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AMIA 2022 Annual Symposium
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Washington, DC
#AMIA2022
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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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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S80: Are You Ready?: Evaluation Methods

Keywords:
Artificial Intelligence
Cancer Prevention
Clinical Decision Support
Data driven research and discovery
Data/system integration, standardization and interoperability
Data/system integration, standardization and interoperability
Healthcare Quality
Informatics Implementation
Information Retrieval
Population Health
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
Oral Presentations
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S102: Safety Measures: Measuring and Improving Patient Safety

Keywords:
Artificial Intelligence
Clinical Decision Support
Data Analytics
Data Science
Data/system integration, standardization and interoperability
Documentation burden
Healthcare Quality
Informatics Implementation
Patient Safety
Real-World Evidence Generation
User-centered Design Methods
Oral Presentations
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S108: YOLO - You Only Live Once: Machine Learning

Keywords:
Advanced Disease
Artificial Intelligence
Cancer Prevention
Clinical Decision Support
Critical Care
Data Mining
Deep Learning
Disease Models
Machine Learning
Oral Presentations
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S112: You Break My Heart: Informatics Advances in Cardiovascular Disease

Keywords:
Artificial Intelligence
COVID19
Clinical Decision Support
Data Science
Deep Learning
Drug discovery, repurposing, and side-effect discovery
Informatics Implementation
Machine Learning
Natural Language Processing
Patient / Person Generated Health Data (patient reported outcomes)
Population Health
Telemedicine

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