Posts Tagged ‘Machine Learning’
Machine 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 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.…
Read MoreAKI Treated with Renal Replacement Therapy in Critically Ill Patients with COVID-19.
Link: https://doi.org/10.1681/ASN.2020060897 Authors: Gupta, Shruti; Coca, Steven G; Chan, Lili; Melamed, Michal L; Brenner, Samantha K; Hayek, Salim S; Sutherland, Anne; Puri, Sonika; Srivastava, Anand; Leonberg-Yoo, Amanda; Shehata, Alexandre M; Flythe, Jennifer E; Rashidi, Arash; Schenck, Edward J; Goyal, Nitender; Hedayati, S Susan; Dy, Rajany; Bansal, Anip; Athavale, Ambarish; Nguyen, H Bryant; Vijayan, Anitha; Charytan,…
Read MoreIncorporating kidney disease measures into cardiovascular risk prediction: Development and validation in 9 million adults from 72 datasets.
Link: https://doi.org/10.1016/j.eclinm.2020.100552 Authors: Matsushita, Kunihiro; Jassal, Simerjot K; Sang, Yingying; Ballew, Shoshana H; Grams, Morgan E; Surapaneni, Aditya; Arnlov, Johan; Bansal, Nisha; Bozic, Milica; Brenner, Hermann; Brunskill, Nigel J; Chang, Alex R; Chinnadurai, Rajkumar; Cirillo, Massimo; Correa, Adolfo; Ebert, Natalie; Eckardt, Kai-Uwe; Gansevoort, Ron T; Gutierrez, Orlando; Hadaegh, Farzad; He, Jiang; Hwang, Shih-Jen; Jafar, Tazeen…
Read MoreOutcomes of critically ill solid organ transplant patients with COVID-19 in the United States.
Link: https://doi.org/10.1111/ajt.16280 Authors: Molnar, Miklos Z; Bhalla, Anshul; Azhar, Ambreen; Tsujita, Makoto; Talwar, Manish; Balaraman, Vasanthi; Sodhi, Amik; Kadaria, Dipen; Eason, James D; Hayek, Salim S; Coca, Steven G; Shaefi, Shahzad; Neyra, Javier A; Gupta, Shruti; Leaf, David E; Kovesdy, Csaba P; , Abstract: National data on patient characteristics, treatment, and outcomes of critically ill…
Read MoreAnticoagulation, Bleeding, Mortality, and Pathology in Hospitalized Patients With COVID-19.
Link: https://doi.org/S0735-1097(20)36408-1 Authors: Nadkarni, Girish N; Lala, Anuradha; Bagiella, Emilia; Chang, Helena L; Moreno, Pedro R; Pujadas, Elisabet; Arvind, Varun; Bose, Sonali; Charney, Alexander W; Chen, Martin D; Cordon-Cardo, Carlos; Dunn, Andrew S; Farkouh, Michael E; Glicksberg, Benjamin S; Kia, Arash; Kohli-Seth, Roopa; Levin, Matthew A; Timsina, Prem; Zhao, Shan; Fayad, Zahi A; Fuster, Valentin…
Read MoreCharacterization of Patients Who Return to Hospital Following Discharge from Hospitalization for COVID-19.
Link: https://doi.org/10.1007/s11606-020-06120-6 Authors: Somani, Sulaiman S; Richter, Felix; Fuster, Valentin; De Freitas, Jessica K; Naik, Nidhi; Sigel, Keith; , ; Bottinger, Erwin P; Levin, Matthew A; Fayad, Zahi; Just, Allan C; Charney, Alexander W; Zhao, Shan; Glicksberg, Benjamin S; Lala, Anuradha; Nadkarni, Girish N Abstract: Data on patients with coronavirus disease 2019 (COVID-19) who return…
Read MoreFederated Learning of Electronic Health Records Improves Mortality Prediction in Patients Hospitalized with COVID-19.
Link: https://doi.org/10.1101/2020.08.11.20172809 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;…
Read MoreConversion of Urine Protein-Creatinine Ratio or Urine Dipstick Protein to Urine Albumin-Creatinine Ratio for Use in Chronic Kidney Disease Screening and Prognosis : An Individual Participant-Based Meta-analysis.
Link: https://doi.org/10.7326/M20-0529 Authors: Sumida, Keiichi; Nadkarni, Girish N; Grams, Morgan E; Sang, Yingying; Ballew, Shoshana H; Coresh, Josef; Matsushita, Kunihiro; Surapaneni, Aditya; Brunskill, Nigel; Chadban, Steve J; Chang, Alex R; Cirillo, Massimo; Daratha, Kenn B; Gansevoort, Ron T; Garg, Amit X; Iacoviello, Licia; Kayama, Takamasa; Konta, Tsuneo; Kovesdy, Csaba P; Lash, James; Lee, Brian J;…
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