Sierra Simpson

ORCID

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Venues

JMIR perioperative medicine

Journal of neuroimmune pharmacology : the official journal of the Society on NeuroImmune Pharmacology

Proceedings of the National Academy of Sciences of the United States of America

Journal of medical systems

The Scripps Research Institute (PHD)

This page only lists publications with an associated author ORCID identifier.

Education History

The Scripps Research Institute Aug 01 2014 - Apr 17 2020

United States

PHD :: Neuroscience

Publications

Rodney A Gabriel, Onkar Litake, Sierra Simpson, Brittany N Burton, Ruth S Waterman, Alvaro Andrés Macías
On the development and validation of large language model-based classifiers for identifying social determinants of health. Proceedings of the National Academy of Sciences of the United States of America 121 (39) (2024)
Rodney Allanigue Gabriel, Bhavya Harjai, Sierra Simpson, Austin Liu Du, Jeffrey Logan Tully, Olivier George, Ruth S Waterman
An Ensemble Learning Approach to Improving Prediction of Case Duration for Spine Surgery: Algorithm Development and Validation. JMIR perioperative medicine 6 (2023)
Jeffrey Logan Tully, William Zhong, Sierra Simpson, Brian P Curran, Alvaro A Macias, Ruth S Waterman, Rodney Allanigue Gabriel
Machine Learning Prediction Models to Reduce Length of Stay at Ambulatory Surgery Centers Through Case Resequencing. Journal of medical systems 47 (1) (2023)
Rodney Allanigue Gabriel, Bhavya Harjai, Sierra Simpson, Austin Liu Du, Jeffrey Logan Tully, Olivier George, Ruth S Waterman
An Ensemble Learning Approach to Improving Prediction of Case Duration for Spine Surgery: Algorithm Development and Validation. JMIR perioperative medicine 6 (2023)
Rodney Allanigue Gabriel, Sierra Simpson, William Zhong, Brittany Nicole Burton, Soraya Mehdipour, Engy Tadros Said
A Neural Network Model Using Pain Score Patterns to Predict the Need for Outpatient Opioid Refills Following Ambulatory Surgery: Algorithm Development and Validation. JMIR perioperative medicine 6 (2023)
Rodney Allanigue Gabriel, Bhavya Harjai, Sierra Simpson, Austin Liu Du, Jeffrey Logan Tully, Olivier George, Ruth S Waterman
An Ensemble Learning Approach to Improving Prediction of Case Duration for Spine Surgery: Algorithm Development and Validation. JMIR perioperative medicine 6 (2023)
Rodney Allanigue Gabriel, Sierra Simpson, William Zhong, Brittany Nicole Burton, Soraya Mehdipour, Engy Tadros Said
A Neural Network Model Using Pain Score Patterns to Predict the Need for Outpatient Opioid Refills Following Ambulatory Surgery: Algorithm Development and Validation. JMIR perioperative medicine 6 (2023)
Rodney Allanigue Gabriel, Bhavya Harjai, Sierra Simpson, Austin Liu Du, Jeffrey Logan Tully, Olivier George, Ruth S Waterman
An Ensemble Learning Approach to Improving Prediction of Case Duration for Spine Surgery: Algorithm Development and Validation. JMIR perioperative medicine 6 (2023)
Rodney Allanigue Gabriel, Sierra Simpson, William Zhong, Brittany Nicole Burton, Soraya Mehdipour, Engy Tadros Said
A Neural Network Model Using Pain Score Patterns to Predict the Need for Outpatient Opioid Refills Following Ambulatory Surgery: Algorithm Development and Validation. JMIR perioperative medicine 6 (2023)
Rodney Allanigue Gabriel, Sierra Simpson, William Zhong, Brittany Nicole Burton, Soraya Mehdipour, Engy Tadros Said
A Neural Network Model Using Pain Score Patterns to Predict the Need for Outpatient Opioid Refills Following Ambulatory Surgery: Algorithm Development and Validation. JMIR perioperative medicine 6 (2023)
Rodney Allanigue Gabriel, Bhavya Harjai, Sierra Simpson, Austin Liu Du, Jeffrey Logan Tully, Olivier George, Ruth S Waterman
An Ensemble Learning Approach to Improving Prediction of Case Duration for Spine Surgery: Algorithm Development and Validation. JMIR perioperative medicine 6 (2023)
Sierra Simpson, Rio Mclellan, Emma Wellmeyer, Frederic Matalon, Olivier George
Drugs and Bugs: The Gut-Brain Axis and Substance Use Disorders. Journal of neuroimmune pharmacology : the official journal of the Society on NeuroImmune Pharmacology (2021)
Giordano de Guglielmo, Marsida Kallupi, Matthew B Pomrenze, Elena Crawford, Sierra Simpson, Paul Schweitzer, George F Koob, Robert O Messing, Olivier George
Inactivation of a CRF-dependent amygdalofugal pathway reverses addiction-like behaviors in alcohol-dependent rats. Nature communications 10 (1) (2019)
Jason A Keller, Jingyi Chen, Sierra Simpson, Eric Hou-Jen Wang, Varoth Lilascharoen, Olivier George, Byung Kook Lim, Lisa T Stowers
Voluntary urination control by brainstem neurons that relax the urethral sphincter. Nature neuroscience 21 (9) (2018)

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Publication Activity (10 Years)

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Sierra Simpson