using ai to reduce medical dosages

silky / ideas

:bulb: various ideas

https://github.com/silky/ideas/issues

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using ai to reduce medical dosages #470

Open silky opened 5 years ago

silky commented 5 years ago

i.e. imagine you need such-and-such amount of radiation in order for certain whatever to be seen in some scan

can you lower the dosage and then use some ai technique to enhance the quality of the image?

GenevieveBuckley commented 5 years ago

Relevant to your interests: Liu et al., Deep iterative reconstruction estimation (DIRE): approximate iterative reconstruction estimation for low dose CT imaging, Physics in Medicine & Biology, April 2019

https://iopscience.iop.org/article/10.1088/1361-6560/ab18db
Link to pdf download

GenevieveBuckley commented 5 years ago

This issue seems like kind of a passing thought, but if you are interested you should talk to me. I have a background in physics and medical imaging.

(Found this repo via your blog, fyi.)