Concepedia

Benjamin Shickel

BS

22

Publications

737

Citations

13

H-Index

2016

Active since

Affiliations

University of Florida(Current)

University of Florida Health

University of Virginia

University of Minnesota

Florida College

Benjamin Shickel is an author at University of Florida specializing in engineering, health informatics, and deep learning.

ORCID

Top concepts

Publications per year

2016–2024

22

Publications

22

Intelligent ICU for Autonomous Patient Monitoring Using Pervasive Sensing and Deep Learning

Anis Davoudi, Kumar Rohit Malhotra, Benjamin Shickel et al. · Scientific Reports · 2019 · 149 citations · Full text

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Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Predict Postoperative Complications and Report on a Mobile Platform

Yuanfang Ren, Tyler J. Loftus, Shounak Datta et al. · JAMA Network Open · 2022 · 114 citations · Full text

A deep learning–based dynamic model for predicting acute kidney injury risk severity in postoperative patients

Esra Adıyeke, Yuanfang Ren, Matthew M. Ruppert et al. · Surgery · 2023 · 58 citations · Full text

Federated learning for preserving data privacy in collaborative healthcare research

Tyler J. Loftus, Matthew M. Ruppert, Benjamin Shickel et al. · Digital Health · 2022 · 57 citations · Full text

Ideal algorithms in healthcare: Explainable, dynamic, precise, autonomous, fair, and reproducible

Tyler J. Loftus, Patrick Tighe, Tezcan Ozrazgat‐Baslanti et al. · PLOS Digital Health · 2022 · 52 citations · Full text

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