Matthew Ruppert

According to our database, Matthew Ruppert authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Acute kidney injury prediction for non-critical care patients: a retrospective external and internal validation study.

Esra Adiyeke, Yuanfang Ren, Benjamin Shickel, Matthew M. Ruppert, Ziyuan Guan, Sandra L. Kane-Gill, Raghavan Murugan, Nabihah Amatullah, Britney A. Stottlemyer, Tiffany L. Tran, Dan Ricketts, Christopher M. Horvat, Parisa Rashidi, Azra Bihorac, Tezcan Ozrazgat-Baslanti

CoRR, 2024

2023

Identifying acute illness phenotypes via deep temporal interpolation and clustering network on physiologic signatures.

Yuanfang Ren, Yanjun Li, Tyler J. Loftus, Jeremy A. Balch, Kenneth L. Abbott, Shounak Datta, Matthew M. Ruppert, Ziyuan Guan, Benjamin Shickel, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Azra Bihorac

CoRR, 2023

Clinical Courses of Acute Kidney Injury in Hospitalized Patients: A Multistate Analysis.

Esra Adiyeke, Yuanfang Ren, Ziyuan Guan, Matthew M. Ruppert, Parisa Rashidi, Azra Bihorac, Tezcan Ozrazgat-Baslanti

CoRR, 2023

2022

A framework for a consistent and reproducible evaluation of manual review for patient matching algorithms.

Agrayan K. Gupta, Suranga Nath Kasthurirathne, Huiping Xu, Xiaochun Li, Matthew M. Ruppert, Christopher A. Harle, Shaun J. Grannis

J. Am. Medical Informatics Assoc., 2022

2021

Deep Multi-Modal Transfer Learning for Augmented Patient Acuity Assessment in the Intelligent ICU.

Benjamin Shickel, Anis Davoudi, Tezcan Ozrazgat-Baslanti, Matthew Ruppert, Azra Bihorac, Parisa Rashidi

Frontiers Digit. Health, 2021

Pain Action Unit Detection in Critically Ill Patients.

Subhash Nerella, Julie Cupka, Matthew Ruppert, Patrick James Tighe, Azra Bihorac, Parisa Rashidi

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

2020

Application of Deep Interpolation Network for Clustering of Physiologic Time Series.

Yanjun Li, Yuanfang Ren, Tyler J. Loftus, Shounak Datta, Matthew Ruppert, Ziyuan Guan, Dapeng Oliver Wu, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Azra Bihorac

CoRR, 2020

2019

Added Value of Intraoperative Data for Predicting Postoperative Complications: Development and Validation of a MySurgeryRisk Extension.

Shounak Datta, Tyler J. Loftus, Matthew M. Ruppert, Chris Giordano, Lasith Adhikari, Ying-Chih Peng, Yuanfang Ren, Benjamin Shickel, Zheng Feng, Gloria Lipori, Gilbert R. Upchurch Jr., Xiaolin Li, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Azra Bihorac

CoRR, 2019

The DREAMS Project: Improving the Intensive Care Patient Experience with Virtual Reality.

Triton Ong, Matthew Ruppert, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Marko Suvajdzic, Azra Bihorac

CoRR, 2019

Developing a Patient-Centered Virtual Reality Healthcare System To Prevent the Onset of Delirium in ICU Patients.

Marko Suvajdzic, Azra Bihorac, Parisa Rashidi, Matthew Ruppert, Seth Williams, Tezcan Ozrazgat-Baslanti, Triton Ong, Joel Appelbaum

Proceedings of the 7th IEEE International Conference on Serious Games and Applications for Health, 2019

2018

The Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring.

Anis Davoudi, Kumar Rohit Malhotra, Benjamin Shickel, Scott Siegel, Seth Williams, Matthew Ruppert, Emel Bihorac, Tezcan Ozrazgat-Baslanti, Patrick James Tighe, Azra Bihorac, Parisa Rashidi

CoRR, 2018