AI & Tech Basics
What does AI stand for?
Artificial Intelligence
Name one example of a wearable device used in sports.
How does AI help in injury rehabilitation?
Progress tracking, predictive analytics, and modification suggestions
What is one emerging trend in wearable technology
Smart fabrics, implantable sensors, or AI-powered injury prevention
What is one ethical issue with AI in healthcare and sports?
Privacy
What is the difference between AI and Machine learning?
AI is a broad concept, Machine learning is a subset that allows AI to learn from data
How can wearable sensors help detect early signs of health conditions?
What is one way machine learning can assist in biomechanics?
How might AI improve mental health monitoring in athletes?
Tracking stress levels, sleep patterns, and recovery metrics
What is the biggest challenge in extracting meaningful data from wearable sensors?
Ensuring reliability and validity
What is an Artificial Neural Network (ANN) used for
Pattern recognition and prediction
What type of data can a wearable sensor collect in an athletic setting?
Heart rate, movement patterns, oxygen consumption
What does VO2 dynamics predict in an athlete?
Oxygen consumption and endurance levels
What is the potential next step for AI in Kinesiology research?
Predictive models to optimize training and injury prevention
Why is human expertise still necessary despite AI advancements
AI cannot replace critical thinking, intuition, or adaptability
What type of AI technique helps predict an athlete's performance based on past data?
How can wearable tech minimize injury risks?
Monitoring fatigue levels, movement patterns, or muscular imbalances
What is one way AI helps optimize training for athletes?
Customizing programs based on real-time performance data
How could AI help referees or officials in sports?
In-game data analysis for rule enforcement or reviewing controversial plays
What is sensor function, and why is it important?
Combining multiple sensor inputs to improve data accuracy
What is one challenge AI faces when used in health and performance?
Reliability of data, ethical concerns, or need for human expertise
What is one way wearables can improve real-time training feedback?
Provides biometric data to adjust intensity or technique instantly
How can AI help therapists make better treatment plans?
Using patient history and sensor data to personalize recovery strategies
What is one possible risk of relying too much on AI in sports and therapy?
Loss of human intuition, over-reliance on imperfect data, or ethical concerns about decision-making
What is one major limitation of using AI in performance prediction
AI depends on historical data, which may not always predict future performance accurately