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Matthew Ruppert

9PUBLICATIONS

29CO-AUTHORS

Epidemiological modellingMicrofluidics and nanofluidicsDisease surveillanceKnowledge representation and reasoningInformation systems development methodologies and practice

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Publications (9)

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|May 05, 2026

Reinforcement Learning for Intraoperative Hypotension Management with Consideration to Postoperative Acute Kidney Injury.

|Nov 12, 2025

Predicting Acute Kidney Injury with Nephrotoxic Burden in Noncritical Patients: An Internal and External Validation Study.

Esra Adiyeke, Yuanfang Ren, Benjamin Shickel

|Nov 06, 2024

Electronic Health Record Data Quality and Performance Assessments: Scoping Review.

Yordan P Penev, Timothy R Buchanan, Matthew M Ruppert

|Aug 23, 2024

Community-engaged artificial intelligence research: A scoping review.

Tyler J Loftus, Jeremy A Balch, Kenneth L Abbott

|Aug 30, 2023

Machine Learning-Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review.

Jeremy A Balch, Matthew M Ruppert, Tyler J Loftus

|Jan 02, 2023

Physiologic signatures within six hours of hospitalization identify acute illness phenotypes.

Yuanfang Ren, Tyler J Loftus, Yanjun Li

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Frequent Collaborators

8 joint publications

Azra Bihorac

7 joint publications

Tezcan Ozrazgat-Baslanti

6 joint publications

Benjamin Shickel

5 joint publications

Tyler J Loftus

5 joint publications

Yuanfang Ren

4 joint publications

Parisa Rashidi

3 joint publications

Ziyuan Guan

3 joint publications

Jeremy Balch

2 joint publications

Patrick J Tighe

2 joint publications

William R Hogan

Frequent Collaborators

8 joint publications

Azra Bihorac

7 joint publications

Tezcan Ozrazgat-Baslanti

6 joint publications

Benjamin Shickel

5 joint publications

Tyler J Loftus

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