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Benjamin Shickel

17PUBLICATIONS

59CO-AUTHORS

Epidemiological modellingMicrofluidics and nanofluidicsArtificial life and complex adaptive systemsSoftware quality, processes and metricsRespiratory diseases

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Publications (17)

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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

|Aug 08, 2025

Real-time prediction of intensive care unit patient acuity and therapy requirements using state-space modelling.

Miguel Contreras, Brandon Silva, Benjamin Shickel

|Jul 09, 2025

Language Models for Multilabel Document Classification of Surgical Concepts in Exploratory Laparotomy Operative Notes: Algorithm Development Study.

Jeremy A Balch, Sasank S Desaraju, Victoria J Nolan

|Mar 28, 2025

Systematic Review and Meta-Analysis of Machine Learning Models for Acute Kidney Injury Risk Classification.

Augusto Cama-Olivares, Chloe Braun, Tomonori Takeuchi

|Nov 06, 2024

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

Yordan P Penev, Timothy R Buchanan, Matthew M Ruppert

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Frequent Collaborators

15 joint publications

Azra Bihorac

8 joint publications

Tyler Loftus

7 joint publications

Parisa Rashidi

6 joint publications

Matthew Ruppert

5 joint publications

Tezcan Ozrazgat-Baslanti

4 joint publications

Yuanfang Ren

4 joint publications

Jeremy Balch

4 joint publications

Ziyuan Guan

3 joint publications

Patrick J Tighe

2 joint publications

Tyler J Loftus

Frequent Collaborators

15 joint publications

Azra Bihorac

8 joint publications

Tyler Loftus

7 joint publications

Parisa Rashidi

6 joint publications

Matthew Ruppert

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