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AI in Healthcare Research Flashcards | StudBud
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AI in Healthcare Research
AI in Healthcare Research
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1
Which step comes first when using AI for data analysis?
Running analysis workflows
Preparing and cleaning data
Generating and formatting citations
Summarizing findings
2
In the context of AI in healthcare, what is a primary function of Natural Language Processing (NLP)?
Analyzing large numeric datasets only
Understanding and generating human language
Operating robotic surgical arms
Reconstructing 3D anatomical models
3
The process of AI learning from labeled examples is called:
Deployment
Training
Data Cleaning
Validation
4
The U.S. regulatory body that evaluates safety and efficacy of AI algorithms before marketing is:
National Institutes of Health (NIH)
Centers for Disease Control and Prevention (CDC)
U.S. Food and Drug Administration (FDA)
Federal Trade Commission (FTC)
5
Which AI application helps analyze and interpret dental radiographs?
Natural Language Processing
Expert Systems
Computer Vision
Robotics
6
In dentistry, AI-powered educational platforms like Immersify primarily use:
Robotic arms for procedures
Predictive maintenance tools
Electronic health record automation
Augmented reality and adaptive learning
7
What type of AI is Siri primarily based on?
Computer Vision
Predictive Modeling
Natural Language Processing
Robotics
8
What is Artificial Intelligence (AI)?
A computer system that only stores data
A type of hardware used in radiographs
Computer systems performing tasks that typically require human intelligence
A software that performs calculations manually
9
Yomi Robotics is an example of AI applied to:
Clinical documentation automation
Precision robotic dental procedures
Patient education simulation
Radiograph interpretation
10
Which of these is an ethical concern highlighted when integrating AI into clinical workflows?
Devaluation of clinician expertise due to overreliance
Enhanced patient engagement
Improved speed of data analysis
Transparent audit trails
11
In AI workflows, what does the
validation
step primarily involve?
Generating synthetic datasets
Deploying the model in clinical practice
Testing the model’s performance on unseen data
Collecting initial training data
12
Which AI system famously defeated a human world champion in the game of Go, demonstrating advanced pattern recognition?
OpenAI Codex
Apple Siri
IBM Watson
Google DeepMind’s AlphaGo
13
Which of the following is NOT a subfield of AI?
Natural Language Processing
Machine Learning
Computer Vision
Conventional Statistics
14
Which AI tool is commonly used to visualize citation networks during a literature review?
Grammarly
Writefull
DataRobot
Connected Papers
15
Which of these is a risk of using AI in research?
Reduced need for validation
Algorithmic bias and data privacy concerns
Enhanced reproducibility
Faster data analysis only
