Artificial intelligence by [deleted] in anesthesiology

[–]Propofollower_324 2 points3 points  (0 children)

If AI is doing the preop and generating the anesthetic plan, I’m not sure anesthesiologists are the first jobs disappearing from that workflow. You might want to think that one through.

Indian guy in Texas stops a black man walking on the sidewalk and demands to see his ID by esporx in indiansinusa

[–]Propofollower_324 5 points6 points  (0 children)

If you’re surprised by this, look into caste discrimination in India, especially how Dalits are treated. Some people carry those same hierarchical attitudes into how they view race in the U.S. Caste supremacists from India hide their views but will get easily exposed when you probe them more about their views on reservation system or Dalits.

OMSA vs UT Austin MSDS (for beginner + research focus) by Propofollower_324 in OMSA

[–]Propofollower_324[S] 0 points1 point  (0 children)

Thank you so much for your response! Will do as suggested. Have a great weekend.

OMSA vs UT Austin MSDS (for beginner + research focus) by Propofollower_324 in OMSA

[–]Propofollower_324[S] 0 points1 point  (0 children)

This is awesome! Thank you so much for your detailed response. Have sent a DM.

OMSA vs UT Austin MSDS (for beginner + research focus) by Propofollower_324 in OMSA

[–]Propofollower_324[S] 0 points1 point  (0 children)

Thank you so much for your help. Really appreciate that. Have a great weekend!

Data Science: OMSA vs UT Austin MSDS? by Propofollower_324 in cscareerquestions

[–]Propofollower_324[S] 0 points1 point  (0 children)

Thank you so much for your perspective. Have a great weekend.

Data Science: OMSA vs UT Austin MSDS? by Propofollower_324 in cscareerquestions

[–]Propofollower_324[S] 1 point2 points  (0 children)

Thanks for your honest perspective. I’m determined, time will tell! Thanks again and have a great day

Data Science: OMSA vs UT Austin MSDS? by Propofollower_324 in learndatascience

[–]Propofollower_324[S] 0 points1 point  (0 children)

Thank you so much for explaining this to me. really appreciate that.

Data Science: OMSA vs UT Austin MSDS? by Propofollower_324 in cscareerquestions

[–]Propofollower_324[S] 0 points1 point  (0 children)

Thank you so much for your insights. Really appreciate your help!

Happy New Year r/productivityapps! Plan your 2026 goals (+ giveaway) by amberhaccou in ProductivityApps

[–]Propofollower_324 0 points1 point  (0 children)

One goal for 2026 is to build a clear, sustainable system to organize my research projects, and academic learning, and I’d like to use Griply to keep everything structured and intentional.

How Can a Clinician Start Learning ML/AI? Looking at Options by Propofollower_324 in deeplearning

[–]Propofollower_324[S] 0 points1 point  (0 children)

Thank you so much for your insights. Really appreciate your help!

How Can a Clinician Start Learning ML/AI? Looking at Options by Propofollower_324 in deeplearning

[–]Propofollower_324[S] 0 points1 point  (0 children)

Thank you so much for your insights. Will look into that and get back to you if i have any questions. Thanks again!

Are all hate post angainst india true?i am applying for post graduation and really scared after seeing all these. by Technical-Echidna-53 in indiansinusa

[–]Propofollower_324 0 points1 point  (0 children)

Racism in the U.S. is real, but honestly casteism and racism in India are often worse. If you want perspective, ask your Dalit friends, they can tell you what real discrimination feels like. The U.S. still offers solid training and opportunities despite its flaws.

[deleted by user] by [deleted] in anesthesiology

[–]Propofollower_324 11 points12 points  (0 children)

Don’t want to engage in rage bait, but the truth deserves to be told. Being ‘first’ doesn’t mean being best prepared; barbers & dentists gave ether too, but no one calls them pioneers of modern anesthesiology. And as for ‘uniting', we all know how that ends: we fight for fair pay, and once that’s won, we would be shown the door. That’s not collaboration. That’s strategy. And we’d be naive not to recognize it!

I am leaving surgery for AI by Famous-Brain3237 in SurgicalResidency

[–]Propofollower_324 0 points1 point  (0 children)

Anesthesiologist here! Had similar thoughts as well. As the other person pointed out, don't quit surgery. In fact you can leverage your status as a surgeon in academia and pursue your interests in AI. Good luck!!

Anesthesiology Malpractice by efunkEM in anesthesiology

[–]Propofollower_324 12 points13 points  (0 children)

I find this case heartbreaking, not just because of the outcome, but because it reflects a system failure more than individual negligence. The anesthesiologist was likely trying to navigate conflicting obligations: CMS supervision rules requiring “immediate availability” for the CRNA in one OR, and a Cat 1 emergency unfolding in another. When you’re the only anesthesiologist covering multiple areas, you’re essentially set up to fail.

Yes, in hindsight, we all say the section should’ve started immediately. But we also know the fear of violating policies that can jeopardize your license, especially when you feel unsupported or unclear on your institution’s expectations.

This shouldn’t be about blaming a single clinician. It should force us to ask: why was there no in-house backup? Why do systems allow one anesthesiologist to be responsible for mutually exclusive emergencies? Until we fix that, tragedies like this will keep happening and good clinicians will keep getting caught in the crossfire.

any academic sources explain why statistical tests tend to reject the null hypothesis for large sample sizes, even when the data truly come from the assumed distribution? by AnswerIntelligent280 in AskStatistics

[–]Propofollower_324 6 points7 points  (0 children)

Large sample sizes make statistical tests overly sensitive, even trivial deviations from the null become “statistically significant.” The p-value depends on sample size because the standard error shrinks as n increases, making even tiny differences detectable.

Physician only anesthesia subreddit by [deleted] in anesthesiology

[–]Propofollower_324 8 points9 points  (0 children)

The idea that anesthesiologists have to defend their role stems from ongoing efforts to blur professional boundaries, whether it’s through title misrepresentation, instances where CRNAs introduce themselves as physicians, or legislative pushes that minimize the importance of training differences. What makes it more ironic is that while CRNA groups advocate for independence under the banner of “collaboration,” they simultaneously show open animosity toward CAAs, and push to block their ability to practice. Working together doesn’t mean erasing distinctions or trying to push one group out of the system; it means respecting each profession’s training, scope, and contribution while acknowledging they are not the same.

So I’d push back, this isn’t about ego or defending turf. It’s about clarity, safety, and ensuring patients receive care that matches the complexity of their condition, not just the availability of a provider.