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Matthew M Ruppert

Showing results (21-30 of 36) with videos related to

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JAMA Network Open|November 10, 2021
Association of Postoperative Undertriage to Hospital Wards With Mortality and MorbidityTyler J Loftus, Matthew M Ruppert, Tezcan Ozrazgat-Baslanti, et al.
American Journal of Surgery|February 21, 2024
Intraoperative hypotension and postoperative acute kidney injury: A systematic reviewYordan Penev, Matthew M Ruppert, Ahmet Bilgili, et al.
JAMA Surgery|October 9, 2024
Risk-Specific Training Cohorts to Address Class Imbalance in Surgical Risk PredictionJeremy A Balch, Matthew M Ruppert, Ziyuan Guan, et al.
PLOS Digital Health|January 2, 2023
Physiologic signatures within six hours of hospitalization identify acute illness phenotypesYuanfang Ren, Tyler J Loftus, Yanjun Li, et al.
JAMA Network Open|May 16, 2022
Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Predict Postoperative Complications and Report on a Mobile PlatformYuanfang Ren, Tyler J Loftus, Shounak Datta, et al.
PLOS Digital Health|January 2, 2023
Uncertainty-aware deep learning in healthcare: A scoping reviewTyler J Loftus, Benjamin Shickel, Matthew M Ruppert, et al.
Critical Care Explorations|January 26, 2023
Predictive Modeling for Readmission to Intensive Care: A Systematic ReviewMatthew M Ruppert, Tyler J Loftus, Coulter Small, et al.
Kidney360|May 5, 2026
Reinforcement Learning for Intraoperative Hypotension Management with Consideration to Postoperative Acute Kidney InjuryEsra Adiyeke, Tianqi Liu, Venkata Sai Dheeraj Naganaboin, et al.
Arxiv|June 10, 2025
Learning optimal treatment strategies for intraoperative hypotension using deep reinforcement learningEsra Adiyeke, Tianqi Liu, Venkata Sai Dheeraj Naganaboina, et al.
Annals of Surgery|July 7, 2022
Postoperative Overtriage to an Intensive Care Unit Is Associated With Low Value of CareTyler J Loftus, Matthew M Ruppert, Tezcan Ozrazgat-Baslanti, et al.
Pageof 4

Showing results (21-30 of 36) with videos related to

Sort By:
Pageof 4
JAMA Network Open|November 10, 2021
Association of Postoperative Undertriage to Hospital Wards With Mortality and MorbidityTyler J Loftus, Matthew M Ruppert, Tezcan Ozrazgat-Baslanti, et al.
American Journal of Surgery|February 21, 2024
Intraoperative hypotension and postoperative acute kidney injury: A systematic reviewYordan Penev, Matthew M Ruppert, Ahmet Bilgili, et al.
JAMA Surgery|October 9, 2024
Risk-Specific Training Cohorts to Address Class Imbalance in Surgical Risk PredictionJeremy A Balch, Matthew M Ruppert, Ziyuan Guan, et al.
PLOS Digital Health|January 2, 2023
Physiologic signatures within six hours of hospitalization identify acute illness phenotypesYuanfang Ren, Tyler J Loftus, Yanjun Li, et al.
JAMA Network Open|May 16, 2022
Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Predict Postoperative Complications and Report on a Mobile PlatformYuanfang Ren, Tyler J Loftus, Shounak Datta, et al.
PLOS Digital Health|January 2, 2023
Uncertainty-aware deep learning in healthcare: A scoping reviewTyler J Loftus, Benjamin Shickel, Matthew M Ruppert, et al.
Critical Care Explorations|January 26, 2023
Predictive Modeling for Readmission to Intensive Care: A Systematic ReviewMatthew M Ruppert, Tyler J Loftus, Coulter Small, et al.
Kidney360|May 5, 2026
Reinforcement Learning for Intraoperative Hypotension Management with Consideration to Postoperative Acute Kidney InjuryEsra Adiyeke, Tianqi Liu, Venkata Sai Dheeraj Naganaboin, et al.
Arxiv|June 10, 2025
Learning optimal treatment strategies for intraoperative hypotension using deep reinforcement learningEsra Adiyeke, Tianqi Liu, Venkata Sai Dheeraj Naganaboina, et al.
Annals of Surgery|July 7, 2022
Postoperative Overtriage to an Intensive Care Unit Is Associated With Low Value of CareTyler J Loftus, Matthew M Ruppert, Tezcan Ozrazgat-Baslanti, et al.
Pageof 4