Exam AWS Certified Machine Learning Engineer - Associate MLA-C01 topic 1 question 106 discussion

The correct answer is B: To gain insights from patient health records and self-reported textual information in English, the medical company should use Amazon Comprehend Medical, as it requires the least development effort. This solution is ideal because it's a purpose-built service for medical text analysis that comes pre-trained for healthcare data, can automatically extract medical conditions, medications, and treatments, and is HIPAA eligible. Unlike other options such as building a custom RNN with SageMaker, using Amazon Kendra for search, or implementing a SageMaker seq2seq algorithm, Comprehend Medical requires no ML expertise and provides immediate insights through a ready-to-use API, significantly reducing development time and complexity.