Derivation and validation of a machine learning risk score using biomarker and electronic patient data to predict progression of diabetic kidney disease.

Link: https://doi.org/10.1007/s00125-021-05444-0 Authors: Chan, Lili; Nadkarni, Girish N; Fleming, Fergus; McCullough, James R; Connolly, Patricia; Mosoyan, Gohar; El Salem, Fadi; Kattan, Michael W; Vassalotti, Joseph A; Murphy, Barbara; Donovan, Michael J; Coca, Steven G; Damrauer, Scott M Abstract: Predicting progression in diabetic kidney disease (DKD) is critical to improving outcomes. We sought to develop/validate a…

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Genetic discovery and risk characterization in type 2 diabetes across diverse populations.

Link: https://doi.org/10.1016/j.xhgg.2021.100029 Authors: Polfus, Linda M; Darst, Burcu F; Highland, Heather; Sheng, Xin; Ng, Maggie C Y; Below, Jennifer E; Petty, Lauren; Bien, Stephanie; Sim, Xueling; Wang, Wei; Fontanillas, Pierre; Patel, Yesha; , ; , ; , ; Preuss, Michael; Schurmann, Claudia; Du, Zhaohui; Lu, Yingchang; Rhie, Suhn K; Mercader, Joseph M; Tusie-Luna, Teresa; González-Villalpando,…

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Impact of the COVID-19 Pandemic on Nephrology Fellow Training and Well-Being in the United States: A National Survey.

Link: https://doi.org/10.1681/ASN.2020111636 Authors: Pivert, Kurtis A; Boyle, Suzanne M; Halbach, Susan M; Chan, Lili; Shah, Hitesh H; Waitzman, Joshua S; Mehdi, Ali; Norouzi, Sayna; Sozio, Stephen M Abstract: The coronavirus disease 2019 (COVID-19) pandemic’s effects on nephrology fellows’ educational experiences, preparedness for practice, and emotional wellbeing are unknown. We recruited current adult and pediatric fellows…

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Comparison of Approaches for Prediction of Renal Replacement Therapy-Free Survival in Patients with Acute Kidney Injury.

Link: https://doi.org/10.1159/000513700 Authors: Pattharanitima, Pattharawin; Vaid, Akhil; Jaladanki, Suraj K; Paranjpe, Ishan; O’Hagan, Ross; Chauhan, Kinsuk; Van Vleck, Tielman T; Duffy, Aine; Chaudhary, Kumardeep; Glicksberg, Benjamin S; Neyra, Javier A; Coca, Steven G; Chan, Lili; Nadkarni, Girish N Abstract: Acute kidney injury (AKI) in critically ill patients is common, and continuous renal replacement therapy (CRRT)…

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Association of SARS-CoV-2 viral load at admission with in-hospital acute kidney injury: A retrospective cohort study.

Link: https://doi.org/10.1371/journal.pone.0247366 Authors: Paranjpe, Ishan; Chaudhary, Kumardeep; Johnson, Kipp W; Jaladanki, Suraj K; Zhao, Shan; De Freitas, Jessica K; Pujdas, Elisabet; Chaudhry, Fayzan; Bottinger, Erwin P; Levin, Matthew A; Fayad, Zahi A; Charney, Alexander W; Houldsworth, Jane; Cordon-Cardo, Carlos; Glicksberg, Benjamin S; Nadkarni, Girish N Abstract: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and the…

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Use of Physiological Data From a Wearable Device to Identify SARS-CoV-2 Infection and Symptoms and Predict COVID-19 Diagnosis: Observational Study.

Link: https://doi.org/10.2196/26107 Authors: Hirten, Robert P; Danieletto, Matteo; Tomalin, Lewis; Choi, Katie Hyewon; Zweig, Micol; Golden, Eddye; Kaur, Sparshdeep; Helmus, Drew; Biello, Anthony; Pyzik, Renata; Charney, Alexander; Miotto, Riccardo; Glicksberg, Benjamin S; Levin, Matthew; Nabeel, Ismail; Aberg, Judith; Reich, David; Charney, Dennis; Bottinger, Erwin P; Keefer, Laurie; Suarez-Farinas, Mayte; Nadkarni, Girish N; Fayad, Zahi A…

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Extracorporeal membrane oxygenation in patients with severe respiratory failure from COVID-19.

Link: https://doi.org/10.1007/s00134-020-06331-9 Authors: Shaefi, Shahzad; Brenner, Samantha K; Gupta, Shruti; O’Gara, Brian P; Krajewski, Megan L; Charytan, David M; Chaudhry, Sobaata; Mirza, Sara H; Peev, Vasil; Anderson, Mark; Bansal, Anip; Hayek, Salim S; Srivastava, Anand; Mathews, Kusum S; Johns, Tanya S; Leonberg-Yoo, Amanda; Green, Adam; Arunthamakun, Justin; Wille, Keith M; Shaukat, Tanveer; Singh, Harkarandeep; Admon,…

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Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach.

Link: https://doi.org/10.2196/24207 Authors: Vaid, Akhil; Jaladanki, Suraj K; Xu, Jie; Teng, Shelly; Kumar, Arvind; Lee, Samuel; Somani, Sulaiman; Paranjpe, Ishan; De Freitas, Jessica K; Wanyan, Tingyi; Johnson, Kipp W; Bicak, Mesude; Klang, Eyal; Kwon, Young Joon; Costa, Anthony; Zhao, Shan; Miotto, Riccardo; Charney, Alexander W; Böttinger, Erwin; Fayad, Zahi A; Nadkarni, Girish N; Wang, Fei;…

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