Stuart J. Nelson

45 papers Misc 25Journal 13Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Machine-Learned Codes from EHR Data Predict Hard Outcomes Better than Human-Assigned ICD Codes. Mach. Learn. Knowl. Extr. Ying Yin, YiJun Shao, Phillip Ma, Qing Zeng-Treitler, Stuart J. Nelson
2022	Misc	`conf`	A Novel Hybrid Value-Aware Transformer Architecture for Learning from Longitudinal Clinical Data. AMIA YiJun Shao, Yan Cheng, Stuart J. Nelson, Peter Kokkinos, Edward Zamrini, Ali Ahmed, Qing Zeng-Treitler
2022	J	`jnl`	Identification of colorectal cancer using structured and free text clinical data. Health Informatics J. Douglas F. Redd, YiJun Shao, Qing Zeng-Treitler, Laura J. Myers, Barry C. Barker, Stuart J. Nelson, Thomas F. Imperiale
2022	—	`conf`	Modeling the Impact of Social Determinants of Health on COVID Behaviors in Older Adults using the All of Us Dataset. ICHI Phillip Ma, YiJun Shao, Yan Cheng, Youxuan Ling, Qing Zeng-Treitler, Stuart J. Nelson
2021	J	`jnl`	A bottom-up approach to creating an ontology for medication indications. J. Am. Medical Informatics Assoc. Stuart J. Nelson, Allen J. Flynn, Mark S. Tuttle
2021	Misc	`conf`	Healthy Lifestyle and Mood: A Biomedical Informatics Citizen Science Project in a High School Classroom. AMIA Jennifer Ushe, Doug Redd, Scarlyn Gutierrez Nunez, Eduardo A. Trujillo-Rivera, Senait Tekle, Stuart J. Nelson, Qing T. Zeng
2021	J	`jnl`	Understanding Demographic Risk Factors for Adverse Outcomes in COVID-19 Patients: Explanation of a Deep Learning Model. J. Heal. Informatics Res. YiJun Shao, Ali Ahmed, Angelike P. Liappis, Charles Faselis, Stuart J. Nelson, Qing Zeng-Treitler
2021	J	`jnl`	Using multivariate long short-term memory neural network to detect aberrant signals in health data for quality assurance. Int. J. Medical Informatics Seyed M. Miran, Stuart J. Nelson, Doug Redd, Qing Zeng-Treitler
2020	J	`jnl`	Imputation and characterization of uncoded self-harm in major mental illness using machine learning. J. Am. Medical Informatics Assoc. Praveen Kumar, Anastasiya Nestsiarovich, Stuart J. Nelson, Berit Kerner, Douglas J. Perkins, Christophe G. Lambert
2020	J	`jnl`	LocalControl: An R Package for Comparative Safety and Effectiveness Research. J. Stat. Softw. Nicolas R. Lauve, Stuart J. Nelson, S. Stanley Young, Robert L. Obenchain, Christophe G. Lambert
2018	Misc	`conf`	Comparison of Bipolar Disorder Monotherapies for Risk of Psychiatric Hospitalization. AMIA 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
2018	Misc	`conf`	Local Control: a microaggregation methodology for performing bias-corrected reproducible observational studies across data silos while protecting patient privacy. AMIA Nicolas R. Lauve, Stuart J. Nelson, Sidney S. Young, Robert L. Obenchain, Christophe G. Lambert
2018	Misc	`conf`	Visit Level Suicidality/Self-harm Phenotyping in Major Mental Illness. AMIA Praveen Kumar, Anastasiya Nestsiarovich, Aurélien J. Mazurie, Nathaniel G. Hurwitz, Stuart J. Nelson, Christophe G. Lambert
2017	J	`jnl`	DrugCentral: online drug compendium. Nucleic Acids Res. Oleg Ursu, Jayme Holmes, Jeffrey Knockel, Cristian Bologa, Jeremy J. Yang, Stephen L. Mathias, Stuart J. Nelson, Tudor I. Oprea
2017	J	`jnl`	Formalizing drug indications on the road to therapeutic intent. J. Am. Medical Informatics Assoc. 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
2014	Misc	`conf`	What's In A Name: Precision Medicine and a New Nosology. AMIA Mark S. Tuttle, Stuart J. Nelson, Yves A. Lussier, Amber M. Johnson
2012	Misc	`conf`	Towards Secure, Efficient and Standards-Based Medication Information Exchange between Patients and Physicians on Mobile Devices. AMIA Kelly Zeng, Wei Ma, Andrew Rickert, Soma Lanka, John Kilbourne, Chris Hui, Stuart J. Nelson
2011	J	`jnl`	Building a standards-based and collaborative e-prescribing tool: MyRxPad. Int. J. Data Min. Bioinform. Stuart J. Nelson, Kelly Zeng, John Kilbourne
2011	J	`jnl`	Normalized names for clinical drugs: RxNorm at 6 years. J. Am. Medical Informatics Assoc. Stuart J. Nelson, Kelly Zeng, John Kilbourne, Tammy Powell, Robin Moore
2009	—	`conf`	Building a Standards-Based and Collaborative E-Prescribing Tool. BIBM Stuart J. Nelson, Kelly Zeng, John Kilbourne
2009	—	`conf`	Medical Terminologies That Work: The Example of MeSH. ISPAN Stuart J. Nelson
2008	Misc	`conf`	Design and Implementation of a Personal Medication Record - AMIA Kelly Zeng, Olivier Bodenreider, Stuart J. Nelson
2006	Misc	`conf`	Mapping SNOMED-CT Concepts to MeSH Concepts. AMIA Amy K. Jacobs, Theresa A. Quinn, Stuart J. Nelson
2006	Misc	`conf`	RxNav: A Web Service for Standard Drug Information. AMIA Kelly Zeng, Olivier Bodenreider, John Kilbourne, Stuart J. Nelson
2006	Misc	`conf`	RxNav: Providing Standard Drug Information. AMIA Kelly Zeng, Olivier Bodenreider, John Kilbourne, Stuart J. Nelson
2005	J	`jnl`	Research Paper: Integrating SNOMED CT into the UMLS: An Exploration of Different Views of Synonymy and Quality of Editing. J. Am. Medical Informatics Assoc. Kin Wah Fung, William T. Hole, Stuart J. Nelson, Suresh Srinivasan, Tammy Powell, Laura Roth
2005	Misc	`conf`	RxNav: A Progress Report. AMIA Kelly Zeng, Olivier Bodenreider, Stuart J. Nelson
2005	J	`jnl`	RxNorm: Prescription for Electronic Drug Information Exchange. IT Prof. Simon Liu, Wei Ma, Robin Moore, Vikraman Ganesan, Stuart J. Nelson
2004	—	`conf`	The MeSH Translation Maintenance System: Structure, Interface Design, and Implementation. MedInfo Stuart J. Nelson, Michael Schopen, Allan G. Savage, Jacque-Lynne A. Schulman, Natalie Arluk
2002	Misc	`conf`	A semantic normal form for clinical drugs in the UMLS: early experiences with the VANDF. AMIA Stuart J. Nelson, Steven H. Brown, Mark Erlbaum, Nels Olson, Tammy Powell, Brian Carlsen, John S. Carter, Mark S. Tuttle, William T. Hole
2002	Misc	`conf`	Tracking meaning over time in the UMLS Metathesaurus. AMIA Tammy Powell, Suresh Srinivasan, Stuart J. Nelson, William T. Hole, Laura Roth, Vladimir Olenichev
2001	Misc	`conf`	Making the Marriage: Reconciling Views of Concepts and Meaning in MeSH and the UMLS Metathesaurus. AMIA Stuart J. Nelson, Douglas Johnston, Tammy Powell, William T. Hole
2001	Misc	`conf`	The Creation and Use of a Reference Terminology for Inter-agency Computer-based Patient Records: The GCPR RTM Demonstration Project. AMIA John S. Carter, Steven H. Brown, Stuart J. Nelson, Michael J. Lincoln, Mark S. Tuttle
2001	—	`conf`	The Semantic Web As "Perfection Seeking": A View from Drug Terminology. SWWS Mark S. Tuttle, Steven H. Brown, Keith E. Campbell, John S. Carter, Kevin Keck, Michael J. Lincoln, Stuart J. Nelson, Michael Stonebraker
2001	—	`conf`	The Semantic Web as "Perfection Seeking": A View from Drug Terminology. The Emerging Semantic Web Mark S. Tuttle, Steven H. Brown, Keith E. Campbell, John S. Carter, Kevin Keck, Michael J. Lincoln, Stuart J. Nelson, Michael Stonebraker
2000	Misc	`conf`	An Interoperable Disease Description Database. AMIA Florence Chang, Stuart J. Nelson
2000	Misc	`conf`	The NLM Indexing Initiative. AMIA Alan R. Aronson, Olivier Bodenreider, Florence Chang, Susanne M. Humphrey, James G. Mork, Stuart J. Nelson, Thomas C. Rindflesch, W. John Wilbur
1999	Misc	`conf`	Automated Assignment of Medical Subject Headings. AMIA Stuart J. Nelson, Alan R. Aronson, Tamas E. Doszkocs, W. John Wilbur, Olivier Bodenreider, H. Florence Chang, James G. Mork, Alexa T. McCray
1999	Misc	`conf`	Automated Indexing of Gene Symbols. AMIA Nancy N. Sorden, H. Florence Chang, Stuart J. Nelson
1999	Misc	`conf`	Presenting MeSH Data Over the Web. AMIA Florence Chang, Stuart J. Nelson
1998	Misc	`conf`	An Experience in Merging Thesauri: Using Terms from Other Thesauri to Enhance MeSH. AMIA Carol H. Wu, Suresh Srinivasan, Stuart J. Nelson
1998	Misc	`conf`	Beyond synonymy: exploiting the UMLS semantics in mapping vocabularies. AMIA Olivier Bodenreider, Stuart J. Nelson, William T. Hole, H. Florence Chang
1998	Misc	`conf`	Creating a Thesaurus from Text: A "Bottom-Up" Approach to Organizing Medical Knowledge. AMIA Stuart J. Nelson, Thom Kuhn, Daniel Radzinski, David D. Sherertz, Mark S. Tuttle, Robert P. Spena
1998	Misc	`conf`	Redefining a Thesaurus: Term-Centric No More. AMIA Douglas Johnston, Stuart J. Nelson, Jacque-Lynne A. Schulman, Allan G. Savage, Tammy Powell
1983	—	`conf`	"Expertness" from Structured Text? RECONSIDER: A Diagnostic Prompting Program. ANLP Mark S. Tuttle, David D. Sherertz, Marsden S. Blois, Stuart J. Nelson