🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Brian Murray

University of Colorado Anschutz Medical Campus

ORCID: 0000-0001-6660-9749

Also affiliated with University of Montana

MedicineComputer Science

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 14 papers. Top paper: “Cluster analysis driven by unsupervised latent feature learning of medications to identify novel pharmacophenotypes of critically ill patients”.

Cluster analysis driven by unsupervised latent feature learning of medications to identify novel pharmacophenotypes of critically ill patients

Scientific Reports(2023)10.1038/s41598-023-42657-2
N/A
0.373DataRank · unranked
11 citations

Hayoung Jeong, Mengyun Yu, Xianyan Chen, Brian Murray, Rishikesan Kamaleswaran +1 more

Avoiding cost avoidance

American Journal of Health-System Pharmacy(2021)10.1093/ajhp/zxab364
N/A
0DataRank · unranked
17 citations

Andrea Sikora, Brian Murray

Addressing Matters of Life and Death in the Pharmacy Curriculum

American Journal of Pharmaceutical Education(2021)10.5688/ajpe8636
N/A
0DataRank · unranked
9 citations

Brian Murray, Andrea Sikora

Cluster analysis driven by unsupervised latent feature learning of intensive care unit medications to identify novel pharmaco-phenotypes of critically ill patients

Research Square(2022)10.21203/rs.3.rs-1745568/v1
N/A
0DataRank · unranked
7 citations

Hayoung Jeong, Mengyun Yu, Xianyan Chen, Brian Murray, Rishikesan Kamaleswaran +1 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 based prediction of prolonged duration of mechanical ventilation incorporating medication data

medRxiv(2023)10.1101/2023.09.18.23295724
N/A
0DataRank · unranked
6 citations

Bokai Zhao, Yanlei Kong, Brian Murray, Ye Shen, Andrea Sikora

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

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

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