Collaborative strategies for deploying artificial intelligence to complement physician diagnoses of acute respiratory distress syndrome

by Negar Farzaneh, Sardar Ansari, Elizabeth Lee, Kevin R. Ward, Michael W. Sjoding
Published 2023-04-01

Augmenting existing deterioration indices with chest radiographs to predict clinical deterioration.

by Emily Mu, Sarah Jabbour, Adrian V Dalca, John Guttag, Jenna Wiens, Michael W Sjoding
Published 2022-01-01

Augmenting existing deterioration indices with chest radiographs to predict clinical deterioration

by Emily Mu, Sarah Jabbour, Adrian V. Dalca, John Guttag, Jenna Wiens, Michael W. Sjoding
Published 2022-01-01

Machine learning for patient risk stratification for acute respiratory distress syndrome.

by Daniel Zeiberg, Tejas Prahlad, Brahmajee K Nallamothu, Theodore J Iwashyna, Jenna Wiens, Michael W Sjoding
Published 2019-01-01

Prediction of episode of hemodynamic instability using an electrocardiogram based analytic: a retrospective cohort study

by Bryce Benson, Ashwin Belle, Sooin Lee, Benjamin S. Bassin, Richard P. Medlin, Michael W. Sjoding, Kevin R. Ward
Published 2023-09-01

Robust segmentation of lung in chest x-ray: applications in analysis of acute respiratory distress syndrome

by Narathip Reamaroon, Michael W. Sjoding, Harm Derksen, Elyas Sabeti, Jonathan Gryak, Ryan P. Barbaro, Brian D. Athey, Kayvan Najarian
Published 2020-10-01

Comprehensive evaluation of COVID-19 patient short- and long-term outcomes: Disparities in healthcare utilization and post-hospitalization outcomes.

by Stephen Salerno, Yuming Sun, Emily L Morris, Xinwei He, Yajing Li, Ziyang Pan, Peisong Han, Jian Kang, Michael W Sjoding, Yi Li
Published 2021-01-01

Prioritizing evidence-based practices for acute respiratory distress syndrome using digital data: an iterative multi-stakeholder process

by Jennifer N. Ervin, Millie R. Dibble, Victor C. Rentes, Michael W. Sjoding, Michelle N. Gong, Catherine L. Hough, Theodore J. Iwashyna, Anne E. Sales
Published 2022-12-01

Causes and characteristics of death in patients with acute hypoxemic respiratory failure and acute respiratory distress syndrome: a retrospective cohort study

by Scott W. Ketcham, Yub Raj Sedhai, H. Catherine Miller, Thomas C. Bolig, Amy Ludwig, Ivan Co, Dru Claar, Jakob I. McSparron, Hallie C. Prescott, Michael W. Sjoding
Published 2020-07-01

Use of machine learning to assess the prognostic utility of radiomic features for in-hospital COVID-19 mortality

by Yuming Sun, Stephen Salerno, Xinwei He, Ziyang Pan, Eileen Yang, Chinakorn Sujimongkol, Jiyeon Song, Xinan Wang, Peisong Han, Jian Kang, Michael W. Sjoding, Shruti Jolly, David C. Christiani, Yi Li
Published 2023-05-01

Breath analysis for detection and trajectory monitoring of acute respiratory distress syndrome in swine

by Ruchi Sharma, Menglian Zhou, Mohamad Hakam Tiba, Brendan M. McCracken, Robert P. Dickson, Christopher E. Gillies, Michael W. Sjoding, Jean A. Nemzek, Kevin R. Ward, Kathleen A. Stringer, Xudong Fan
Published 2022-02-01

A novel swine model of the acute respiratory distress syndrome using clinically relevant injury exposures

by Mohamad H. Tiba, Brendan M. McCracken, Danielle C. Leander, Carmen I. Colmenero, Jean A. Nemzek, Michael W. Sjoding, Kristine E. Konopka, Thomas L. Flott, J. Scott VanEpps, Rodney C. Daniels, Kevin R. Ward, Kathleen A. Stringer, Robert P. Dickson
Published 2021-05-01

Deep learning to detect acute respiratory distress syndrome on chest radiographs: a retrospective study with external validation

by Michael W Sjoding, MD, Daniel Taylor, MS, Jonathan Motyka, MS, Elizabeth Lee, MD, Ivan Co, MD, Dru Claar, MD, Jakob I McSparron, MD, Sardar Ansari, PhD, Meeta Prasad Kerlin, MD, John P Reilly, MD, Michael G S Shashaty, MD, Brian J Anderson, MD, Tiffanie K Jones, MD, Harrison M Drebin, MD, Caroline A G Ittner, MD, Nuala J Meyer, MD, Theodore J Iwashyna, ProfMD, Kevin R Ward, ProfMD, Christopher E Gillies, PhD
Published 2021-06-01