AMIA 2022 Annual Symposium
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Washington, DC
#AMIA2022
Oral Presentations
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S58: IDGI: Explainable AI
Keywords:
Artificial Intelligence
COVID19
Clinical Decision Support
Data Science
Data driven research and discovery
Deep Learning
Human computer Interaction
Knowledge Representation and Information Modeling
Machine Learning
Simulation of Complex Systems
Oral Presentations
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S59: I Am So Abscess-ed with You: Informatics of Infectious Diseases
Keywords:
Biosurveillance
Clinical Decision Support
Critical Care
Data Mining
Data driven research and discovery
Disease Models
Drug discovery, repurposing, and side-effect discovery
Global Health
Informatics Implementation
Machine Learning
Population Health
Oral Presentations
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S68: Yes Kidding: Applications of Informatics in Pediatrics
Keywords:
COVID19
Clinical Decision Support
Clinical Guidelines
Critical Care
Evaluation
Healthcare Quality
Human computer Interaction
Implementation Science
Machine Learning
Oral Presentations
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S69: The Crystal Ball: EHR Data and the Power of Prediction
Keywords:
Administrative Systems
Advanced Disease
Clinical Decision Support
Data Analytics
Data Science
Data driven research and discovery
Informatics Implementation
Knowledge Representation and Information Modeling
Machine Learning
Real-World Evidence Generation
Reproducibility
Oral Presentations
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S70: Principle Investigator: Studies on Research Informatics
Keywords:
Data Analytics
Data Sharing
Data driven research and discovery
Documentation burden
Evaluation
Human computer Interaction
Informatics Implementation
Information Retrieval
Machine Learning
Mobile Health
Oral Presentations
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S77: Risky Business: The Business of Predicting Risk
Keywords:
Clinical Decision Support
Data Analytics
Disease Models
Diversity, Equity, and Inclusion
Machine Learning
Natural Language Processing
Nursing
Omics (genomics, metabolomics, proteomics, transcriptomics, etc.) and Integrative Analyses
Population Health
Sequence Analysis
Oral Presentations
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S78: Skinny Genes That Fit: Topics in Genomics
Keywords:
Artificial Intelligence
Bioinformatics
Cancer Genetics
Computational Biology
Data Analytics
Data Mining
Data Sharing
Diversity, Equity, and Inclusion
Informatics Implementation
Machine Learning
Omics (genomics, metabolomics, proteomics, transcriptomics, etc.) and Integrative Analyses
Precision Medicine
Privacy and Security
Oral Presentations
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S79: Studies of Social Determinants of Health
Keywords:
Data Analytics
Data Sharing
Data driven research and discovery
Documentation burden
Healthcare Quality
Machine Learning
Natural Language Processing
Population Health
Precision Medicine
Real-World Evidence Generation
Oral Presentations
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S87: Sharing is Caring: Interoperability and Secondary Use of Data
Keywords:
Clinical Decision Support
Controlled Terminologies, Ontologies, and Vocabularies
Data Science
Data transformation/ETL
Data driven research and discovery
Data/system integration, standardization and interoperability
Diversity, Equity, and Inclusion
Information Visualization
Interoperability and Health Information Exchange
Machine Learning
Population Health
Oral Presentations
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S90: The Deeper You Go: Deep Learning Techniques
Keywords:
Artificial Intelligence
Clinical Decision Support
Data Sharing
Deep Learning
Knowledge Representation and Information Modeling
Machine Learning
Patient / Person Generated Health Data (patient reported outcomes)
Privacy and Security
Self-care/Management/Monitoring
Systems Biology
Oral Presentations
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S91: Sweet!: Informatics to Help Manage Diabetes
Keywords:
Chronic Care Management
Clinical Decision Support
Data Analytics
Data Mining
Data Science
Deep Learning
Diagnostic Systems
Disease Models
Machine Learning
Population Health
Precision Medicine
Real-World Evidence Generation
Transitions of Care
Systems Demonstration
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S97: Systems Demonstrations
Keywords:
Data Sharing
Data driven research and discovery
Data/system integration, standardization and interoperability
Informatics Implementation
Interoperability and Health Information Exchange
Knowledge Representation and Information Modeling
Machine Learning
Natural Language Processing
Real-World Evidence Generation