Author details

Full Name

Stuart J Nelson

Affiliation

ORCID

Career Start Year

1985

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
37511683	Hybrid Value-Aware Transformer Architecture for Joint Learning from Longitudinal and Non-Longitudinal Clinical Data.	J Pers Med	2023
36993767	Hybrid Value-Aware Transformer Architecture for Joint Learning from Longitudinal and Non-Longitudinal Clinical Data.	medRxiv	2023
35114422	Adverse perinatal outcomes in a large United States birth cohort during the COVID-19 pandemic.	American journal of obstetrics & gynecology MFM	2022
36300566	Identification of colorectal cancer using structured and free text clinical data.	Health Informatics J	2022
35308949	Healthy Lifestyle and Mood: A Biomedical Informatics Citizen Science Project in a High School Classroom.	AMIA Annu Symp Proc	2022
34455688	Association of prehospital antiplatelet therapy with survival in patients hospitalized with COVID-19: A propensity score-matched analysis.	J Thromb Haemost	2021
33484128	A bottom-up approach to creating an ontology for medication indications.	J Am Med Inform Assoc	2021
33688834	Using Machine Learning Imputed Outcomes to Assess Drug-Dependent Risk of Self-Harm in Patients with Bipolar Disorder: A Comparative Effectiveness Study.	JMIR Ment Health	2021
33681695	Understanding Demographic Risk Factors for Adverse Outcomes in COVID-19 Patients: Explanation of a Deep Learning Model.	J Healthc Inform Res	2021
34001210	A model-agnostic approach for understanding heart failure risk factors.	BMC Res Notes	2021
33359919	Effect of age on the failure properties of human meniscus: High-speed strain mapping of tissue tears.	Journal of Biomechanics	2021
33401168	Using multivariate long short-term memory neural network to detect aberrant signals in health data for quality assurance.	Int J Med Inform	2021
32961425	Print-A-Punch: A 3D printed device to cut dumbbell-shaped specimens from soft tissue for tensile testing.	Journal of Biomechanics	2020
31651956	Imputation and characterization of uncoded self-harm in major mental illness using machine learning.	J Am Med Inform Assoc	2020
31744781	Diabetes mellitus risk for 102 drugs and drug combinations used in patients with bipolar disorder.	Psychoneuroendocrinology	2020
34349611	LocalControl: An R Package for Comparative Safety and Effectiveness Research.	J Stat Softw	2020
30986735	Comparison of 71 bipolar disorder pharmacotherapies for kidney disorder risk: The potential hazards of polypharmacy.	J Affect Disord	2019
31774409	Will Artificial Intelligence Translate Big Data Into Improved Medical Care or Be a Source of Confusing Intrusion? A Discussion Between a (Cautious) Physician Informatician and an (Optimistic) Medical Informatics Researcher.	J Med Internet Res	2019
29920885	Comprehensive comparison of monotherapies for psychiatric hospitalization risk in bipolar disorders.	Bipolar Disord	2018
27789690	DrugCentral: online drug compendium.	Nucleic Acids Res	2017
29016968	Formalizing drug indications on the road to therapeutic intent.	J Am Med Inform Assoc	2017
28901625	Systemic challenges in bipolar disorder management: A patient-centered approach.	Bipolar Disord	2017
21805822	Building a standards-based and collaborative e-prescribing tool: MyRxPad.	International Journal of Data Mining and Bioinformatics	2011
21515544	Normalized names for clinical drugs: RxNorm at 6 years.	Journal of the American Medical Informatics Association : JAMIA	2011
20623263	Orthopaedic literature and MeSH.	Clinical Orthopaedics and Related Research	2010
18998962	Design and implementation of a personal medication record-MyMedicationList.	AMIA Annu Symp Proc	2008
18998987	MyMedicationList: integrating personal medication records with resources.	AMIA Annu Symp Proc	2008
17238584	Mapping SNOMED-CT concepts to MeSH concepts.	AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium	2006
17238775	RxNav: a web service for standard drug information.	AMIA Annu Symp Proc	2006
16779454	RxNav: a progress report.	AMIA Annu Symp Proc	2005
15802483	Integrating SNOMED CT into the UMLS: an exploration of different views of synonymy and quality of editing.	J Am Med Inform Assoc	2005
15360776	The MeSH translation maintenance system: structure, interface design, and implementation.	Studies in Health Technology and Informatics	2004
12463886	A semantic normal form for clinical drugs in the UMLS: early experiences with the VANDF.	Proc AMIA Symp	2002
12398255	Mapping in PubMed.	Journal of the Medical Library Association : JMLA	2002
12463898	Tracking meaning over time in the UMLS Metathesaurus.	Proc AMIA Symp	2002
11079836	The NLM Indexing Initiative.	Proc AMIA Symp	2000
9929332	Beyond synonymy: exploiting the UMLS semantics in mapping vocabularies.	Proc AMIA Symp	1998
8947633	MEME-II supports the cooperative management of terminology.	Proc AMIA Annu Fall Symp	1996
8952305	A poor precedent.	Methods Inf Med	1996
8947646	Toward reusable software components at the point of care.	Proc AMIA Annu Fall Symp	1996
8591144	Merging terminologies.	Medinfo	1995
9082134	Navigating to knowledge.	Methods Inf Med	1995
9082131	The representation of meaning in the UMLS.	Methods Inf Med	1995
7641441	In vitro analysis of laser meniscectomy.	Clinical Orthopaedics and Related Research	1995
8591188	Identifying concepts in medical knowledge.	Medinfo	1995
8591330	Accessing oncology information at the point of care: experience using speech, pen, and 3-D interfaces with a knowledge server.	Medinfo	1995
7949908	Formal properties of the Metathesaurus.	Proc Annu Symp Comput Appl Med Care	1994
8125633	The role of the UMLS in 'storing' and 'sharing' across systems.	Int J Biomed Comput	1994
8130505	Recognizing new medical knowledge computationally.	Proc Annu Symp Comput Appl Med Care	1993
8130537	Toward an interim standard for patient-centered knowledge-access.	Proc Annu Symp Comput Appl Med Care	1993