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
Panel
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S64: The Impact of Algorithms on Racial and Ethnic Disparities in Health and Healthcare
Keywords:
Data Science
Fairness and Elimination of Bias
Diversity, Equity, and Inclusion
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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S81: Old McDonald Had a Pharm: All About Medications
Keywords:
Bioinformatics
COVID19
Data Science
Data driven research and discovery
Data/system integration, standardization and interoperability
Deep Learning
Drug discovery, repurposing, and side-effect discovery
Informatics Implementation
Knowledge Representation and Information Modeling
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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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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S100: This IS-A Session: Ontologies and Knowledge Representation
Keywords:
Controlled Terminologies, Ontologies, and Vocabularies
Data Mining
Data Science
Data standards
Data Sharing
Diversity, Equity, and Inclusion
Fairness and Elimination of Bias
Knowledge Representation and Information Modeling
Real-World Evidence Generation
Reproducibility
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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S98: It Takes Nerve: Applications of Informatics in Neurology
Keywords:
Artificial Intelligence
Bioinformatics
Data Science
Data driven research and discovery
Deep Learning
Informatics Implementation
Machine Learning
Multimedia and Image Processing and Analysis
Natural Language Processing
Real-World Evidence Generation
Diversity, Equity, and Inclusion
Oral Presentations
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S99: Extracting Wisdom: Studies of Information Extraction
Keywords:
COVID19
Data Science
Data driven research and discovery
Deep Learning
Evaluation
Informatics Implementation
Information Retrieval
Natural Language Processing
Teaching Innovation
Panel
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S104: Can Data Science Move Medical Device Surveillance Forward? Highlights of Solutions and Remaining Challenges in Real-World Evidence Generation
Keywords:
Data Science
Data driven research and discovery
Real-World Evidence Generation
Oral Presentations
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S110: You Are My Type: Topics in Phenotyping
Keywords:
Data Mining
Data Science
Data driven research and discovery
Data/system integration, standardization and interoperability
Diversity, Equity, and Inclusion
Fairness and Elimination of Bias
Machine Learning
Precision Medicine
Qualitative Methods
Real-World Evidence Generation