Good Articles on Governance

Discussions
1

Two articles, one from a radiology perspective, one from a more general perspective, highlighting the need to proactively consider governance of use of analytics/ML/AI in medicine. In particular, the highlight the current deficits of regulatory agencies in oversighting these products prior to approvals. Apologies for the scribbles on one - likely removable by someone more savy than me.

1-s2.0-S0009926019301151-main.pdf (725.9 KB)

810.full.pdf (646.5 KB)

3

I think that was some of the concern particularly around the Singapore hack. There have been a number of reports of theoretical use of data injection to screw up algorithms in healthcare data. Similar to the insertion of white lines randomly on the road causing the self-driving cars to drive off the road or into opposing lanes.

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Thanks @matthew.strother
Here’s a slightly older article about data breaches with some nice graphs for anyone doing a talk.McCoy_2018_data_breaches.pdf (200.9 KB)

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Hi Matthew

Are you happy if I make these articles available to my health informatics students? (through the Uni library for copyright)

Cheers Inga

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Sure. Its an interesting topic to me in a domain that is much more focused on can we technically do something rather than how should we do something.

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Thanks. I also like the other articles posted by @derek.b and @paulchinnz. It is good to be able to have some discussion in these topics.

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Thanks for asking Inga. I would also like to share these articles with my students.

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Not an academic article, but another good explanation of how auditable AI can work in conjunction or in the absence of explainable AI.

1 Like
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Article on adversarial attacks of medical GANS.

1287.full.pdf (334.9 KB)

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