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AIF-C01 Practice Question: Developing an AI system that transcribes medical…
A company is developing an AI system that transcribes medical consultations. To ensure privacy and security, they need to implement controls that protect patient health information (PHI). Which AWS service can help anonymize data before it is used for model training?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Amazon Comprehend Medical
Amazon Comprehend Medical can detect and extract PHI, and AWS Glue can assist in data preparation, but for direct anonymization, services like Amazon Macie or custom solutions may be used. However, among the options, Amazon Comprehend Medical is most directly related to identifying PHI in medical text.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Amazon SageMaker Ground Truth
Why it's wrong here
Ground Truth is for data labeling, not anonymization.
- ✗
AWS Lake Formation
Why it's wrong here
Lake Formation is for data lake governance, not PHI detection.
- ✗
Amazon Rekognition
Why it's wrong here
Rekognition is for image and video analysis, not medical text.
- ✓
Amazon Comprehend Medical
Why this is correct
Comprehend Medical can detect PHI entities, enabling redaction or anonymization.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AIF-C01 practice question is part of Courseiva's free Amazon Web Services certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AIF-C01 exam.