David L. Buckeridge
Orcid: 0000-0003-1817-5047Affiliations:
- McGill University, Montreal, Quebec, Canada
According to our database1,
David L. Buckeridge
authored at least 98 papers
between 2000 and 2024.
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Bibliography
2024
CODA: an open-source platform for federated analysis and machine learning on distributed healthcare data.
J. Am. Medical Informatics Assoc., February, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
2022
Inferring global-scale temporal latent topics from news reports to predict public health interventions for COVID-19.
Patterns, 2022
J. Biomed. Informatics, 2022
MixEHR-Guided: A guided multi-modal topic modeling approach for large-scale automatic phenotyping using the electronic health record.
J. Biomed. Informatics, 2022
CoRR, 2022
Bioinform., 2022
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
2021
Guest Editorial Explainable AI: Towards Fairness, Accountability, Transparency and Trust in Healthcare.
IEEE J. Biomed. Health Informatics, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Supervised multi-specialist topic model with applications on large-scale electronic health record data.
Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021
2020
Guiding Public Health Policy by Using Grocery Transaction Data to Predict Demand for Unhealthy Beverages.
Proceedings of the Precision Health and Medicine - A Digital Revolution in Healthcare, 2020
COVI-AgentSim: an Agent-based Model for Evaluating Methods of Digital Contact Tracing.
CoRR, 2020
Artif. Intell. Medicine, 2020
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020
Global Surveillance of COVID-19 by mining news media using a multi-source dynamic embedded topic model.
Proceedings of the BCB '20: 11th ACM International Conference on Bioinformatics, 2020
2019
A systematic review of aberration detection algorithms used in public health surveillance.
J. Biomed. Informatics, 2019
An Innovative Approach to Addressing Childhood Obesity: A Knowledge-Based Infrastructure for Supporting Multi-Stakeholder Partnership Decision-Making in Quebec, Canada.
CoRR, 2019
Modeling Chronic Obstructive Pulmonary Disease Progression Using Continuous-Time Hidden Markov Models.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Application of Machine Learning and Grocery Transaction Data to Forecast Effectiveness of Beverage Taxation.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Development of a Method for Extracting Structured Dose Information from Free-Text Electronic Prescriptions.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Evaluation of a Mobile Application to Enhance Medication Management Following Hospital Discharge: Study Protocol for a Pilot Randomized Controlled Trial.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
2018
Health intelligence: how artificial intelligence transforms population and personalized health.
npj Digit. Medicine, 2018
Improving patient safety and efficiency of medication reconciliation through the development and adoption of a computer-assisted tool with automated electronic integration of population-based community drug data: the RightRx project.
J. Am. Medical Informatics Assoc., 2018
Usage and accuracy of medication data from nationwide health information exchange in Quebec, Canada.
J. Am. Medical Informatics Assoc., 2018
Modeling disease progression in longitudinal EHR data using continuous-time hidden Markov models.
CoRR, 2018
Statistical methods for constructing disease comorbidity networks from longitudinal inpatient data.
Appl. Netw. Sci., 2018
Using Digital Purchasing Data to Generate Public Health Evidence: Learning Unhealthy Beverage Demand from Grocery Transaction Data.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence.
AI Mag., 2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Initial Usability Evaluation of a Knowledge-Based Population Health Information System: The Population Health Record (PopHR).
Proceedings of the AMIA 2017, 2017
A novel application of point-of-sales grocery transaction data to enhance community nutrition monitoring.
Proceedings of the AMIA 2017, 2017
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
From Cues to Nudge: A Knowledge-Based Framework for Surveillance of Healthcare-Associated Infections.
J. Medical Syst., 2016
Enteric disease episodes and the risk of acquiring a future sexually transmitted infection: a prediction model in Montreal residents.
J. Am. Medical Informatics Assoc., 2016
Monitoring Discussion of Vaccine Adverse Events in the Media: Opportunities from the Vaccine Sentimeter.
Proceedings of the World Wide Web and Population Health Intelligence, 2016
2015
Towards probabilistic decision support in public health practice: Predicting recent transmission of tuberculosis from patient attributes.
J. Biomed. Informatics, 2015
Quantifying the determinants of outbreak detection performance through simulation and machine learning.
J. Biomed. Informatics, 2015
Using age, triage score, and disposition data from emergency department electronic records to improve Influenza-like illness surveillance.
J. Am. Medical Informatics Assoc., 2015
A novel method of adverse event detection can accurately identify venous thromboembolisms (VTEs) from narrative electronic health record data.
J. Am. Medical Informatics Assoc., 2015
The SDIDS System for Integrating Global Health Surveillance Data: An Example Application to Malaria Surveillance in Uganda.
Proceedings of the AMIA 2015, 2015
2014
Addressing the Challenge of Encoding Causal Epidemiological Knowledge in Formal Ontologies: A Practical Perspective.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
Proceedings of the AMIA 2014, 2014
2013
Semantic querying of relational data for clinical intelligence: a semantic web services-based approach.
J. Biomed. Semant., 2013
Vaccine attitude surveillance using semantic analysis: constructing a semantically annotated corpus.
Proceedings of the 22nd International World Wide Web Conference, 2013
A Hybrid Natural Language Approach to Manage Semantic Interoperability for Public Health Analytics.
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013
PHIO: A Knowledge Base for Interpretation and Calculation of Public Health Indicators.
Proceedings of the MEDINFO 2013, 2013
Proceedings of the 4th International Conference on Biomedical Ontology, 2013
Proceedings of the Twenty-Fifth Innovative Applications of Artificial Intelligence Conference, 2013
Using Hierarchical Mixture of Experts Model for Fusion of Outbreak Detection Methods.
Proceedings of the AMIA 2013, 2013
2012
Proceedings of the 3rd International Conference on Ambient Systems, 2012
An OWL 2-Based Knowledge Platform Combining the Social and Semantic Webs for an Ambient Childhood Obesity Prevention System.
Proceedings of the 3rd International Conference on Ambient Systems, 2012
Infectious Disease Informatics: Syndromic Surveillance for Public Health and Bio-Defense, Hsinchun Chen, Daniel Zeng, Ping Yan. Springer (2010).
J. Biomed. Informatics, 2012
The effectiveness of a new generation of computerized drug alerts in reducing the risk of injury from drug side effects: a cluster randomized trial.
J. Am. Medical Informatics Assoc., 2012
Adjusting outbreak detection algorithms for surveillance during epidemic and non-epidemic periods.
J. Am. Medical Informatics Assoc., 2012
Application of change point analysis to daily influenza-like illness emergency department visits.
J. Am. Medical Informatics Assoc., 2012
Self-reported fever and measured temperature in emergency department records used for syndromic surveillance.
J. Am. Medical Informatics Assoc., 2012
IBM J. Res. Dev., 2012
Proceedings of the Winter Simulation Conference, 2012
A knowledge-based architecture for integrating and interpreting population health data.
Proceedings of the 13th Annual International Conference on Digital Government Research, 2012
Proceedings of the Advances in Artificial Intelligence, 2012
2011
BMC Medical Informatics Decis. Mak., 2011
Outpatient physician billing data for age and setting specific syndromic surveillance of influenza-like illnesses.
J. Biomed. Informatics, 2011
A secure protocol for protecting the identity of providers when disclosing data for disease surveillance.
J. Am. Medical Informatics Assoc., 2011
Towards clinical intelligence with SADI semantic web services: a case study with hospital-acquired infections data.
Proceedings of the 4th International Workshop on Semantic Web Applications and Tools for the Life Sciences, 2011
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011
Proceedings of the Artificial Intelligence in Medicine, 2011
2010
J. Am. Medical Informatics Assoc., 2010
2009
Artif. Intell. Eng. Des. Anal. Manuf., 2009
Proceedings of the International Conference on Machine Learning and Applications, 2009
A Bayesian Network Model for Analysis of Detection Performance in Surveillance Systems.
Proceedings of the AMIA 2009, 2009
2008
Model Formulation: Understanding Detection Performance in Public Health Surveillance: Modeling Aberrancy-detection Algorithms.
J. Am. Medical Informatics Assoc., 2008
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008
Predicting Outbreak Detection in Public Health Surveillance: Quantitative Analysis to Enable Evidence-Based Method Selection.
Proceedings of the AMIA 2008, 2008
2007
Outbreak detection through automated surveillance: A review of the determinants of detection.
J. Biomed. Informatics, 2007
Methods Paper: Finding Leading Indicators for Disease Outbreaks: Filtering, Cross-correlation, and Caveats.
J. Am. Medical Informatics Assoc., 2007
Proceedings of the Intelligence and Security Informatics: Biosurveillance, 2007
Proceedings of the AMIA 2007, 2007
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
2005
J. Biomed. Informatics, 2005
Proceedings of the AMIA 2005, 2005
Proceedings of the AI Technologies for Homeland Security, 2005
2004
Review Paper: Implementing Syndromic Surveillance: A Practical Guide Informed by the Early Experience.
J. Am. Medical Informatics Assoc., 2004
A Knowledge-Based Framework for Deploying Surveillance Problem Solvers.
Proceedings of the International Conference on Information and Knowledge Engineering. IKE'04, 2004
2003
Proceedings of the AMIA 2003, 2003
An Analytic Framework for Space-Time Aberrancy Detection in Public Health Surveillance Data.
Proceedings of the AMIA 2003, 2003
2002
BMC Medical Informatics Decis. Mak., 2002
Conceptual Heterogeneity Complicates Automated Syndromic Surveillance for Bioterrorism.
Proceedings of the AMIA 2002, 2002
2000
Proceedings of the AMIA 2000, 2000