Clinical Decision Support Systems in Pediatric Surgery: a Scoping Review. - Michael R. Phillips; Christopher J. Tignanelli; Saif Khairat; Arlene E. Chung (AMIA, 2019)

Named Entity Recognition in Prehospital Trauma Care. - Greg M. Silverman; Elizabeth A. Lindemann; Geetanjali Rajamani; Raymond L. Finzel; Reed McEwan; Benjamin C. Knoll; Serguei Pakhomov; Genevieve B. Melton; Christopher J. Tignanelli (MedInfo, 2019)

Using Specific COVID-19 Targets and Patient Care Settings as a Springboard for Driving Global Improvements in the Learning Health System Cycle for COVID-19 and Beyond. - Steve Bernstein; Jerome A. Osheroff; Julia Skapik; Christopher J. Tignanelli; Matthew Burton (AMIA, 2021)

Stakeholder-driven "Art of the Possible" Patient Journeys for COVID-19 and Beyond; Current and Future Steps to Fully Realize this Vision. - Jerome A. Osheroff; Brian S. Alper; Christopher J. Tignanelli; Julia L. Skapik (AMIA, 2021)

A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals. - Ju Sun; Le Peng; Taihui Li; Dyah Adila; Zach Zaiman; Genevieve B. Melton; Nicholas Ingraham; Eric Murray; Daniel Boley; Sean Switzer; John L. Burns; Kun Huang; et al. (CoRR, 2021)

An Empirical Study of UMLS Concept Extraction from Clinical Notes using Boolean Combination Ensembles. - Greg M. Silverman; Raymond L. Finzel; Michael V. Heinz; Jake Vasilakes; Jacob C. Solinsky; Reed McEwan; Benjamin C. Knoll; Christopher J. Tignanelli; Hongfang Liu; Hua Xu 001; Xiaoqian Jiang; Genevieve B. Melton; et al. (CoRR, 2021)

NLP Methods for Extraction of Symptoms from Unstructured Data for Use in Prognostic COVID-19 Analytic Models. - Greg M. Silverman; Himanshu S. Sahoo; Nicholas Ingraham; Monica Lupei; Michael A. Puskarich; Michael Usher; James Dries; Raymond L. Finzel; Eric Murray; John Sartori; György J. Simon; Rui Zhang 028; et al. (J. Artif. Intell. Res., 2021)

Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals. - Le Peng; Gaoxiang Luo; Andrew Walker; Zachary Zaiman; Emma K. Jones; Hemant Gupta; Kristopher Kersten; John L. Burns; Christopher A. Harle; Tanja Magoc; Benjamin Shickel; Scott D. Steenburg; et al. (J. Am. Medical Informatics Assoc., 2022)

Promoting Learning Health System Cycles by Optimizing EHR Data Clinical Concept Encoding Processes. - Piper Ranallo; Bronwyn Southwell; Christopher J. Tignanelli; Steven G. Johnson; Richard Krueger; Tess Sevareid-Groth; Adam Carvel; Genevieve B. Melton (MedInfo, 2023)

A Symptom-Based Natural Language Processing Surveillance Pipeline for Post-COVID-19 Patients. - Greg M. Silverman; Geetanjali Rajamani; Nicholas E. Ingraham; James K. Glover; Himanshu S. Sahoo; Michael Usher; Rui Zhang 028; Farha Ikramuddin; Tanya E. Melnik; Genevieve B. Melton; Christopher J. Tignanelli (MedInfo, 2023)