Using Machine Learning to Predict ICU Transfer in Hospitalized COVID-19 Patients

by Fu-Yuan Cheng, Himanshu Joshi, Pranai Tandon, Robert Freeman, David L Reich, Madhu Mazumdar, Roopa Kohli-Seth, Matthew Levin, Prem Timsina, Arash Kia
Published 2020-06-01

Predicting adult neuroscience intensive care unit admission from emergency department triage using a retrospective, tabular-free text machine learning approach

by Eyal Klang, Benjamin R. Kummer, Neha S. Dangayach, Amy Zhong, M. Arash Kia, Prem Timsina, Ian Cossentino, Anthony B. Costa, Matthew A. Levin, Eric K. Oermann
Published 2021-01-01

MEWS++: Enhancing the Prediction of Clinical Deterioration in Admitted Patients through a Machine Learning Model

by Arash Kia, Prem Timsina, Himanshu N. Joshi, Eyal Klang, Rohit R. Gupta, Robert M. Freeman, David L Reich, Max S Tomlinson, Joel T Dudley, Roopa Kohli-Seth, Madhu Mazumdar, Matthew A Levin
Published 2020-01-01

Risk of stroke in hospitalized SARS-CoV-2 infected patients: A multinational study

by Shima Shahjouei, Soheil Naderi, Jiang Li, Ayesha Khan, Durgesh Chaudhary, Ghasem Farahmand, Shailesh Male, Christoph Griessenauer, Mirna Sabra, Stefania Mondello, Achille Cernigliaro, Faezeh Khodadadi, Apoorva Dev, Nitin Goyal, Sakineh Ranji-Burachaloo, Oluwaseyi Olulana, Venkatesh Avula, Seyed Amir Ebrahimzadeh, Orkhan Alizada, Mehmet Murat Hancı, Askar Ghorbani, Alaleh Vaghefi far, Annemarei Ranta, Martin Punter, Mahtab Ramezani, Nima Ostadrahimi, Georgios Tsivgoulis, Paraskevi C. Fragkou, Peyman Nowrouzi-Sohrabi, Emmanouil Karofylakis, Sotirios Tsiodras, Saeideh Neshin Aghayari Sheikh, Alia Saberi, Mika Niemelä, Behnam Rezai Jahromi, Ashkan Mowla, Mahsa Mashayekhi, Reza Bavarsad Shahripour, Seyed Aidin Sajedi, Mohammad Ghorbani, Arash Kia, Nasrin Rahimian, Vida Abedi, Ramin Zand
Published 2020-09-01

Retrospective cohort study of clinical characteristics of 2199 hospitalised patients with COVID-19 in New York City

by Girish N Nadkarni, Zahi A Fayad, Benjamin S Glicksberg, David L Reich, Prem Timsina, Arash Kia, Patricia Kovatch, Jessica K De Freitas, Paul O’Reilly, Allan Just, Dennis Charney, Ishan Paranjpe, Ross O'Hagan, Adam J Russak, Anuradha Lala, Riccardo Miotto, Akhil Vaid, Kipp W Johnson, Matteo Danieletto, Eddye Golden, Dara Meyer, Manbir Singh, Sulaiman Somani, Arjun Kapoor, Sayan Manna, Udit Nangia, Suraj K Jaladanki, Laura M Huckins, Patricia Glowe, Robert M Freeman, Matthew A Levin, Jeffrey Jhang, Adolfo Firpo, Joseph Finkelstein, Judith A Aberg, Emilia Bagiella, Carol R Horowitz, Barbara Murphy, Eric J Nestler, V Fuster, Carlos Cordon-Cardo, Erwin P Bottinger, Alexander W Charney
Published 2020-11-01