Microsoft Azure AI Fundamentals (AI-900)Describe AI workloads and considerationsEasy
A healthcare provider is implementing an AI system to assist radiologists in detecting anomalies in medical images, such as X-rays and MRIs. The system needs to accurately identify subtle visual patterns that might indicate disease. Which AI workload is most relevant for this application?
- AKnowledge Mining
- BNatural Language Processing (NLP)
- CComputer Vision
- DGenerative AI
Show answer & explanationAnswer & explanation
Correct answer: C. Computer Vision
Computer Vision is the AI workload specifically designed to enable computers to 'see' and interpret visual data, making it perfect for analyzing medical images to detect anomalies.
Why the other options are wrong
- A. Knowledge Mining extracts information from unstructured data, but typically text, not primarily visual medical images.
- B. NLP is for processing human language, not images.
- D. Generative AI creates new content, it doesn't analyze existing images for anomalies.
Computer Vision
An AI workload focused on enabling computers to 'see,' interpret, and understand the visual world from images and videos.
- Used for object detection, facial recognition, medical image analysis.
- Processes pixels and visual patterns.
- Key for automation in visual inspection and surveillance.
Memory trick: Computers using their EYES are doing Computer Vision.