Machine Learning Model for Outcome Prediction of Patients Suffering from Acute Diverticulitis Arriving at the Emergency Department—A Proof of Concept Study by Eyal Klang, Robert Freeman, Matthew A. Levin, Shelly Soffer, Yiftach Barash, Adi Lahat

Get full text

The fourth wave: vaccination status and intensive care unit mortality at a large hospital system in New York City by Pranai Tandon, Evan Leibner, Anna Hackett, Katherine Maguire, Kayla Leonardi, Matthew A. Levin, Roopa Kohli-Seth

Get full text

Obesity as a mortality risk factor in the medical ward: a case control study by Shelly Soffer, Eyal Zimlichman, Benjamin S. Glicksberg, Orly Efros, Matthew A. Levin, Robert Freeman, David L. Reich, Eyal Klang

Get full text

Machine learning to predict in‐hospital mortality among patients with severe obesity: Proof of concept study by Shelly Soffer, Eyal Zimlichman, Matthew A. Levin, Alexis M. Zebrowski, Benjamin S. Glicksberg, Robert Freeman, David L. Reich, Eyal Klang

Get full text

Synergistic effect of hypoalbuminaemia and hypotension in predicting in-hospital mortality and intensive care admission: a retrospective cohort study by Eyal Klang, Shelly Soffer, Eyal Zimlichman, Benjamin S Glicksberg, Robert Freeman, David L Reich, Matthew A Levin, E Grossman, Alexis Zebrowski

Get full text

Informative Censoring—A Cause of Bias in Estimating COVID-19 Mortality Using Hospital Data by Hung-Mo Lin, Sean T. H. Liu, Matthew A. Levin, John Williamson, Nicole M. Bouvier, Judith A. Aberg, David Reich, Natalia Egorova

Get full text

A Simple Free-Text-like Method for Extracting Semi-Structured Data from Electronic Health Records: Exemplified in Prediction of In-Hospital Mortality by Eyal Klang, Matthew A. Levin, Shelly Soffer, Alexis Zebrowski, Benjamin S. Glicksberg, Brendan G. Carr, Jolion Mcgreevy, David L. Reich, Robert Freeman

Get full text

Assessing calibration and bias of a deployed machine learning malnutrition prediction model within a large healthcare system by Lathan Liou, Erick Scott, Prathamesh Parchure, Yuxia Ouyang, Natalia Egorova, Robert Freeman, Ira S. Hofer, Girish N. Nadkarni, Prem Timsina, Arash Kia, Matthew A. Levin

Get full text

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

Get full text

A Hybrid Decision Tree and Deep Learning Approach Combining Medical Imaging and Electronic Medical Records to Predict Intubation Among Hospitalized Patients With COVID-19: Algorith... by Kim-Anh-Nhi Nguyen, Pranai Tandon, Sahar Ghanavati, Satya Narayana Cheetirala, Prem Timsina, Robert Freeman, David Reich, Matthew A Levin, Madhu Mazumdar, Zahi A Fayad, Arash Kia

Get full text

Development and Validation of a Deep Learning Classifier Using Chest Radiographs to Predict Extubation Success in Patients Undergoing Invasive Mechanical Ventilation by Pranai Tandon, Kim-Anh-Nhi Nguyen, Masoud Edalati, Prathamesh Parchure, Ganesh Raut, David L. Reich, Robert Freeman, Matthew A. Levin, Prem Timsina, Charles A. Powell, Zahi A. Fayad, Arash Kia

Get full text

Machine learning using institution-specific multi-modal electronic health records improves mortality risk prediction for cardiac surgery patientsCentral MessagePerspective by Aaron J. Weiss, MD, PhD, Arjun S. Yadaw, PhD, David L. Meretzky, MA, Matthew A. Levin, MD, David H. Adams, MD, Ken McCardle, MS, Gaurav Pandey, PhD, Ravi Iyengar, PhD

Get full text

Association of SARS-CoV-2 viral load at admission with in-hospital acute kidney injury: A retrospective cohort study. by Ishan Paranjpe, Kumardeep Chaudhary, Kipp W Johnson, Suraj K Jaladanki, Shan Zhao, Jessica K De Freitas, Elisabet Pujdas, Fayzan Chaudhry, Erwin P Bottinger, Matthew A Levin, Zahi A Fayad, Alexander W Charney, Jane Houldsworth, Carlos Cordon-Cardo, Benjamin S Glicksberg, Girish N Nadkarni

Get full text

Proteomic characterization of acute kidney injury in patients hospitalized with SARS-CoV2 infection by Ishan Paranjpe, Pushkala Jayaraman, Chen-Yang Su, Sirui Zhou, Steven Chen, Ryan Thompson, Diane Marie Del Valle, Ephraim Kenigsberg, Shan Zhao, Suraj Jaladanki, Kumardeep Chaudhary, Steven Ascolillo, Akhil Vaid, Edgar Gonzalez-Kozlova, Justin Kauffman, Arvind Kumar, Manish Paranjpe, Ross O. Hagan, Samir Kamat, Faris F. Gulamali, Hui Xie, Joceyln Harris, Manishkumar Patel, Kimberly Argueta, Craig Batchelor, Kai Nie, Sergio Dellepiane, Leisha Scott, Matthew A. Levin, John Cijiang He, Mayte Suarez-Farinas, Steven G. Coca, Lili Chan, Evren U. Azeloglu, Eric Schadt, Noam Beckmann, Sacha Gnjatic, Miram Merad, Seunghee Kim-Schulze, Brent Richards, Benjamin S. Glicksberg, Alexander W. Charney, Girish N. Nadkarni

Get full text

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, Jagat Narula, Eric J Nestler, V Fuster, Carlos Cordon-Cardo, Erwin P Bottinger, Alexander W Charney

Get full text