4research
Relational Learning Improves Prediction of Mortality in COVID-19 in the Intensive Care Unit.
Link: https://doi.org/10.1109/tbdata.2020.3048644 Authors: Wanyan, Tingyi; Vaid, Akhil; De Freitas, Jessica K; Somani, Sulaiman; Miotto, Riccardo; Nadkarni, Girish N; Azad, Ariful; Ding, Ying; Glicksberg, Benjamin S Abstract: Traditional Machine Learning (ML) models have had limited success in predicting Coronoavirus-19 (COVID-19) outcomes using Electronic Health Record (EHR) data partially due to not effectively capturing the inter-connectivity patterns…
Read MorePrediction of Incident Heart Failure in TTR Val122Ile Carriers One Year Ahead of Diagnosis in a Multiethnic Biobank.
Link: https://doi.org/S0002-9149(20)31342-4 Authors: Chaudhary, Kumardeep; Petrazzini, Ben O; Narula, Jagat; Nadkarni, Girish N; Do, Ron Abstract:
Read MoreCOVID-19: The Kidneys Tell a Tale.
Link: https://doi.org/S0272-6386(20)31092-1 Authors: Chan, Lili; Hindi, Judy; Nadkarni, Girish N Abstract:
Read MoreRetrospective cohort study of clinical characteristics of 2199 hospitalised patients with COVID-19 in New York City.
Link: https://doi.org/10.1136/bmjopen-2020-040736 Authors: Paranjpe, Ishan; Russak, Adam J; De Freitas, Jessica K; Lala, Anuradha; Miotto, Riccardo; Vaid, Akhil; Johnson, Kipp W; Danieletto, Matteo; Golden, Eddye; Meyer, Dara; Singh, Manbir; Somani, Sulaiman; Kapoor, Arjun; O’Hagan, Ross; Manna, Sayan; Nangia, Udit; Jaladanki, Suraj K; O’Reilly, Paul; Huckins, Laura M; Glowe, Patricia; Kia, Arash; Timsina, Prem; Freeman, Robert…
Read MoreIntravenous alteplase for stroke with unknown time of onset guided by advanced imaging: systematic review and meta-analysis of individual patient data.
Link: https://doi.org/S0140-6736(20)32163-2 Authors: Thomalla, Götz; Boutitie, Florent; Ma, Henry; Koga, Masatoshi; Ringleb, Peter; Schwamm, Lee H; Wu, Ona; Bendszus, Martin; Bladin, Christopher F; Campbell, Bruce C V; Cheng, Bastian; Churilov, Leonid; Ebinger, Martin; Endres, Matthias; Fiebach, Jochen B; Fukuda-Doi, Mayumi; Inoue, Manabu; Kleinig, Timothy J; Latour, Lawrence L; Lemmens, Robin; Levi, Christopher R; Leys, Didier;…
Read MoreMachine Learning to Predict Mortality and Critical Events in a Cohort of Patients With COVID-19 in New York City: Model Development and Validation.
Link: https://doi.org/10.2196/24018 Authors: Vaid, Akhil; Somani, Sulaiman; Russak, Adam J; De Freitas, Jessica K; Chaudhry, Fayzan F; Paranjpe, Ishan; Johnson, Kipp W; Lee, Samuel J; Miotto, Riccardo; Richter, Felix; Zhao, Shan; Beckmann, Noam D; Naik, Nidhi; Kia, Arash; Timsina, Prem; Lala, Anuradha; Paranjpe, Manish; Golden, Eddye; Danieletto, Matteo; Singh, Manbir; Meyer, Dara; O’Reilly, Paul F;…
Read MoreSelf-reported health without clinically measurable benefits among adult users of multivitamin and multimineral supplements: a cross-sectional study.
Link: https://doi.org/10.1136/bmjopen-2020-039119 Authors: Paranjpe, Manish D; Chin, Alfred C; Paranjpe, Ishan; Reid, Nicholas J; Duy, Phan Q; Wang, Jason K; O’Hagan, Ross; Arzani, Artine; Haghdel, Arsalan; Lim, Clarence C; Orhurhu, Vwaire; Urits, Ivan; Ngo, Anh L; Glicksberg, Benjamin S; Hall, Kathryn T; Mehta, Darshan; Cooper, Richard S; Nadkarni, Girish N Abstract: Multiple clinical trials fail…
Read MoreMeta-analysis uncovers genome-wide significant variants for rapid kidney function decline.
Link: https://doi.org/S0085-2538(20)31239-4 Authors: Gorski, Mathias; Jung, Bettina; Li, Yong; Matias-Garcia, Pamela R; Wuttke, Matthias; Coassin, Stefan; Thio, Chris H L; Kleber, Marcus E; Winkler, Thomas W; Wanner, Veronika; Chai, Jin-Fang; Chu, Audrey Y; Cocca, Massimiliano; Feitosa, Mary F; Ghasemi, Sahar; Hoppmann, Anselm; Horn, Katrin; Li, Man; Nutile, Teresa; Scholz, Markus; Sieber, Karsten B; Teumer, Alexander;…
Read MoreOutcomes of Patients on Maintenance Dialysis Hospitalized with COVID-19.
Link: https://doi.org/10.2215/CJN.12360720 Authors: Chan, Lili; Jaladanki, Suraj K; Somani, Sulaiman; Paranjpe, Ishan; Kumar, Arvind; Zhao, Shan; Kaufman, Lewis; Leisman, Staci; Sharma, Shuchita; He, John Cijiang; Murphy, Barbara; Fayad, Zahi A; Levin, Matthew A; Bottinger, Erwin P; Charney, Alexander W; Glicksberg, Benjamin S; Coca, Steven G; Nadkarni, Girish N; , Abstract:
Read MoreSGLT2 Inhibitors: Emerging Roles in the Protection Against Cardiovascular and Kidney Disease Among Diabetic Patients.
Link: https://doi.org/10.2147/IJNRD.S268811 Authors: Vasquez-Rios, George; Nadkarni, Girish N Abstract: Type 2 diabetes mellitus (T2DM) is a prevalent disease with the severe clinical implications including myocardial infarction, stroke, and kidney disease. Therapies focusing on glycemic control in T2DM such as biguanides, sulfonylureas, thiazolidinediones, and insulin-based regimens have largely failed to substantially improve cardiovascular and kidney outcomes.…
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