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Geoff Hugo

@gdhugo.bsky.social

medical physicist, cardiac radioablation, medical image analysis, AI/ML quality assurance

85 Followers  |  53 Following  |  1 Posts  |  Joined: 07.11.2024  |  1.5053

Latest posts by gdhugo.bsky.social on Bluesky

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Confidence intervals uncovered: Are we ready for real-world medical imaging AI? Medical imaging is spearheading the AI transformation of healthcare. Performance reporting is key to determine which methods should be translated into clinical practice. Frequently, broad conclusions ...

Love this. Bold face numbers in a table don't cut it:

"For >60% of papers, the 2nd-ranked method was within the CI of the 1st-ranked method. Current publications typically don't provide sufficient evidence to support which models could be translated into clinical practice" arxiv.org/abs/2409.17763

30.01.2025 02:14 — 👍 12    🔁 1    💬 1    📌 3
Post image Post image

Not every study needs to have a power analysis, but every study needs a sample size justification. I discuss 6 approaches, and 6 ways to think about which effect sizes are of interest in the study you are planning.

online.ucpress.edu/collabra/art...

18.12.2024 17:15 — 👍 106    🔁 40    💬 6    📌 1
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A note on AI usage A note on AI usage I genuinely want you to succeed in this class. One of my very favorite things about my job as a professor is when students are succeeding and I feel like I helped. I want you to suc...

hey bluesky, in case anyone's interested, I wrote this for my students about why I don't want them to use anything AI in my classes. It interrupts the course calendar part of the syllabus, coming immediately after the first day there's a writing assignment assigned.

docs.google.com/document/d/1...

12.12.2024 02:25 — 👍 1076    🔁 238    💬 78    📌 50
weird interaction with a student this week. they kept coming up with weird "facts" ("greek is actually a combination of four other languages") that left me baffled. i said let's look this stuff up together, and they said ok, i'll open a search bar, and they opened... ch*tgpt

weird interaction with a student this week. they kept coming up with weird "facts" ("greek is actually a combination of four other languages") that left me baffled. i said let's look this stuff up together, and they said ok, i'll open a search bar, and they opened... ch*tgpt

and i was like "this is not a search bar" and they were like "yes it is, you can search for anything in here"

the thing that made me feel crazy is like. every kid that's using this as a browser is getting new BESPOKE false "facts." this isn't "a widespread misconception about X that stems from how it's taught in schools." each individual kid is now hooked into a Nonsense Machine

with the "widespread misconception about X" you can start at a baseline. like, ok, in tenth grade we all talk about X thing from history, and that leaves us with some misguided concepts about X, but we can correct that as students get broader understandings of the world

but with this, each child is getting UNIQUE wrong facts they are SURE are correct... because they did what we told them to do! they "looked it up"! they got it from somewhere! it's not a kid making up a belief on hearsay and assumption... it's something they think they LEARNED

and i was like "this is not a search bar" and they were like "yes it is, you can search for anything in here" the thing that made me feel crazy is like. every kid that's using this as a browser is getting new BESPOKE false "facts." this isn't "a widespread misconception about X that stems from how it's taught in schools." each individual kid is now hooked into a Nonsense Machine with the "widespread misconception about X" you can start at a baseline. like, ok, in tenth grade we all talk about X thing from history, and that leaves us with some misguided concepts about X, but we can correct that as students get broader understandings of the world but with this, each child is getting UNIQUE wrong facts they are SURE are correct... because they did what we told them to do! they "looked it up"! they got it from somewhere! it's not a kid making up a belief on hearsay and assumption... it's something they think they LEARNED

this kid was extremely combative with me, and i understood why. i was sitting in front of him and telling him that the internet, a computer, technology, all these supposedly authoritative things... were wrong. and that i, one person, was right. he basically *couldn't* believe me.

8

135

3.8K

97K

...

stillorangecrushed @stilloranged. 7h

he decided that i was simply a teacher who'd made a mistake. he could check it, after all! he could look it up! he could find the REAL facts. i obviously hadn't done that, i was just an adult who'd decided i was smarter than him. hence the defensiveness. like i said: i understood

5

760

3.2K

82K

stillorangecrushed @stilloranged. 7h

...

it was so fucking rough. i did my best, but i am one person trying to work against a campaign of misinformation so vast that it fucking terrifies me. this kid is being set up for a life lived entirely inside the hall of mirrors

this kid was extremely combative with me, and i understood why. i was sitting in front of him and telling him that the internet, a computer, technology, all these supposedly authoritative things... were wrong. and that i, one person, was right. he basically *couldn't* believe me. 8 135 3.8K 97K ... stillorangecrushed @stilloranged. 7h he decided that i was simply a teacher who'd made a mistake. he could check it, after all! he could look it up! he could find the REAL facts. i obviously hadn't done that, i was just an adult who'd decided i was smarter than him. hence the defensiveness. like i said: i understood 5 760 3.2K 82K stillorangecrushed @stilloranged. 7h ... it was so fucking rough. i did my best, but i am one person trying to work against a campaign of misinformation so vast that it fucking terrifies me. this kid is being set up for a life lived entirely inside the hall of mirrors

Well this is grim

06.07.2024 22:15 — 👍 13455    🔁 5348    💬 380    📌 1110
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Reference Collection to push back against "Common Statistical Myths" Note: This topic is a wiki, meaning that this main body of the topic can be edited by others. Use the Reply button only to post questions or comments about material contained in the body, or to sugge...

discourse.datamethods.org/t/reference-...

06.12.2024 10:35 — 👍 11    🔁 3    💬 1    📌 1

Great list and thanks for including me. Suggest you add honorary physicist @cdfuller.bsky.social!

05.12.2024 03:37 — 👍 2    🔁 1    💬 1    📌 0

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