An artificial intelligence approach to COVID-19 infection risk assessment in virtual visits: A case report JS Obeid, M Davis, M Turner, SM Meystre, PM Heider, EC O'Bryan, ... Journal of the American Medical Informatics Association 27 (8), 1321-1325, 2020 | 76 | 2020 |
Automatic trial eligibility surveillance based on unstructured clinical data SM Meystre, PM Heider, Y Kim, DB Aruch, CD Britten International journal of medical informatics 129, 13-19, 2019 | 53 | 2019 |
The processing of it object relative clauses: Evidence against a fine-grained frequency account PM Heider, JE Dery, D Roland Journal of Memory and Language 75, 58-76, 2014 | 44 | 2014 |
Ensemble-based methods to improve de-identification of electronic health record narratives Y Kim, P Heider, S Meystre AMIA annual symposium proceedings 2018, 663, 2018 | 31 | 2018 |
A comparative analysis of speed and accuracy for three off-the-shelf de-identification tools PM Heider, JS Obeid, SM Meystre AMIA Summits on Translational Science Proceedings 2020, 241, 2020 | 27 | 2020 |
Impact of de-identification on clinical text classification using traditional and deep learning classifiers JS Obeid, PM Heider, ER Weeda, AJ Matuskowitz, CM Carr, K Gagnon, ... Studies in health technology and informatics 264, 283, 2019 | 21 | 2019 |
Natural language processing enabling COVID-19 predictive analytics to support data-driven patient advising and pooled testing SM Meystre, PM Heider, Y Kim, M Davis, J Obeid, J Madory, ... Journal of the American Medical Informatics Association 29 (1), 12-21, 2022 | 19 | 2022 |
A hybrid model for family history information identification and relation extraction: development and evaluation of an end-to-end information extraction system Y Kim, PM Heider, IRH Lally, SM Meystre JMIR Medical Informatics 9 (4), e22797, 2021 | 10 | 2021 |
ETUDE for easy and efficient NLP application evaluation PM Heider, JK Accetta, SM Meystre AMIA NLP-WG Pre-Symposium, 2018 | 7 | 2018 |
Representing and utilizing clinical textual data for real world studies: An OHDSI approach VK Keloth, JM Banda, M Gurley, PM Heider, G Kennedy, H Liu, F Liu, ... Journal of biomedical informatics 142, 104343, 2023 | 6 | 2023 |
Repurposing Bible translations for grammar sketches PM Heider, A Hatfield, J Wilson Proceedings of the Second Meeting of the Illinois Language and Linguistics …, 2011 | 5 | 2011 |
Piloting an automated clinical trial eligibility surveillance and provider alert system based on artificial intelligence and standard data models SM Meystre, PM Heider, A Cates, G Bastian, T Pittman, S Gentilin, ... BMC Medical Research Methodology 23 (1), 88, 2023 | 3 | 2023 |
A natural language processing tool offering data extraction for COVID-19 related information (DECOVRI) PM Heider, RM Pipaliya, SM Meystre MEDINFO 2021: One World, One Health–Global Partnership for Digital …, 2022 | 3 | 2022 |
Comparative Study of Various Approaches for Ensemble-based De-identification of Electronic Health Record Narratives Y Kim, PM Heider, SM Meystre AMIA Annual Symposium Proceedings 2020, 648, 2020 | 3 | 2020 |
ETUDE: demonstrating multiple matching styles and offset calculators within a natural language processing evaluation tool PM Heider, JK Accetta, SM Meystre Proceedings of the 17th World Congress on Medical and Health Informatics, 25-30, 2019 | 2 | 2019 |
Algorithmic bias in de-identification tools PM Heider 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI …, 2023 | 1 | 2023 |
Patient-Pivoted automated trial eligibility pipeline: the first of three phases in a modular architecture PM Heider, SM Meystre MEDINFO 2019: Health and Wellbeing e-Networks for All, 1476-1477, 2019 | 1 | 2019 |
Hybrid Approaches for Automated Clinical Trial Cohort Selection PM Heider, Y Kim, AK AAlAbdulsalam AMIA... Annual Symposium proceedings/AMIA Symposium. AMIA Symposium, 2018 | 1 | 2018 |
An Extensible Evaluation Framework Applied to Clinical Text Deidentification Natural Language Processing Tools: Multisystem and Multicorpus Study PM Heider, SM Meystre Journal of Medical Internet Research 26, e55676, 2024 | | 2024 |
Initial development of tools to identify child abuse and neglect in pediatric primary care RF Hanson, V Zhu, F Are, H Espeleta, E Wallis, P Heider, M Kautz, ... BMC medical informatics and decision making 23 (1), 266, 2023 | | 2023 |