Moderate or Severe Impairment in Pulmonary Function is Associated with Mortality in Sarcoidosis Patients Infected with SARS‑CoV‑2

por Morgenthau, Adam S., Levin, Matthew A., Freeman, Robert, Reich, David L., Klang, Eyal
Publicado 2020

Machine Learning Model for Outcome Prediction of Patients Suffering from Acute Diverticulitis Arriving at the Emergency Department—A Proof of Concept Study

por Klang, Eyal, Freeman, Robert, Levin, Matthew A., Soffer, Shelly, Barash, Yiftach, Lahat, Adi
Publicado 2021

Automated electrocardiogram signal quality assessment based on Fourier analysis and template matching

por Menon, Kartikeya M., Das, Subrat, Shervey, Mark, Johnson, Matthew, Glicksberg, Benjamin S., Levin, Matthew A.
Publicado 2022

How businesses are working together to deliver NASA/JPL-designed ventilators to the world in the fight against COVID-19()

por Chung, Michael K., Alkalai, Leon, Swantack, Joseph J., Levin, Matthew A., Lee, Peter H.U.
Publicado 2022

The fourth wave: vaccination status and intensive care unit mortality at a large hospital system in New York City

por Tandon, Pranai, Leibner, Evan, Hackett, Anna, Maguire, Katherine, Leonardi, Kayla, Levin, Matthew A., Kohli-Seth, Roopa
Publicado 2022

Association between COVID-19 diagnosis and presenting chief complaint from New York City triage data

por Clifford, Christopher T., Pour, Trevor R., Freeman, Robert, Reich, David L., Glicksberg, Benjamin S., Levin, Matthew A., Klang, Eyal
Publicado 2021

Sex Differences in Age and Comorbidities for COVID-19 Mortality in Urban New York City

por Klang, Eyal, Soffer, Shelly, Nadkarni, Girish, Glicksberg, Ben, Freeman, Robert, Horowitz, Carol, Reich, David L, Levin, Matthew A
Publicado 2020

Monitoring of COVID-19-Associated Coagulopathy and Anticoagulation with Thromboelastometry

por Katz, Daniel, Maher, Patrick, Getrajdman, Chloe, Hamburger, Joshua, Zhao, Shan, Madek, Jonathan, Bhatt, Himani, Levin, Matthew, Görlinger, Klaus
Publicado 2021

Obesity as a mortality risk factor in the medical ward: a case control study

por Soffer, Shelly, Zimlichman, Eyal, Glicksberg, Benjamin S., Efros, Orly, Levin, Matthew A., Freeman, Robert, Reich, David L., Klang, Eyal
Publicado 2022

Machine learning to predict in‐hospital mortality among patients with severe obesity: Proof of concept study

por Soffer, Shelly, Zimlichman, Eyal, Levin, Matthew A., Zebrowski, Alexis M., Glicksberg, Benjamin S., Freeman, Robert, Reich, David L., Klang, Eyal
Publicado 2022

Synergistic effect of hypoalbuminaemia and hypotension in predicting in-hospital mortality and intensive care admission: a retrospective cohort study

por Klang, Eyal, Soffer, Shelly, Zimlichman, Eyal, Zebrowski, Alexis, Glicksberg, Benjamin S, Grossman, E, Reich, David L, Freeman, Robert, Levin, Matthew A
Publicado 2021

Machine learning using institution-specific multi-modal electronic health records improves mortality risk prediction for cardiac surgery patients

por Weiss, Aaron J., Yadaw, Arjun S., Meretzky, David L., Levin, Matthew A., Adams, David H., McCardle, Ken, Pandey, Gaurav, Iyengar, Ravi
Publicado 2023

Informative Censoring—A Cause of Bias in Estimating COVID-19 Mortality Using Hospital Data

por Lin, Hung-Mo, Liu, Sean T. H., Levin, Matthew A., Williamson, John, Bouvier, Nicole M., Aberg, Judith A., Reich, David, Egorova, Natalia
Publicado 2023

Predicting Adult Hospital Admission from Emergency Department Using Machine Learning: An Inclusive Gradient Boosting Model

por Patel, Dhavalkumar, Cheetirala, Satya Narayan, Raut, Ganesh, Tamegue, Jules, Kia, Arash, Glicksberg, Benjamin, Freeman, Robert, Levin, Matthew A., Timsina, Prem, Klang, Eyal
Publicado 2022

EHDViz: clinical dashboard development using open-source technologies

por Badgeley, Marcus A, Shameer, Khader, Glicksberg, Benjamin S, Tomlinson, Max S, Levin, Matthew A, McCormick, Patrick J, Kasarskis, Andrew, Reich, David L, Dudley, Joel T
Publicado 2016

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

por Cheng, Fu-Yuan, Joshi, Himanshu, Tandon, Pranai, Freeman, Robert, Reich, David L, Mazumdar, Madhu, Kohli-Seth, Roopa, Levin, Matthew A., Timsina, Prem, Kia, Arash
Publicado 2020

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

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

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...

por Nguyen, Kim-Anh-Nhi, Tandon, Pranai, Ghanavati, Sahar, Cheetirala, Satya Narayana, Timsina, Prem, Freeman, Robert, Reich, David, Levin, Matthew A, Mazumdar, Madhu, Fayad, Zahi A, Kia, Arash
Publicado 2023

Timing of Intubation and In-Hospital Mortality in Patients With Coronavirus Disease 2019

por Hyman, Jaime B., Leibner, Evan S., Tandon, Pranai, Egorova, Natalia N., Bassily-Marcus, Adel, Kohli-Seth, Roopa, Arvind, Varun, Chang, Helena L., Lin, Hung-Mo, Levin, Matthew A.
Publicado 2020

Managing COVID-19 from the epicenter: adaptations and suggestions based on experience

por Burnett, Garrett W., Katz, Daniel, Park, Chang H., Hyman, Jaime B., Dickstein, Elisha, Levin, Matthew A., Sim, Alan, Salter, Benjamin, Owen, Robert M., Leibowitz, Andrew B., Hamburger, Joshua
Publicado 2020