David J. Murphy

Also affiliated with Children's Hospital of Eastern Ontario, University of Colorado Denver

Medicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 11 papers. Top paper: “ICU and ventilator mortality among critically ill adults with COVID-19”.

ICU and ventilator mortality among critically ill adults with COVID-19

medRxiv(2020)10.1101/2020.04.23.20076737

N/A

0DataRank · unranked

80 citations

Mark Caridi-Scheible, James M. Blum, Chad Robichaux, Colleen S. Kraft, Jesse T. Jacob +9 more

Optimization of critical care pharmacy clinical services: A gap analysis approach

American Journal of Health-System Pharmacy(2021)10.1093/ajhp/zxab237

N/A

0DataRank · unranked

54 citations

Brian Murray, Susan Smith, Todd Brothers, Mohammad A. Al‐Mamun, Aaron Chase +5 more

Secondary Bacterial Pneumonias and Bloodstream Infections in Patients Hospitalized with COVID-19

Annals of the American Thoracic Society(2021)10.1513/annalsats.202009-1093rl

N/A

0DataRank · unranked

19 citations

Divya Bhamidipati, Alfonso C. Hernandez‐Romieu, Ahmed Babiker, Michael H. Woodworth, Chad Robichaux +5 more

Machine learning vs. traditional regression analysis for fluid overload prediction in the ICU

Scientific Reports(2023)10.1038/s41598-023-46735-3

N/A

0DataRank · unranked

27 citations

Tianyi Zhang, David J. Murphy, Susan Smith, Brian Murray, Rishikesan Kamaleswaran +5 more

Pharmacophenotype identification of intensive care unit medications using unsupervised cluster analysis of the ICURx common data model

Critical Care(2023)10.1186/s13054-023-04437-2

N/A

0DataRank · unranked

18 citations

Alireza Rafiei, Milad Ghiasi Rad, Kelli Keats, Susan Smith, John W. Devlin +5 more

Evaluation of medication regimen complexity as a predictor for mortality

Scientific Reports(2023)10.1038/s41598-023-37908-1

N/A

0DataRank · unranked

18 citations

John W. Devlin, Mengyun Yu, Tianyi Zhang, Xianyan Chen, Susan Smith +5 more

Machine learning vs. traditional regression analysis for fluid overload prediction in the ICU

medRxiv(2023)10.1101/2023.06.16.23291493

N/A

0DataRank · unranked

5 citations

Tianyi Zhang, David J. Murphy, Susan Smith, Brian Murray, Rishikesan Kamaleswaran +5 more

A Common Data Model for the standardization of intensive care unit (ICU) medication features in artificial intelligence (AI) applications

medRxiv(2023)10.1101/2023.09.18.23295727

N/A

0DataRank · unranked

2 citations

Kelli Keats, David J. Murphy, John W. Devlin, Susan Smith, Brian Murray +5 more

A common data model for the standardization of intensive care unit medication features

JAMIA Open(2024)10.1093/jamiaopen/ooae033

N/A

0DataRank · unranked

10 citations

Kelli Keats, David J. Murphy, John W. Devlin, Susan Smith, Brian Murray +5 more

Unsupervised machine learning analysis to identify patterns of ICU medication use for fluid overload prediction

medRxiv(2024)10.1101/2024.03.21.24304663

N/A

0DataRank · unranked

4 citations

Shiyuan Deng, Xianyan Chen, Tianyi Zhang, John W. Devlin, David J. Murphy +5 more

Augmenting mortality prediction with medication data and machine learning models

medRxiv(2024)10.1101/2024.04.16.24305420

N/A

0DataRank · unranked

2 citations

Tianyi Zhang, Amoreena Most, Xianyan Chen, Susan Smith, John W. Devlin +4 more