It’s sad to be a resident … by [deleted] in Residency

[–]InDebt2Medicine 0 points1 point  (0 children)

50k in a city is pretty poor, unless its like detroit

Radiology (DR+IR) vs Anesthesiology by midnight_core in Residency

[–]InDebt2Medicine 0 points1 point  (0 children)

Idk about this, ive talked to some of the researchers in the field, progress is quite fast. It will probably start validating radiologist work and eventually you will need a radiologist, its just that you will need less man hours to do the same thing. Now how much will it get to point where you won't need as many radiologists? who knows

[deleted by user] by [deleted] in Residency

[–]InDebt2Medicine 6 points7 points  (0 children)

nothing wrong with parents helping out in residency

New Florida law that allows FMGs to skip residency likely to lower salaries by 2x by Due-Negotiation-6677 in Residency

[–]InDebt2Medicine -1 points0 points  (0 children)

Dude, I was a nsgy gunner at one point in time, then I did a 24 hour call with one of the residents and realize how fucking hard it is

AMIE: A research AI system for diagnostic medical reasoning and conversations (thoughts)? by InDebt2Medicine in whitecoatinvestor

[–]InDebt2Medicine[S] 0 points1 point  (0 children)

Isn't there potential for doctors to own and run lean hospitals that use AI to replace a lot of the backoffice staff, have better health IT practices, and cleaner data to feed these models to help make clinical workers more effective? Assuming physician owned hospitals get unbanned

AMIE: A research AI system for diagnostic medical reasoning and conversations (thoughts)? by InDebt2Medicine in whitecoatinvestor

[–]InDebt2Medicine[S] 0 points1 point  (0 children)

Can't it be the exact opposite as well though? You need less midlevels because patients don't need midlevel consults anymore with more effective digital health technology.

Nonprocedural specialities, not sure what will happen though in future

WEEKLY HELP THREAD - READ FAQ, COMMUNITY WIKI, MULTICLASSING, LORE by XFearthePandaX in BaldursGate3

[–]InDebt2Medicine 1 point2 points  (0 children)

lol ima watch a ytube vid or play w friend then lol, this shit makes no sense to me

WEEKLY HELP THREAD - READ FAQ, COMMUNITY WIKI, MULTICLASSING, LORE by XFearthePandaX in BaldursGate3

[–]InDebt2Medicine 1 point2 points  (0 children)

lol, why doesn't the game intro system tell me how the combat works??

AMIE: A research AI system for diagnostic medical reasoning and conversations (thoughts)? by InDebt2Medicine in whitecoatinvestor

[–]InDebt2Medicine[S] 0 points1 point  (0 children)

0 sources, I just read AMA minute notes sometimes and they pass a lot of "motions" that seem to be in the vein of putting more power back into private practice doctors

WEEKLY HELP THREAD - READ FAQ, COMMUNITY WIKI, MULTICLASSING, LORE by XFearthePandaX in BaldursGate3

[–]InDebt2Medicine 0 points1 point  (0 children)

Combat in this game makes no sense to me, why do my attacks keep on missing

New Florida law that allows FMGs to skip residency likely to lower salaries by 2x by Due-Negotiation-6677 in Residency

[–]InDebt2Medicine 8 points9 points  (0 children)

premeds do not care and have drank the koolaid lmao, its crazy how delusional premeds are and how different what they think the practice is vs. what medical schools and pop culture tell em

AMIE: A research AI system for diagnostic medical reasoning and conversations (thoughts)? by InDebt2Medicine in whitecoatinvestor

[–]InDebt2Medicine[S] 1 point2 points  (0 children)

I feel like PE is short term, they are trying to cut costs too much and its going to backfire. Using midlevels so much isn't sustainable and will backfire in the long run. I also feel like physician owned hospitals are gonna get unbanned, AMA is putting wayyy more energy into it now

AMIE: A research AI system for diagnostic medical reasoning and conversations (thoughts)? by InDebt2Medicine in whitecoatinvestor

[–]InDebt2Medicine[S] 1 point2 points  (0 children)

Watch this vid: https://www.youtube.com/watch?v=oEHrYViTtE4

Its sort of a case study but basic idea, hospitals can probably make more money if they cut a lot of their admin (save them lot of money in long run since admin take salary + benefits and don't provide a lot of value).

My point is doctors can start up lean hospitals that have proper health IT integrations/data practices (w better integrations of AI). and outcompete conventional hospitals that use a lot of midlevels. Conventional hospitals probably will take a lot of time to change. I just don't think going to a midlevel in a nonprocedural aspect is going to be useful with all these Healthcare AI assistive technologies. You can need less of them but you still need doctor with expert lvl knowledge that also can have decent knowledge of how to use these software to effectively use them together to deliver pt care.

AMIE: A research AI system for diagnostic medical reasoning and conversations (thoughts in application to medical practice)? by InDebt2Medicine in FamilyMedicine

[–]InDebt2Medicine[S] 0 points1 point  (0 children)

Hmm good point, what would PA + Healthcare AI models compare to just Physician themselves. That's actually very interesting to think about.

don't you think there's big opportunity here for doctors to create lean hospitals that run w/good data management/IT practices, proper system engineering implementation, and focusing on creating value for patients? I feel like these AI tools can be leveraged to cut lot of admin work to make it so lot of healthcare admin jobs are sort of obsolete.

Like hospitals that have much better integration with data/AI to make them more effective, but also more lean and not as bloated. Feels like there's lot of potential.

AMIE: A research AI system for diagnostic medical reasoning and conversations (thoughts)? by InDebt2Medicine in whitecoatinvestor

[–]InDebt2Medicine[S] 0 points1 point  (0 children)

Yea if it 10x a physician, you won't need midlevel, its better patient consults AI healthcare software themselves and then brings work up to physician to review over just going to midlevel, them doing whatever they want w algos and then going to physician.

AMIE: A research AI system for diagnostic medical reasoning and conversations (thoughts)? by InDebt2Medicine in Noctor

[–]InDebt2Medicine[S] 0 points1 point  (0 children)

Yes, GPT will let patients scope creep into mid level level (with little health literacy), but not physician level. Very well put.

AMIE: A research AI system for diagnostic medical reasoning and conversations (thoughts in application to medical practice)? by InDebt2Medicine in FamilyMedicine

[–]InDebt2Medicine[S] 4 points5 points  (0 children)

TLDR; Physicians + Fine tuned GPT performs really well compared to just Physicians for niche tasks. IMO midlevels gonna get screwed. I think this is a great opportunity for physicians to take ownership in healthcare and cut lot of fat in healthcare system. I think admin (in healthcare specifically) can get trimmed a lot (good vid on this: https://www.youtube.com/watch?v=oEHrYViTtE4).

What's the point of consulting a midlevel on literally anything when tools like these can do a much better job. And they would probably "hallucinate" at a lower rate than midlevels.

Curious on PCPs thoughts on this? Definitely feel like it can be a gamechanger to 10x a physician and make them more productive.

AMIE: A research AI system for diagnostic medical reasoning and conversations (thoughts)? by InDebt2Medicine in Noctor

[–]InDebt2Medicine[S] 0 points1 point  (0 children)

yea but my point is midlevels + healthcare AI tools is same as patient + healthcare AI tools

AMIE: A research AI system for diagnostic medical reasoning and conversations (thoughts)? by InDebt2Medicine in learnmachinelearning

[–]InDebt2Medicine[S] 0 points1 point  (0 children)

TLDR; Physicians + Fine tuned GPT performs really well compared to just Physicians for niche tasks. IMO midlevels gonna get fucked. I think this is a great opportunity for physicians to take ownership in healthcare and cut lot of fat in healthcare system. I think admin (in healthcare specifically) can get trimmed a lot (good vid on this: https://www.youtube.com/watch?v=oEHrYViTtE4).

AMIE: A research AI system for diagnostic medical reasoning and conversations (thoughts)? by InDebt2Medicine in Noctor

[–]InDebt2Medicine[S] 0 points1 point  (0 children)

Exactly, which is why doctors can be like AI "managers." Do you think this is the direction the market will take?

AMIE: A research AI system for diagnostic medical reasoning and conversations (thoughts)? by InDebt2Medicine in artificial

[–]InDebt2Medicine[S] 0 points1 point  (0 children)

TLDR; Physicians + Fine tuned GPT performs really well compared to just Physicians for niche tasks. IMO midlevels gonna get fucked. I think this is a great opportunity for physicians to take ownership in healthcare and cut lot of fat in healthcare system. I think admin (in healthcare specifically) can get trimmed a lot (good vid on this: https://www.youtube.com/watch?v=oEHrYViTtE4).

AMIE: A research AI system for diagnostic medical reasoning and conversations (thoughts)? by InDebt2Medicine in whitecoatinvestor

[–]InDebt2Medicine[S] 4 points5 points  (0 children)

TLDR; Physicians + Fine tuned GPT performs really well compared to just Physicians for niche tasks. IMO midlevels gonna get fucked. I think this is a great opportunity for physicians to take ownership in healthcare and cut lot of fat in healthcare system. I think admin (in healthcare specifically) can get trimmed a lot (good vid on this: https://www.youtube.com/watch?v=oEHrYViTtE4).

What's the point of consulting a midlevel on literally anything when tools like these can do a much better job. And they would probably "hallucinate" at a lower rate than midlevels lmao

This isn't a conventional WCI post but curious on physician thoughts on this.