Shaun J. Grannis
Orcid: 0000-0002-8093-6639
According to our database1,
Shaun J. Grannis
authored at least 84 papers
between 2002 and 2024.
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Bibliography
2024
Linking Maternal and Child Health Data to Enhance Public Health Surveillance and Implement Sustainable Interventions.
Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024
2023
Assessing the impact of privacy-preserving record linkage on record overlap and patient demographic and clinical characteristics in PCORnet®, the National Patient-Centered Clinical Research Network.
J. Am. Medical Informatics Assoc., February, 2023
2022
A framework for a consistent and reproducible evaluation of manual review for patient matching algorithms.
J. Am. Medical Informatics Assoc., 2022
Evaluation of real-world referential and probabilistic patient matching to advance patient identification strategy.
J. Am. Medical Informatics Assoc., 2022
Frontiers Digit. Health, 2022
2021
Leveraging data visualization and a statewide health information exchange to support COVID-19 surveillance and response: Application of public health informatics.
J. Am. Medical Informatics Assoc., 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Evaluation of Token Collections and Matching Models to Support Privacy-Preserving Record Linkage (PPRL).
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
npj Digit. Medicine, 2020
Underrepresented racial minorities in biomedical informatics doctoral programs: graduation trends and academic placement (2002-2017).
J. Am. Medical Informatics Assoc., 2020
Proceedings of the 2020 Workshop on Visual Analytics in Healthcare, 2020
Novel Application of Data Quality Metrics to Tailor Standardization of Patient Matching Fields.
Proceedings of the AMIA 2020, 2020
2019
Evaluating the effect of data standardization and validation on patient matching accuracy.
J. Am. Medical Informatics Assoc., 2019
Privacy-Preserving Record Linkage to Identify Fragmented Electronic Medical Records in the All of Us Research Program.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
An Adversorial Approach to Enable Re-Use of Machine Learning Models and Collaborative Research Efforts Using Synthetic Unstructured Free-Text Medical Data.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
An information infrastructure for federated, person-level linkage and query capability across private- and public-sector health data: The Indiana state EMS to HIE ED pilot project.
Proceedings of the AMIA 2019, 2019
Local and State Public Health Informatics Workforce Skills and Needs: A Descriptive Analysis using the PH WINS.
Proceedings of the AMIA 2019, 2019
Comparison of Free-Text Synthetic Data Produced by Three Generative Adversarial Networks for Collaborative Health Data Analytics.
Proceedings of the AMIA 2019, 2019
2018
Response to letter to the Editor on "Assessing the capacity of social determinants of health data to augment predictive models identifying patients in need of wraparound social services".
J. Am. Medical Informatics Assoc., 2018
Assessing the capacity of social determinants of health data to augment predictive models identifying patients in need of wraparound social services.
J. Am. Medical Informatics Assoc., 2018
Examining the Heartland Region Pilot: First Look at the Patient-Centered Data HomeTM Framework.
Proceedings of the AMIA 2018, 2018
The Linchpin of Interoperability: Challenges and Solutions to Patient Record Matching.
Proceedings of the AMIA 2018, 2018
Have you heard the one about the doctor who went into the exam room took care of the patient and walked out?
Proceedings of the AMIA 2018, 2018
Navigating the Exposome: Real-World Experiences Connecting Environment, Community, and Behavior to Health.
Proceedings of the AMIA 2018, 2018
Improving Population Health Reporting through Information Exchange Supported Decision Support: A Controlled Before-and-After Trial.
Proceedings of the AMIA 2018, 2018
2017
Completeness and timeliness of notifiable disease reporting: a comparison of laboratory and provider reports submitted to a large county health department.
BMC Medical Informatics Decis. Mak., 2017
Toward better public health reporting using existing off the shelf approaches: The value of medical dictionaries in automated cancer detection using plaintext medical data.
J. Biomed. Informatics, 2017
Using structured and unstructured data to identify patients' need for services that address the social determinants of health.
Int. J. Medical Informatics, 2017
An Incremental Adoption Pathway for Developing Precision Medicine Based Healthcare Infrastructure for Underserved Settings.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Discriminative boosted Bayes networks for learning multiple cardiovascular procedures.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Using EHR and HIE data to identify patients' need for services that address the social determinants of health.
Proceedings of the AMIA 2017, 2017
Evaluation of Text Mining Methods to Support Reporting Public Health Notifiable Diseases Using Real-World Clinical Data.
Proceedings of the AMIA 2017, 2017
An Overview of Emerging Real-World OpenHIE Use Cases: Successes, Challenges, and Future Opportunities.
Proceedings of the AMIA 2017, 2017
2016
Toward better public health reporting using existing off the shelf approaches: A comparison of alternative cancer detection approaches using plaintext medical data and non-dictionary based feature selection.
J. Biomed. Informatics, 2016
Proceedings of the 18th Eurographics Conference on Visualization, 2016
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016
Proceedings of the Summit on Clinical Research Informatics, 2016
Methods to Measure and Improve the Quality of Large Scale Health Data: An Application in Public Health Surveillance.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
2015
Evaluating Methods for Identifying Cancer in Free-Text Pathology Reports Using Various Machine Learning and Data Preprocessing Approaches.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Evaluating the Accuracy of Automated Notifiable Condition Detection in Free-Text Electronic Laboratory Report Results Using Contemporary Text Mining and Machine Learning Methods.
Proceedings of the AMIA 2015, 2015
Completeness and Timeliness of Notifiable Disease Surveillance Data Submitted by Providers to Public Health Authorities.
Proceedings of the AMIA 2015, 2015
The Informatics Workforce for Population Health: Challenges, Initiatives and the Path Forward.
Proceedings of the AMIA 2015, 2015
Proceedings of the AMIA 2015, 2015
2014
A Bayesian spatio-temporal approach for real-time detection of disease outbreaks: a case study.
BMC Medical Informatics Decis. Mak., 2014
The long road to semantic interoperability in support of public health: Experiences from two states.
J. Biomed. Informatics, 2014
Using participatory design to optimize capture of information needed for public health reporting processes.
Proceedings of the AMIA 2014, 2014
An Evaluation of Two Methods for Generating Synthetic HL7 Segments Reflecting Real-World Health Information Exchange Transactions.
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
2013
Measuring the impact of a health information exchange intervention on provider-based notifiable disease reporting using mixed methods: a study protocol.
BMC Medical Informatics Decis. Mak., 2013
A practical approach for incorporating dependence among fields in probabilistic record linkage.
BMC Medical Informatics Decis. Mak., 2013
Towards public health decision support: a systematic review of bidirectional communication approaches.
J. Am. Medical Informatics Assoc., 2013
A Vision for the Systematic Monitoring and Improvement of the Quality of Electronic Health Data.
Proceedings of the MEDINFO 2013, 2013
A Practical Method for Predicting Frequent Use of Emergency Department Care Using Routinely Available Electronic Registration Data.
Proceedings of the AMIA 2013, 2013
How Fit is Electronic Health Data for its Intended Uses? Exploring Data Quality across Clinical, Public Health, and Research Use Cases.
Proceedings of the AMIA 2013, 2013
Measuring and Improving the Fitness of Electronic Clinical Data for Reuse in Public Health, Research, and Other Use Cases.
Proceedings of the AMIA 2013, 2013
Variation in Information Needs and Quality: Implications for Public Health Surveillance and Biomedical Informatics.
Proceedings of the AMIA 2013, 2013
The Regenstrief Notifiable Condition Detector - Automated Public Health Reporting using Routine Electronic Laboratory Data.
Proceedings of the AMIA 2013, 2013
2012
Evaluation of a clinical decision support algorithm for patient-specific childhood immunization.
Artif. Intell. Medicine, 2012
Proceedings of the AMIA 2012, 2012
Unintended Consequences of Health Information Exchange: Identifying the Issues and Mitigating the Impact.
Proceedings of the AMIA 2012, 2012
An Evaluation of the Rates of Repeat Notifiable Disease Reporting and Patient Crossover Using a Health Information Exchange-based Automated Electronic Laboratory Reporting System.
Proceedings of the AMIA 2012, 2012
Impact of Selective Mapping Strategies on Automated Laboratory Result Notification to Public Health Authorities.
Proceedings of the AMIA 2012, 2012
2010
IEEE Trans. Vis. Comput. Graph., 2010
Data visualization speeds review of potential adverse drug events in patients on multiple medications.
J. Biomed. Informatics, 2010
2009
Syndromic surveillance: STL for modeling, visualizing, and monitoring disease counts.
BMC Medical Informatics Decis. Mak., 2009
Research Paper: An Empiric Modification to the Probabilistic Record Linkage Algorithm Using Frequency-Based Weight Scaling.
J. Am. Medical Informatics Assoc., 2009
Generating Synthetic Syndromic-Surveillance Data for Evaluating Visual-Analytics Techniques.
IEEE Computer Graphics and Applications, 2009
Proceedings of the AMIA 2009, 2009
A Comparison of Automated Methicillin-Resistant <i>Staphylococcus aureus</i> Identification with Current Infection Control Practice.
Proceedings of the AMIA 2009, 2009
2008
Proceedings of the 3rd IEEE Symposium on Visual Analytics Science and Technology, 2008
Using Natural Language Processing to Improve Accuracy of Automated Notifiable Disease Reporting.
Proceedings of the AMIA 2008, 2008
2007
Proceedings of the 2nd IEEE Symposium on Visual Analytics Science and Technology, 2007
2006
Application of Information Technology: A Context-sensitive Approach to Anonymizing Spatial Surveillance Data: Impact on Outbreak Detection.
J. Am. Medical Informatics Assoc., 2006
The Indiana Public Health Emergency Surveillance System: Ongoing Progress, Early Findings, and Future Directions.
Proceedings of the AMIA 2006, 2006
2005
Reviewing and Managing Syndromic Surveillance SaTScan™ Datasets using an Open-Source Data Visualization Tool.
Proceedings of the AMIA 2005, 2005
How Disease Surveillance Systems Can Serve as Practical Building Blocks for a Health Information Infrastructure: the Indiana Experience.
Proceedings of the AMIA 2005, 2005
2004
Review Paper: Implementing Syndromic Surveillance: A Practical Guide Informed by the Early Experience.
J. Am. Medical Informatics Assoc., 2004
Real World Performance of Approximate String Comparators for use in Patient Matching.
Proceedings of the MEDINFO 2004, 2004
2003
Research Paper: Detection of Pediatric Respiratory and Diarrheal Outbreaks from Sales of Over-the-counter Electrolyte Products.
J. Am. Medical Informatics Assoc., 2003
Proceedings of the AMIA 2003, 2003
2002
Proceedings of the AMIA 2002, 2002