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Tools in Data Science · End Term · 31 Aug 2025 · May 2025 term · Set QIA3

Question 14: Which factors most significantly impact computational co…

Question 14

+2 marksOne or more correct options

Scenario 1: Healthcare Data Analytics Platform
A hospital system is developing a HIPAA-compliant analytics platform to process electronic health records, predict patient outcomes, and support clinical decision-making while ensuring data privacy and regulatory compliance.
Based on the above data, answer the given subquestions.

Which factors most significantly impact computational costs when processing large-scale clinical datasets with LLMs?(Select all that apply)

Select all that apply.

  1. A

    Token density of clinical notes and medical terminology

  2. B

    Complexity of medical reasoning required for clinical insights

  3. C

    HIPAA compliance overhead and security measures

  4. D

    Context window usage for patient history analysis

  5. E

    Geographic location of healthcare facility

Show answer

Correct answers

  • A

    Token density of clinical notes and medical terminology

  • B

    Complexity of medical reasoning required for clinical insights

  • D

    Context window usage for patient history analysis

See the whole paperTake it as a mock test

Question 14 of 34 in the IIT Madras BS Tools in Data Science (Tools in Data Science (TDS)) End Term paper sat on 31 Aug 2025, in the May 2025 term (IIT M IMPROVEMENT AN EXAM QIA3 31 Aug 2025). It carries 2 marks.

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