"Expertness" from Structured Text? RECONSIDER: A Diagnostic Prompting Program. - Mark S. Tuttle; David D. Sherertz; Marsden S. Blois; Stuart J. Nelson (ANLP, 1983)

Beyond synonymy: exploiting the UMLS semantics in mapping vocabularies. - Olivier Bodenreider; Stuart J. Nelson; William T. Hole; H. Florence Chang (AMIA, 1998)

Redefining a Thesaurus: Term-Centric No More. - Douglas Johnston; Stuart J. Nelson; Jacque-Lynne A. Schulman; Allan G. Savage; Tammy Powell (AMIA, 1998)

Creating a Thesaurus from Text: A "Bottom-Up" Approach to Organizing Medical Knowledge. - Stuart J. Nelson; Thom Kuhn; Daniel Radzinski; David D. Sherertz; Mark S. Tuttle; Robert P. Spena (AMIA, 1998)

An Experience in Merging Thesauri: Using Terms from Other Thesauri to Enhance MeSH. - Carol H. Wu; Suresh Srinivasan; Stuart J. Nelson (AMIA, 1998)

Presenting MeSH Data Over the Web. - Florence Chang; Stuart J. Nelson (AMIA, 1999)

Automated Assignment of Medical Subject Headings. - Stuart J. Nelson; Alan R. Aronson; Tamas E. Doszkocs; W. John Wilbur; Olivier Bodenreider; H. Florence Chang; James G. Mork; Alexa T. McCray (AMIA, 1999)

Automated Indexing of Gene Symbols. - Nancy N. Sorden; H. Florence Chang; Stuart J. Nelson (AMIA, 1999)

The NLM Indexing Initiative. - Alan R. Aronson; Olivier Bodenreider; Florence Chang; Susanne M. Humphrey; James G. Mork; Stuart J. Nelson; Thomas C. Rindflesch; W. John Wilbur (AMIA, 2000)

An Interoperable Disease Description Database. - Florence Chang; Stuart J. Nelson (AMIA, 2000)

The Creation and Use of a Reference Terminology for Inter-agency Computer-based Patient Records: The GCPR RTM Demonstration Project. - John S. Carter; Steven H. Brown; Stuart J. Nelson; Michael J. Lincoln; Mark S. Tuttle (AMIA, 2001)

Making the Marriage: Reconciling Views of Concepts and Meaning in MeSH and the UMLS Metathesaurus. - Stuart J. Nelson; Douglas Johnston; Tammy Powell; William T. Hole (AMIA, 2001)

The Semantic Web as "Perfection Seeking": A View from Drug Terminology. - Mark S. Tuttle; Steven H. Brown; Keith E. Campbell; John S. Carter; Kevin Keck; Michael J. Lincoln; Stuart J. Nelson; Michael Stonebraker (The Emerging Semantic Web, 2001)

A semantic normal form for clinical drugs in the UMLS: early experiences with the VANDF. - Stuart J. Nelson; Steven H. Brown; Mark Erlbaum; Nels Olson; Tammy Powell; Brian Carlsen; John S. Carter; Mark S. Tuttle; William T. Hole (AMIA, 2002)

Tracking meaning over time in the UMLS Metathesaurus. - Tammy Powell; Suresh Srinivasan; Stuart J. Nelson; William T. Hole; Laura Roth; Vladimir Olenichev (AMIA, 2002)

The MeSH Translation Maintenance System: Structure, Interface Design, and Implementation. - Stuart J. Nelson; Michael Schopen; Allan G. Savage; Jacque-Lynne A. Schulman; Natalie Arluk (MedInfo, 2004)

RxNav: A Progress Report. - Kelly Zeng; Olivier Bodenreider; Stuart J. Nelson (AMIA, 2005)

RxNorm: Prescription for Electronic Drug Information Exchange. - Simon Liu; Wei Ma; Robin Moore; Vikraman Ganesan; Stuart J. Nelson (IT Prof., 2005)

Research Paper: Integrating SNOMED CT into the UMLS: An Exploration of Different Views of Synonymy and Quality of Editing. - Kin Wah Fung; William T. Hole; Stuart J. Nelson; Suresh Srinivasan; Tammy Powell; Laura Roth (J. Am. Medical Informatics Assoc., 2005)

Mapping SNOMED-CT Concepts to MeSH Concepts. - Amy K. Jacobs; Theresa A. Quinn; Stuart J. Nelson (AMIA, 2006)

RxNav: A Web Service for Standard Drug Information. - Kelly Zeng; Olivier Bodenreider; John Kilbourne; Stuart J. Nelson (AMIA, 2006)

RxNav: Providing Standard Drug Information. - Kelly Zeng; Olivier Bodenreider; John Kilbourne; Stuart J. Nelson (AMIA, 2006)

Design and Implementation of a Personal Medication Record - MyMedicationList. - Kelly Zeng; Olivier Bodenreider; Stuart J. Nelson (AMIA, 2008)

Building a Standards-Based and Collaborative E-Prescribing Tool. - Stuart J. Nelson; Kelly Zeng; John Kilbourne (BIBM, 2009)

Medical Terminologies That Work: The Example of MeSH. - Stuart J. Nelson (ISPAN, 2009)

Building a standards-based and collaborative e-prescribing tool: MyRxPad. - Stuart J. Nelson; Kelly Zeng; John Kilbourne (Int. J. Data Min. Bioinform., 2011)

Normalized names for clinical drugs: RxNorm at 6 years. - Stuart J. Nelson; Kelly Zeng; John Kilbourne; Tammy Powell; Robin Moore (J. Am. Medical Informatics Assoc., 2011)

Towards Secure, Efficient and Standards-Based Medication Information Exchange between Patients and Physicians on Mobile Devices. - Kelly Zeng; Wei Ma; Andrew Rickert; Soma Lanka; John Kilbourne; Chris Hui; Stuart J. Nelson (AMIA, 2012)

What's In A Name: Precision Medicine and a New Nosology. - Mark S. Tuttle; Stuart J. Nelson; Yves A. Lussier; Amber M. Johnson (AMIA, 2014)

Formalizing drug indications on the road to therapeutic intent. - Stuart J. Nelson; Tudor I. Oprea; Oleg Ursu; Cristian Bologa; Amrapali Zaveri; Jayme Holmes; Jeremy J. Yang; Stephen L. Mathias; Subramani Mani; Mark S. Tuttle; Michel Dumontier (J. Am. Medical Informatics Assoc., 2017)

DrugCentral: online drug compendium. - Oleg Ursu; Jayme Holmes; Jeffrey Knockel; Cristian Bologa; Jeremy J. Yang; Stephen L. Mathias; Stuart J. Nelson; Tudor I. Oprea (Nucleic Acids Res., 2017)

Visit Level Suicidality/Self-harm Phenotyping in Major Mental Illness. - Praveen Kumar; Anastasiya Nestsiarovich; Aurélien J. Mazurie; Nathaniel G. Hurwitz; Stuart J. Nelson; Christophe G. Lambert (AMIA, 2018)

Local Control: a microaggregation methodology for performing bias-corrected reproducible observational studies across data silos while protecting patient privacy. - Nicolas R. Lauve; Stuart J. Nelson; Sidney S. Young; Robert L. Obenchain; Christophe G. Lambert (AMIA, 2018)

Comparison of Bipolar Disorder Monotherapies for Risk of Psychiatric Hospitalization. - Anastasiya Nestsiarovich; Aurélien J. Mazurie; Nathaniel G. Hurwitz; Berit Kerner; Stuart J. Nelson; Annette S. Crisanti; Mauricio Tohen; Ronald Krall; Douglas J. Perkins; Christophe G. Lambert (AMIA, 2018)

Imputation and characterization of uncoded self-harm in major mental illness using machine learning. - Praveen Kumar; Anastasiya Nestsiarovich; Stuart J. Nelson; Berit Kerner; Douglas J. Perkins; Christophe G. Lambert (J. Am. Medical Informatics Assoc., 2020)

LocalControl: An R Package for Comparative Safety and Effectiveness Research. - Nicolas R. Lauve; Stuart J. Nelson; S. Stanley Young; Robert L. Obenchain; Christophe G. Lambert (J. Stat. Softw., 2020)

Healthy Lifestyle and Mood: A Biomedical Informatics Citizen Science Project in a High School Classroom. - Jennifer Ushe; Doug Redd; Scarlyn Gutierrez Nunez; Eduardo A. Trujillo-Rivera; Senait Tekle; Stuart J. Nelson; Qing T. Zeng (AMIA, 2021)

Using multivariate long short-term memory neural network to detect aberrant signals in health data for quality assurance. - Seyed M. Miran; Stuart J. Nelson; Doug Redd; Qing Zeng-Treitler (Int. J. Medical Informatics, 2021)

A bottom-up approach to creating an ontology for medication indications. - Stuart J. Nelson; Allen J. Flynn; Mark S. Tuttle (J. Am. Medical Informatics Assoc., 2021)

Understanding Demographic Risk Factors for Adverse Outcomes in COVID-19 Patients: Explanation of a Deep Learning Model. - YiJun Shao; Ali Ahmed; Angelike P. Liappis; Charles Faselis; Stuart J. Nelson; Qing Zeng-Treitler (J. Heal. Informatics Res., 2021)

A Novel Hybrid Value-Aware Transformer Architecture for Learning from Longitudinal Clinical Data. - Yijun Shao; Yan Cheng; Stuart J. Nelson; Peter Kokkinos; Edward Zamrini; Ali Ahmed; Qing Zeng-Treitler (AMIA, 2022)

Modeling the Impact of Social Determinants of Health on COVID Behaviors in Older Adults using the All of Us Dataset. - Phillip Ma; Yijun Shao; Yan Cheng; Youxuan Ling; Qing Zeng-Treitler; Stuart J. Nelson (ICHI, 2022)

Identification of colorectal cancer using structured and free text clinical data. - Douglas F. Redd; Yijun Shao; Qing Zeng-Treitler; Laura J. Myers; Barry C. Barker; Stuart J. Nelson; Thomas F. Imperiale (Health Informatics J., 2022)

Machine-Learned Codes from EHR Data Predict Hard Outcomes Better than Human-Assigned ICD Codes. - Ying Yin; Yijun Shao; Phillip Ma; Qing Zeng-Treitler; Stuart J. Nelson (Mach. Learn. Knowl. Extr., 2025)