Michael Sjoding

Associate Professor, Internal Medicine, University of Michigan - Ann Arbor

Joined

July 2019

Names

Michael Sjoding

Michael W. Sjoding

Emails

****@umich.edu (Confirmed)

****@med.umich.edu

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Associate Professor

Internal Medicine, University of Michigan - Ann Arbor (umich.edu)

2015 – Present

Advisors, Relations & Conflicts

Coauthor

Jenna Wiens

2015 – Present

Coauthor

Kayvan Najarian

2015 – Present

Postdoc Advisor

Jack Iwashyna

2015 – 2021

Expertise

Pulmonary and Critical Care Medicine

2015 – Present

Publications

DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks
Sarah Jabbour, Gregory Kondas, Ella Kazerooni, Michael W. Sjoding, David Fouhey, Jenna Wiens
- CoRR 2024
- Readers: Everyone
Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare
Shengpu Tang, Maggie Makar, Michael W. Sjoding, Finale Doshi-Velez, Jenna Wiens
- CoRR 2023
- Readers: Everyone
Collaborative strategies for deploying artificial intelligence to complement physician diagnoses of acute respiratory distress syndrome
Negar Farzaneh, Sardar Ansari, Elizabeth Lee, Kevin R. Ward, Michael W. Sjoding
- npj Digit. Medicine 2023
- Readers: Everyone
Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare
Shengpu Tang, Maggie Makar, Michael Sjoding, Finale Doshi-Velez, Jenna Wiens
- 28 May 2022 (modified: 30 Dec 2025)
- DARL 2022
- Readers: Everyone
Learning Concept Credible Models for Mitigating Shortcuts
Jiaxuan Wang, Sarah Jabbour, Maggie Makar, Michael Sjoding, Jenna Wiens
- Published: 31 Oct 2022, Last Modified: 14 Dec 2022
- NeurIPS 2022 Accept
- Readers: Everyone
Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare
Shengpu Tang, Maggie Makar, Michael Sjoding, Finale Doshi-Velez, Jenna Wiens
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Early identification of patients admitted to hospital for covid-19 at risk of clinical deterioration: model development and multisite external validation study
Fahad Kamran, Shengpu Tang, Erkin Otles, Dustin McEvoy, Sameh Saleh, Jen Gong, Benjamin Li, Sayon Dutta, Xinran Liu, Richard Medford, Thomas Valley, Lauren R West, Karandeep Singh, Seth Blumberg, John Donnelly, Erica Seiguer Shenoy, John Ayanian, Brahmajee Nallamothu, Michael Sjoding, Jenna Wiens
- 30 Mar 2022 (modified: 30 Mar 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine Learning
Trenton Chang, Michael W. Sjoding, Jenna Wiens
- 2022 (modified: 11 Aug 2022)
- CoRR 2022
- Readers: Everyone

View all 26 publications

Co-Authors

View all 47 co-authors