ryan W., Loos, Ruth J.F., Albu, Jeanine B., Nadkarni, Girish N.
Published in Nutrition, metabolism, and cardiovascular diseases (01.11.2023)
Published in Nutrition, metabolism, and cardiovascular diseases (01.11.2023)
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Journal Article