AMIA 2022 Annual Symposium
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Washington, DC
#AMIA2022
Oral Presentations
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S19: Digging Deep into Data: Deep Learning Applications
Keywords:
Artificial Intelligence
Clinical Decision Support
Clinical Guidelines
Deep Learning
Imaging Informatics
Interoperability and Health Information Exchange
Machine Learning
Natural Language Processing
Precision Medicine
Privacy and Security
Oral Presentations
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S27: Hit by a Pandemic: Studying the Impacts of COVID-19
Keywords:
COVID19
Data Mining
Diversity, Equity, and Inclusion
Interoperability and Health Information Exchange
Knowledge Representation and Information Modeling
Machine Learning
Surveys and Needs Analysis
Oral Presentations
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S28: Turing University: AI and Machine Learning
Keywords:
Bioinformatics
Clinical Decision Support
Data Sharing
Deep Learning
Evaluation
Healthcare Quality
Imaging Informatics
Machine Learning
Natural Language Processing
Precision Medicine
Privacy and Security
Sequence Analysis
Panel
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S33: Beyond Wrangling and Modeling: Data Science and Machine Learning Competencies and Curricula for The Rest of Us
Keywords:
Data Science
Machine Learning
Education and Training
Oral Presentations
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S38: Say What You Mean: Applications of Natural Language Processing
Keywords:
COVID19
Chronic Care Management
Deep Learning
Healthcare Quality
Machine Learning
Natural Language Processing
Patient Safety
Nursing
Social Media and Connected Health
Oral Presentations
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S48: It's Not Just In Your Head: Applications of Informatics to Behavioral Health
Keywords:
Clinical Decision Support
Data Analytics
Disease Models
Documentation burden
Evaluation
Informatics Implementation
Information Visualization
Machine Learning
Natural Language Processing
Real-World Evidence Generation
User-centered Design Methods
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
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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S107: Time Flies Like a Banana: Advancing Natural Language Processing Techniques
Keywords:
Data standards
Deep Learning
Human computer Interaction
Information Retrieval
Knowledge Representation and Information Modeling
Machine Learning
Natural Language Processing
Usability
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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S109: "It's Complicated": Extracting Relationships in Biomedical Data
Keywords:
Artificial Intelligence
Bioinformatics
Computational Biology
Data Mining
Data driven research and discovery
Deep Learning
Information Retrieval
Knowledge Representation and Information Modeling
Machine Learning
Natural Language Processing
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