4research
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)…
Read MoreAssociation 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…
Read MoreUse 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…
Read MoreExtracorporeal 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,…
Read MoreFederated 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;…
Read MoreThrombosis, Bleeding, and the Observational Effect of Early Therapeutic Anticoagulation on Survival in Critically Ill Patients With COVID-19.
Link: https://doi.org/10.7326/M20-6739 Authors: Al-Samkari, Hanny; Gupta, Shruti; Leaf, Rebecca Karp; Wang, Wei; Rosovsky, Rachel P; Brenner, Samantha K; Hayek, Salim S; Berlin, Hanna; Kapoor, Rajat; Shaefi, Shahzad; Melamed, Michal L; Sutherland, Anne; Radbel, Jared; Green, Adam; Garibaldi, Brian T; Srivastava, Anand; Leonberg-Yoo, Amanda; Shehata, Alexandre M; Flythe, Jennifer E; Rashidi, Arash; Goyal, Nitender; Chan, Lili;…
Read MoreContrastive Learning Improves Critical Event Prediction in COVID-19 Patients.
Link: https://doi.org/arXiv:2101.04013v1 Authors: Wanyan, Tingyi; Honarvar, Hossein; Jaladanki, Suraj K; Zang, Chengxi; Naik, Nidhi; Somani, Sulaiman; Freitas, Jessica K De; Paranjpe, Ishan; Vaid, Akhil; Miotto, Riccardo; Nadkarni, Girish N; Zitnik, Marinka; ArifulAzad, ; Wang, Fei; Ding, Ying; Glicksberg, Benjamin S Abstract: Machine Learning (ML) models typically require large-scale, balanced training data to be robust, generalizable,…
Read MoreHyperglycemia is Associated With Increased Mortality in Critically Ill Patients With COVID-19.
Link: https://doi.org/S1530-891X(21)00005-7 Authors: Mazori, Alon Y; Bass, Ilana Ramer; Chan, Lili; Mathews, Kusum S; Altman, Deena R; Saha, Aparna; Soh, Howard; Wen, Huei Hsun; Bose, Sonali; Leven, Emily; Wang, Jing Gennie; Mosoyan, Gohar; Pattharanitima, Pattharawin; Greco, Giampaolo; Gallagher, Emily J Abstract: To explore the relationship between hyperglycemia in the presence and absence of diabetes mellitus…
Read MoreIncreasing Prevalence of Frailty and Its Association with Readmission and Mortality Among Hospitalized Patients with IBD.
Link: https://doi.org/10.1007/s10620-020-06746-w Authors: Faye, Adam S; Wen, Timothy; Soroush, Ali; Ananthakrishnan, Ashwin N; Ungaro, Ryan; Lawlor, Garrett; Attenello, Frank J; Mack, William J; Colombel, Jean-Frederic; Lebwohl, Benjamin Abstract: Although age is often used as a clinical risk stratification tool, recent data have suggested that adverse outcomes are driven by frailty rather than chronological age. In…
Read MoreSex differences in viral entry protein expression and host transcript responses to SARS-CoV-2.
Link: https://doi.org/rs.3.rs-100914 Authors: Sun, Mengying; Shankar, Rama; Ko, Meehyun; Chang, Christopher Daniel; Yeh, Shan-Ju; Li, Shilong; Liu, Ke; Zhou, Guoli; Xing, Jing; VanVelsen, Austin; VanVelsen, Tyler; Paithankar, Shreya; Feng, Benjamin Y; Young, Krista; Strug, Michael; Turco, Lauren; Wang, Zichen; Schadt, Eric; Chen, Rong; Li, Xiaohong; Oskotsky, Tomiko; Sirota, Marina; Glicksberg, Benjamin S; Nadkarni, Girish N;…
Read More