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IAPP Exam AIGP Topic 1 Question 20 Discussion

Actual exam question for IAPP's AIGP exam
Question #: 20
Topic #: 1
[All AIGP Questions]

CASE STUDY

Please use the following answer the next question:

A mid-size US healthcare network has decided to develop an Al solution to detect a type of cancer that is most likely arise in adults. Specifically, the healthcare network intends to create a recognition algorithm that will perform an initial review of all imaging and then route records a radiologist for secondary review pursuant Agreed-upon criteria (e.g., a confidence score below a threshold).

To date, the healthcare network has taken the following steps: defined its Al ethical principles: conducted discovery to identify the intended uses and success criteria for the system: established an Al governance committee; assembled a broad, crossfunctional team with clear roles and responsibilities; and created policies and procedures to document standards, workflows, timelines and risk thresholds during the project.

The healthcare network intends to retain a cloud provider to host the solution and a consulting firm to help develop the algorithm using the healthcare network's existing data and de-identified data that is licensed from a large US clinical research partner.

The most significant risk from combining the healthcare network's existing data with the clinical research partner data is?

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Suggested Answer: A

The most significant risk from combining the healthcare network's existing data with the clinical research partner data is privacy risk. Combining data sets, especially in healthcare, often involves handling sensitive information that could lead to privacy breaches if not managed properly. De-identified data can still pose re-identification risks when combined with other data sets. Ensuring privacy involves implementing robust data protection measures, maintaining compliance with privacy regulations such as HIPAA, and conducting thorough privacy impact assessments. Reference: AIGP Body of Knowledge on Data Privacy and Security.


by Ena at Dec 06, 2024, 02:14 PM

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Elouise
24 days ago
I'm just hoping the algorithm doesn't get too 'creative' and start diagnosing Bigfoot or the Loch Ness Monster. That would be a real 'monster' of a problem!
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Myong
3 days ago
User 2: I think the biggest risk is privacy.
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Cherry
15 days ago
User 1: Haha, that would be a nightmare!
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Herschel
29 days ago
I believe operational risk is the most significant, as it could impact the efficiency of the AI solution.
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Deeanna
1 months ago
But what about security risk? That could also be a big issue.
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Hyun
1 months ago
I agree with Raina, privacy risk is a major concern when combining data.
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Leatha
1 months ago
B) Security risk is also a concern. Merging datasets increases the attack surface and potential for data breaches.
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Van
1 months ago
D) Reputational risk seems more likely. If the algorithm makes mistakes or the data sources are not properly vetted, it could damage the healthcare network's reputation.
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Noemi
21 days ago
D: Reputational risk is definitely a major concern if the algorithm fails or the data is not reliable.
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Theodora
26 days ago
C: Operational risk could impact the efficiency and effectiveness of the algorithm.
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Glen
1 months ago
B: Security risk is also important to consider when dealing with sensitive healthcare data.
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Kanisha
1 months ago
A: I think privacy risk is a big concern when combining data from different sources.
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Raina
1 months ago
I think the most significant risk is privacy risk.
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Jina
1 months ago
I think the answer is A) Privacy risk. Combining patient data from different sources raises concerns about data privacy and consent.
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Reuben
22 days ago
I think operational risk could also be a significant issue when combining data from different sources.
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Carlee
1 months ago
That's a good point, security risk is definitely a concern when dealing with sensitive patient data.
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Florinda
1 months ago
But what about the risk of security breaches when combining data from multiple sources?
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Audrie
1 months ago
I agree, combining data from different sources can definitely raise privacy concerns.
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