Sharon E. Davis

Orcid: 0000-0003-0792-8867

According to our database1, Sharon E. Davis authored at least 21 papers between 2015 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
A framework for understanding label leakage in machine learning for health care.
J. Am. Medical Informatics Assoc., December, 2023

2022
Open questions and research gaps for monitoring and updating AI-enabled tools in clinical settings.
Frontiers Digit. Health, 2022

Disentangling and Characterizing Device Safety Signals and Learning Effects.
Proceedings of the AMIA 2022, 2022

A Framework for Detecting Medical Device Safety Signals Confounded by Learning Effects Using Machine Learning.
Proceedings of the AMIA 2022, 2022

A Framework for Generating Synthetic Clinical Datasets with Learning Effects to Support Methods Development and Validation.
Proceedings of the AMIA 2022, 2022

2021
Disparities in Coded and Imputed Post-Traumatic Stress Disorder and Self-Harm Among US Veterans.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020
Detection of calibration drift in clinical prediction models to inform model updating.
J. Biomed. Informatics, 2020

A Surveillance Framework for Monitoring and Updating Clinical Prediction Models.
Proceedings of the AMIA 2020, 2020

2019
A nonparametric updating method to correct clinical prediction model drift.
J. Am. Medical Informatics Assoc., 2019

Comparison of Prediction Model Performance Updating Protocols: Using a Data-Driven Testing Procedure to Guide Updating.
Proceedings of the AMIA 2019, 2019

2018
Development of an automated phenotyping algorithm for hepatorenal syndrome.
J. Biomed. Informatics, 2018

Developing a Testing Procedure to Select Model Updating Methods.
Proceedings of the AMIA 2018, 2018

2017
Calibration drift in regression and machine learning models for acute kidney injury.
J. Am. Medical Informatics Assoc., 2017

Long-term Patterns of Patient Portal Use for Pediatric Patients at an Academic Medical Center.
Appl. Clin. Inform., 2017

Machine Learning Models to Predict Readmission for Patients with Cirrhosis.
Proceedings of the AMIA 2017, 2017

Calibration Drift Among Regression and Machine Learning Models for Hospital Mortality.
Proceedings of the AMIA 2017, 2017

2016
Using a Multilayer Self-Organizing Map for Risk Prediction in Hepatorenal Syndrome.
Proceedings of the Summit on Clinical Research Informatics, 2016

Calibration Drift of Clinical Prediction Models Across Modeling Methods.
Proceedings of the Summit on Clinical Research Informatics, 2016

Use of a Patient Portal During Hospital Admissions to Surgical Services.
Proceedings of the AMIA 2016, 2016

Adoption of Secure Messaging in a Patient Portal across Pediatric Specialties.
Proceedings of the AMIA 2016, 2016

2015
Health Literacy, Education Levels, and Patient Portal Usage During Hospitalizations.
Proceedings of the AMIA 2015, 2015


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