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Library

Publications

Peer-reviewed articles, book chapters, and pre-prints

Pre-Prints

PharmacyGPT: The AI Pharmacist.

aRxiv (2023)

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

medRxiv (2023)

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

medRxiv (2024)

Evaluating Accuracy and Reproducibility of Large Language Model Performance in Pharmacy Education

medRxiv (2024)

Augmenting mortality prediction with medication data and machine learning models

medRxiv (2024)

Large language models management of complex medication regimens: a cased-based evaluation

medRxiv (2024)

Assessing the potential of ChatGPT-4 to accurately identify drug-drug interactions and provide clinical pharmacotherapy recommendations

medRxiv (2024)

Prediction of pharmacist medication interventions using medication regimen complexity

medRxiv (2024)

Effect of comprehensive medication management on mortality in critically ill patients

medRxiv (2024)

Peer-Reviewed Publications

EXaminaTion of cRitical cAre PHArmacist pRoductivity MetricS

JACCP (2024)

Relationship between medication regimen complexity and pharmacist engagement in fluid stewardship

AJHP (2024)

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

JAMIA Open (2024)

The Use of Electronic Health Record Embedded MRC-ICU as a Metric for Critical Care Pharmacist Workload

JAMIA Open (2023)

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

Comput. Biol. Med. (2023)

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

Sci Rep (2023)

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

Sci Rep (2023)

Evaluation of medication regimen complexity as a predictor for mortality

Sci Rep (2023)

Pharmacist metrics in the pediatric intensive care unit: an exploration of the medication regimen complexity-intensive care unit (MRC-ICU) score

J Pediatr Pharmacol Ther (2023)

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

Crit Care (2023)

Evaluation of the Relationship Between Medication Regimen Complexity as Measured by the MRC-ICU to Medication Errors in Critically Ill Patients

Hosp Pharm (2023)

Medication regimen complexity (MRC-ICU) for in-hospital mortality prediction in COVID-19 patients

Hosp Pharm (2023)

Impact of Pharmacists to Improve Patient Care in the Critically Ill: A Large Multicenter Analysis Using Meaningful Metrics With the Medication Regimen Complexity-ICU (MRC-ICU) Score

Crit Care Med (2022)

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

AJHP (2022)

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

AJHP (2022)

Medication Regimen Complexity Score as an Indicator of Fluid Balance in Critically Ill Patients

JPP (2022)

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

AOP (2021)

Multicenter validation of a novel medication-regimen complexity scoring tool

AJHP (2020)

Medication regimen complexity is associated with pharmacist interventions and drug-drug interactions: a use of the novel MRC-ICU scoring tool

JACCP (2019)

Characterization of changes in medication complexity using a modified scoring tool

AJHP (2019)

Development of a medication regimen complexity scoring tool (MRC-ICU) for critically ill patients

AJHP (2019)

Critical Care Pharmacists and ICU Team-Based Care Publications

A Survey of Critical Care Pharmacists to Patient Ratios and Practice Characteristics in Intensive Care Units

JACCP (2019)

Examination of critical care pharmacist work activities and burnout

JACCP (2021)

Productivity Tracking: A Survey of Critical Care Pharmacist Practices and Satisfaction

Hosp Pharm (2022)

Critical care pharmacist perspectives on optimal practice models and prioritization of professional activities: A cross-sectional survey

AJHP (2024)

Evaluation of Critical Care Pharmacist Evening Services at an Academic Medical Center

Hosp Pharm (2023)

Optimizing Pharmacist Team-Integration for ICU Patient Management: Rationale, Study Design, and Methods for a Multicentered Exploration of Pharmacist-to-Patient Ratio

Crit Care Explor (2023)

Critical Care Pharmacists Save Lives

ICU Management and Practice (2024)

Rethinking justifications for critical care pharmacist positions: Translating bedside evidence to the C-suite

AJHP (2023)

Critical Care Pharmacists: A Focus on Horizons

Crit Care Clin (2023)

Critical care pharmacy: Our next 30 years

JACCP (2023)

Critical Care Pharmacists: Improving Care by Increasing Access to Medication Expertise

AnnalsATS (2022)

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

AJHP (2021)

Credentialing and Privileging for Clinical Pharmacists: The Process and Best Practices

JACCP (2020)

Mapping the next steps for critical care pharmacists

AJHP (2024)

Clinician-Designed Dashboards

Hosp Pharm (2023)

Teaching the pursuit of sustainable excellence

AJHP (2022)

Response to Haas et al.

AJHP (2022)

Avoiding cost avoidance

AJHP (2022)

Action Plan for Successful Implementation of Optimal ICU Pharmacist Activities: Next Steps for the Critical Care Pharmacist Position Paper

Crit Care Med (2021)

Comment on Gross and MacDougall "Roles of the clinical pharmacist during the COVID-19 pandemic"

JACCP (2020)

Adding pharmacists to the list of those who own sepsis. Online 'Comment' to: Who Owns Sepsis?

JACCP (2020)

Significance versus strength of correlation

AJHP (2020)

Interprofessional Shared Decision-Making: Who Is at the Table?

Crit Care Med (2020)

Pharmacists Are Associated with Reduced Mortality in Critically Ill Patients: Now What?

Crit Care Med (2019)

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