Andrea Sikora

ORCID: 0000-0003-2020-0571

Also affiliated with University of Georgia, Augusta University, University of Colorado System, University of Colorado Anschutz Medical Campus, University of Colorado Denver

MedicineHealth Professions

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 30 papers. Top paper: “Development of Machine Learning Models to Validate a Medication Regimen Complexity Scoring Tool for Critically Ill Patients”.

Development of Machine Learning Models to Validate a Medication Regimen Complexity Scoring Tool for Critically Ill Patients

Annals of Pharmacotherapy(2020)10.1177/1060028020959042

N/A

0.553DataRank · unranked

39 citations

Todd Brothers, Andrea Sikora, Mohammad A. Al‐Mamun

Avoiding cost avoidance

American Journal of Health-System Pharmacy(2021)10.1093/ajhp/zxab364

N/A

0.434DataRank · unranked

17 citations

Andrea Sikora, Brian Murray

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

Machine learning based prediction of prolonged duration of mechanical ventilation incorporating medication data

medRxiv(2023)10.1101/2023.09.18.23295724

N/A

0.292DataRank · unranked

6 citations

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

Validation of Prognostic Club Cell Secretory Protein (CC16) Cut-point in an Independent ALTA Cohort

Biomarker Insights(2023)10.1177/11772719231156308

N/A

0.269DataRank · unranked

5 citations

Aaron Chase, Andrea Sikora, Duo Zhang, Sultan Almuntashiri

Medication regimen complexity vs patient acuity for predicting critical care pharmacist interventions

American Journal of Health-System Pharmacy(2021)10.1093/ajhp/zxab460

N/A

0DataRank · unranked

30 citations

Rachel Shelley, Andrea Sikora, Susan Smith

Hidden Fluids in Plain Sight: Identifying Intravenous Medication Classes as Contributors to Intensive Care Unit Fluid Intake

Hospital Pharmacy(2021)10.1177/00185787211016339

N/A

0DataRank · unranked

21 citations

Susan Smith, Christopher M. Bland, Andrea Sikora, Trisha Branan, W. Anthony Hawkins +1 more

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

A descriptive report of the rapid implementation of automated MRC-ICU calculations in the EMR of an academic medical center

American Journal of Health-System Pharmacy(2022)10.1093/ajhp/zxac059

N/A

0DataRank · unranked

23 citations

Sandra Rowe, Andrea Sikora, Andrew Webb

Plasma TIMP-1 as a sex-specific biomarker for acute lung injury

Biology of Sex Differences(2022)10.1186/s13293-022-00481-9

N/A

0DataRank · unranked

10 citations

Timothy W. Jones, Xiaoyun Wang, Andrea Sikora, Duo Zhang, Sultan Almuntashiri

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

Improving mixed-integer temporal modeling by generating synthetic data using conditional generative adversarial networks: A case study of fluid overload prediction in the intensive care unit

Computers in Biology and Medicine(2023)10.1016/j.compbiomed.2023.107749

N/A

0DataRank · unranked

18 citations

Milad Ghiasi Rad, Andrea Sikora, Rishikesan Kamaleswaran, Alireza Rafiei

Plasma matrix metalloproteinase-3 predicts mortality in acute respiratory distress syndrome: a biomarker analysis of a randomized controlled trial

Respiratory Research(2023)10.1186/s12931-023-02476-5

N/A

0DataRank · unranked

8 citations

Sultan Almuntashiri, Aaron Chase, Abdullah Alhumaid, Payaningal R. Somanath, Andrea Sikora +2 more

The Reviewer Academy of the Society of Critical Care Medicine: Key Principles and Strategic Plan

Critical Care Medicine(2023)10.1097/ccm.0000000000005962

N/A

0DataRank · unranked

6 citations

Rebecca A. Aslakson, Erin F. Barreto, Jan Hau Lee, Heather Meissen, Brenda M. Morrow +20 more

Improving irregular temporal modeling by integrating synthetic data to the electronic medical record using conditional GANs: a case study of fluid overload prediction in the intensive care unit

medRxiv(2023)10.1101/2023.06.20.23291680

N/A

0DataRank · unranked

8 citations

Milad Ghiasi Rad, Andrea Sikora, Rishikesan Kamaleswaran, Alireza Rafiei

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

Research and scholarly methods: Research collaboration

JACCP JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY(2024)10.1002/jac5.2041

N/A

0DataRank · unranked

2 citations

Christopher M. Bland, Trisha Branan, Andrea Sikora, W. Anthony Hawkins, Susan Smith

Secondary Analysis of Fluids and Catheters Treatment Trial (FACTT) data reveal poor clinical outcomes in acute respiratory distress syndrome patients with diabetes

Respiratory Medicine(2024)10.1016/j.rmed.2024.107540

N/A

0DataRank · unranked

4 citations

Sultan Almuntashiri, Andrea Sikora, Duo Zhang, Payaningal R. Somanath, Abdulaziz H. Alanazi

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

Pay it forward

American Journal of Health-System Pharmacy(2020)10.1093/ajhp/zxaa125

N/A

0DataRank · unranked

10 citations

Andrea Sikora

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

Scholastic synergy: A team prototype for pharmacy faculty engagement in education, research, and service

Currents in Pharmacy Teaching and Learning(2020)10.1016/j.cptl.2020.10.011

N/A

0DataRank · unranked

5 citations

Susan Smith, Christopher M. Bland, Trisha Branan, W. Anthony Hawkins, Andrea Sikora

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

Beta-Adrenergic Blockade in Critical Illness

Frontiers in Pharmacology(2021)10.3389/fphar.2021.735841

N/A

0DataRank · unranked

39 citations

Hannah Dykes, Timothy W. Jones, Nathaniel B. Wayne, Andrea Sikora, Rebecca S. Bruning

Gender inequity and sexual harassment in the pharmacy profession: Evidence and call to action

American Journal of Health-System Pharmacy(2021)10.1093/ajhp/zxab275

N/A

0DataRank · unranked

39 citations

Jackie P. Johnston, Rebecca Smith, Andrea Sikora, Melissa L. Thompson Bastin, Jacinda C. Abdul‐Mutakabbir +16 more