Cynthia Brandt

According to our database1, Cynthia Brandt authored at least 85 papers between 1997 and 2024.

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Bibliography

2024
StrokeClassifier: ischemic stroke etiology classification by ensemble consensus modeling using electronic health records.
npj Digit. Medicine, 2024

A roadmap to artificial intelligence (AI): Methods for designing and building AI ready data to promote fairness.
J. Biomed. Informatics, 2024

Safety challenges of AI in medicine.
CoRR, 2024

Design of Personal Health Libraries for People Returning from Incarceration in the United States.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023
Detection of left ventricular systolic dysfunction from single-lead electrocardiography adapted for portable and wearable devices.
npj Digit. Medicine, 2023

Leveraging Contextual Relatedness to Identify Suicide Documentation in Clinical Notes through Zero Shot Learning.
CoRR, 2023

2022
A multicenter evaluation of computable phenotyping approaches for SARS-CoV-2 infection and COVID-19 hospitalizations.
npj Digit. Medicine, 2022

Transphobia, encoded: an examination of trans-specific terminology in SNOMED CT and ICD-10-CM.
J. Am. Medical Informatics Assoc., 2022

Pharmacogenomics driven decision support prototype with machine learning: A framework for improving patient care.
Frontiers Big Data, 2022

2021
COVID-19 Insights Partnership: Leveraging big data from the Department of Veterans Affairs and supercomputers at the Department of Energy under the public health authority.
J. Am. Medical Informatics Assoc., 2021

Towards Reducing Health Information Inequities in the Caribbean: The Eastern Caribbean Health Outcomes Research Network Data Sharing Platform Usability Study.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

2020
Reducing Annotation Burden Through Multimodal Learning.
Frontiers Big Data, 2020

Benchmark and Best Practices for Biomedical Knowledge Graph Embeddings.
Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, 2020

A Prototype Application to Identify LGBT Patients in Clinical Notes.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Leveraging Location Based Services for Analysis of Suicides in Rural Counties.
Proceedings of the AMIA 2020, 2020

Pain Management Collaboratory Coordinating Center (PMC3): Insights from Multiple Work Groups for Clinical Research Informatics Support.
Proceedings of the AMIA 2020, 2020

Validation of the Data Quality of a Tumor Board Registry Through Assessment of Clinicopathologic Survival Outcomes in Melanoma Patients.
Proceedings of the AMIA 2020, 2020

Pain Assessment in Veterans Health Administration Chiropractic Clinic Documentation.
Proceedings of the AMIA 2020, 2020

2019
Automated Generation of CONSORT Diagrams Using Relational Database Software.
Appl. Clin. Inform., 2019

Explainable Deep Learning Applied to Understanding Opioid Use Disorder and Its Risk Factors.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

The Nuts and Bolts of Sponsorship: Perspectives in Informatics.
Proceedings of the AMIA 2019, 2019

Presecription opioid tapering: Mining structured and unstructured data.
Proceedings of the AMIA 2019, 2019

Preliminary chart review for Natural Language Processing development among electronic health records with documentation of marijuana use.
Proceedings of the AMIA 2019, 2019

A Pragmatic Multi-system Opioid Use Disorder Computable Phenotype for the Emergency Department.
Proceedings of the AMIA 2019, 2019

2018
Classifying clinical notes with pain assessment using machine learning.
Medical Biol. Eng. Comput., 2018

Suicide Risk on Twitter.
Int. J. Knowl. Discov. Bioinform., 2018

Notes from the Field: Real-World Clinical Information Exchange between Electronic Health Records.
Proceedings of the AMIA 2018, 2018

A Common Web Interface Provides Access to Clinical Databases Using REDCap and Python.
Proceedings of the AMIA 2018, 2018

2017
Utilizing patient data from the veterans administration electronic health record to support web-based clinical decision support: informatics challenges and issues from three clinical domains.
BMC Medical Informatics Decis. Mak., 2017

An Evolving Ecosystem for Natural Language Processing in Department of Veterans Affairs.
J. Medical Syst., 2017

Classifying Clinical Notes with Pain Assessment.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Leveraging Twitter to better identify suicide risk.
Proceedings of the 1st ACM Workshop on Medical Informatics and Healthcare, 2017

A Clinical Decision Support System for Monitoring Post-Colonoscopy Patient Follow-Up and Scheduling.
Proceedings of the Summit on Clinical Research Informatics, 2017

An Evolving Ecosystem for Natural Language Processing in Department of Veterans Affairs.
Proceedings of the Summit on Clinical Research Informatics, 2017

Phenotyping physiologic measurement of lung function in a large electronic health record using automated tools.
Proceedings of the AMIA 2017, 2017

2016
Classification of radiology reports for falls in an HIV study cohort.
J. Am. Medical Informatics Assoc., 2016

Event Coreference in Support of Temporal Reasoning in Mental Health Notes.
Proceedings of the AMIA 2016, 2016

Improving Pain Assessment in Medical Intensive Care Unit Through Natural Language Processing.
Proceedings of the AMIA 2016, 2016

Evaluation of UMLS Term Coverage for Echocardiogram Measures.
Proceedings of the AMIA 2016, 2016

2015
Laplacian SVM Based Feature Selection Improves Medical Event Reports Classification.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Exploring Healthcare Mobility in the US to Improve Quality of Care: Preliminary Results.
Proceedings of the AMIA 2015, 2015

Improving Evidence-Based Migraine Management in VA Primary Care Clinics by Utilizing Informatics Tools.
Proceedings of the AMIA 2015, 2015

Feature Selection Based LapSVM to Classify Medical Event Reports and Enhance Patient Safety.
Proceedings of the AMIA 2015, 2015

Using the Adverse Event Reporting System: Can Analysis be Streamlined by Text Processing?
Proceedings of the AMIA 2015, 2015

Automating Identification of OEF/OIF Veterans Diagnosed with ALS.
Proceedings of the AMIA 2015, 2015

2013
Semi-supervised clinical text classification with Laplacian SVMs: An application to cancer case management.
J. Biomed. Informatics, 2013

Complementary ensemble clustering of biomedical data.
J. Biomed. Informatics, 2013

Knowledge-based biomedical word sense disambiguation: an evaluation and application to clinical document classification.
J. Am. Medical Informatics Assoc., 2013

Improving Patients' Electronic Health Record Comprehension with NoteAid.
Proceedings of the MEDINFO 2013, 2013

MedCat: A Framework for High Level Conceptualization of Medical Notes.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2012
Ontology-guided feature engineering for clinical text classification.
J. Biomed. Informatics, 2012

Semantic similarity in the biomedical domain: an evaluation across knowledge sources.
BMC Bioinform., 2012

Enhancing Clustering by Exploiting Complementary Data Modalities in the Medical Domain.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Developing a Terminology for PTSD Psychotherapeutic Modalities for use with Clinical Documents.
Proceedings of the AMIA 2012, 2012

Towards a Clinically Efficient Model for Clinical Decision Support Linked to the VA EMR: A Pilot System for Neuropathic Pain.
Proceedings of the AMIA 2012, 2012

Analysis of VA Telephone Call Notes using Topic Modeling.
Proceedings of the AMIA 2012, 2012

2011
The Yale cTAKES extensions for document classification: architecture and application.
J. Am. Medical Informatics Assoc., 2011

2010
Brief review: Use of statistical analysis in the biomedical informatics literature.
J. Am. Medical Informatics Assoc., 2010

2006
Pivoting approaches for bulk extraction of Entity-Attribute-Value data.
Comput. Methods Programs Biomed., 2006

Qualitative Study of Patients' Perceptions of Safety and Risk Related to Electronic Health Records in a Hospital.
Proceedings of the AMIA 2006, 2006

2005
The GuideLine Implementability Appraisal (GLIA): development of an instrument to identify obstacles to guideline implementation.
BMC Medical Informatics Decis. Mak., 2005

Metadata Driven Generation of Reports for Clinical Studies.
Proceedings of the AMIA 2005, 2005

Designing a Tracking System Based on Cognitive Theory of Error.
Proceedings of the AMIA 2005, 2005

Automating Identification of Adverse Events Related to Abnormal Lab Results Using Standard Vocabularies.
Proceedings of the AMIA 2005, 2005

Validation of a System for Quality Improvement: Preliminary Data.
Proceedings of the AMIA 2005, 2005

Informatics Tools to Improve Clinical Research.
Proceedings of the AMIA 2005, 2005

2004
Case Report: Exploring the Portability of Informatics Capabilities from a Clinical Application to a Bioscience Application.
J. Am. Medical Informatics Assoc., 2004

Application of Information Technology: Managing Complex Change in Clinical Study Metadata.
J. Am. Medical Informatics Assoc., 2004

2003
Temporal query of attribute-value patient data: utilizing the constraints of clinical studies.
Int. J. Medical Informatics, 2003

The Integration of Similar Clinical Research Data Collection Instruments.
Proceedings of the AMIA 2003, 2003

TrialDB: A Web-based Clinical Study Data Management System AMIA 2003 Open Source Expo.
Proceedings of the AMIA 2003, 2003

2002
Application of Information Technology: Metadata-driven Ad Hoc Query of Patient Data: Meeting the Needs of Clinical Studies.
J. Am. Medical Informatics Assoc., 2002

Metadata-driven creation of data marts from an EAV-modeled clinical research database.
Int. J. Medical Informatics, 2002

2001
Research Paper: UMLS Concept Indexing for Production Databases: A Feasibility Study.
J. Am. Medical Informatics Assoc., 2001

Web-based UMLS concept retrieval by automatic text scanning: a comparison of two methods.
Comput. Methods Programs Biomed., 2001

Generation of pedigree diagrams for web display using scalable vector graphics from a clinical trials database.
Proceedings of the AMIA 2001, 2001

2000
Application of Information Technology: WebEAV: Automatic Metadata-driven Generation of Web Interfaces to Entity-Attribute-Value Databases.
J. Am. Medical Informatics Assoc., 2000

Promoting Workflow Integration with Information Management Services and GEM-encoded Guidelines.
Proceedings of the AMIA 2000, 2000

1999
Review: Computer-based Guideline Implementation Systems: A Systematic Review of Functionality and Effectiveness.
J. Am. Medical Informatics Assoc., 1999

Model Formulation: A Design Model for Computer-based Guideline Implementation Based on Information Management Services.
J. Am. Medical Informatics Assoc., 1999

1998
Application of Technology: Managing Attribute-Value Clinical Trials Data Using the ACT/DB Client-Server Database System.
J. Am. Medical Informatics Assoc., 1998

ACT/DB: A Clinical Trials Database Being Refined on a Pilot Basis at Two Medical Centers.
Proceedings of the AMIA 1998, 1998

1997
SEURAT: Scanned Entry of Structured Data for a Pediatric Health Maintenance Record System.
Proceedings of the AMIA 1997, 1997

A prototype Web site for immunization knowledge maintenance.
Proceedings of the AMIA 1997, 1997

Using Coded Semantic Relationships to Retrieve and Structure Clinical Reference Information.
Proceedings of the AMIA 1997, 1997


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