Under Construction: We’re still backfilling publications.

Papers, conference presentations, posters, and talks.

Check out our Codeberg or GitHub repositories with addenda, errata, corrigenda, and appendixes for these publications.

[ 2024 ] [ 2023 ] [ 2022 ] [ 2021 ]

2024

May 1, 2024

An extensible evaluation framework applied to clinical text deidentification natural language processing tools: Multisystem and multicorpus study

Paul M. Heider and Stéphane M. Meystre. An extensible evaluation framework applied to clinical text deidentification natural language processing tools: Multisystem and multicorpus study. J Med Internet Res, 26:e55676, May 2024. DOI: 10.2196/55676 PMID: 38805692

April 1, 2024

Using ChatGPT and OpenAI ethically and safely in research and education

Heider, Paul M. Using ChatGPT and OpenAI ethically and safely in research and education. In DPHS Region IV Public Health Training Center, April 2024.

April 1, 2024

Probing clinical NLP models for structural bias

Heider, Paul M. Probing clinical NLP models for structural bias. In 30th Annual Thomas A. Pitts Memorial Lectureship in Medical Ethics, April 2024.

March 19, 2024

Risk modeling without increasing risk

Paul M. Heider, Aviv Y. Landau, Leslie A. Lenert, and Maxim Topaz. Risk modeling without increasing risk. In Panel Presented at the AMIA Informatics Summit, Boston, MA, 2024.

2023

November 17, 2023

Initial development of tools to identify child abuse and neglect in pediatric primary care

Rochelle F. Hanson, Vivienne Zhu, Funlola Are, Hannah C. Espeleta, Elizabeth Wallis, Paul M. Heider, Marin Kautz, and Leslie A. Lenert. Initial development of tools to identify child abuse and neglect in pediatric primary care. BMC Medical Informatics and Decision Making, 23, 2023. PMID: 37978498 PMCID: PMC10656827 DOI: 10.1186/s12911-023-02361-7

June 28, 2023

Algorithmic Bias in De-Identification Tools

Heider PM. Algorithmic Bias in De-Identification Tools. 1st International Workshop on Ethics and Bias of Artificial Intelligence in Clinical Applications. Houston, TX; 2023.

April 12, 2023

Implicit bias: Measuring the impact of pejorative and laudative language by clinicians on language models

Heider PM. Implicit bias: Measuring the impact of pejorative and laudative language by clinicians on language models. Invited Talk given to the Clemson/MUSC AI Hub, April 2023.

April 11, 2023

Piloting an automated clinical trial eligibility surveillance and provider alert system based on artificial intelligence and standard data models

Meystre SM, Heider PM, Cates A, Bastian G, Pittman T, Gentilin S, Kelechi TJ. Piloting an automated clinical trial eligibility surveillance and provider alert system based on artificial intelligence and standard data models. BMC Medical Research Methodology. 2023 Apr 11;23(1):88. DOI: 10.1186/s12874-023-01916-6 PMID: 37041475 PMCID: PMC10088225

April 1, 2023

Piloting an automated clinical trial eligibility surveillance and provider alert system based on artificial intelligence and standard data models

Stéphane M. Meystre, Paul M. Heider, Andrew Cates, Grace Bastian, Tara Pittman, Stephanie Gentilin, and Teresa J. Kelechi. Piloting an automated clinical trial eligibility surveillance and provider alert system based on artificial intelligence and standard data models. BMC Medical Research Methodology, 23(1):88, April 2023.

February 23, 2023

Beyond Structure - Using Standardized Labels from a Clinical Section Ontology in Natural Language Processing

Heider PM. Beyond Structure: Using Standardized Labels from a Clinical Section Ontology in Natural Language Processing. Charleston, SC; 2023. Available from: https://ncorwiki.buffalo.edu/index.php/CTS_Ontology_Workshop_2023

2022

November 7, 2022

Implicit provider bias as assessed through explicit mentions of pejorative and laudative terms in MIMIC-III

Heider PM, Obeid JS, and Lenert LA. Implicit provider bias as assessed through explicit mentions of pejorative and laudative terms in MIMIC-III. In AMIA Annual Symposium, Washington, DC, USA, 2022.

November 5, 2022

Extracting Social Determinants of Health from Clinical Text with a Post-Hoc Ensemble of Off-the-shelf Models

Heider PM, Chen K, Obeid JS. Extracting Social Determinants of Health from Clinical Text with a Post-Hoc Ensemble of Off-the-shelf Models. 2022 n2c2 Shared-Task and Workshop. 2022.

2021

[ 2024 ] [ 2023 ] [ 2022 ] [ 2021 ]