ER doc focused how humans and systems keep working when things go wrong. RAND | USC | MCTI | lead: @TheEmergMind
Joined December 2011
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Dan Dworkis MD PhD FACEP retweeted
NEW Viewpoint: The clinician–artificial intelligence scientist: a proposed career pathway in medicine.
Read it here: thelancet.com/journals/landi…
Dan Dworkis MD PhD FACEP retweeted
I've attempted to map everything in oncology in a public website and open source repo for all.
The site is trying to get all cancers, products, technologies, bottlenecks, people, startup opportunities with 1000+ ideas for upgrading the field.
If you have a loved one with cancer and you are technical or can engineer, go take a look, file improvement requests or bugs or help with the open repo and make this the best open and free info resource for individuals, researchers and educational use.
This should save people time, aid AI oncology projects and generate positive action. If you are not technical just complain in this thread about broken or annoying or things you want and I'll fix them live.
Some of the interesting pages:
Treatments: onco.cc/drugs
A gallery of the molecules being used onco.cc/molecules/
And targets: onco.cc/targets/
The technologies in oncology: onco.cc/technologies/
1100 ideas for helping oncology: onco.cc/ideas/
Bottlenecks on oncology: onco.cc/bottlenecks/
Open questions (LETS GO RESEARCH PEOPLE) onco.cc/open-questions/
Startup requests (LETS GO STARTUP PEOPLE) onco.cc/startup-requests/
Mechanics of cancer: onco.cc/mechanics
Battlefronts: onco.cc/fronts/
Isotope supply: onco.cc/isotopes
Key papers: onco.cc/key-papers
Pipeline funnels: onco.cc/pipeline
Cancer by type: onco.cc/cancers/
Institutional rankings: onco.cc/institutions/
The startups: onco.cc/startups/
Heros and heroines : onco.cc/heroes/
Key medical people: onco.cc/people/
Here is the project roadmap: onco.cc/roadmap/
Models and data sets: onco.cc/models/
There are other views as well, take a browse.
Try making a PR if you have an upgrade to this on the repo here: github.com/judegomila/OnCo
If you are biologically/medically minded and something is wrong, file a bug as well or say on the thread and we will get it fixed live.
If this is a useful project star the repo and help get it calibrated.
I've tried to add some other languages but I cannot speak them so tell me if that doesnt work well.
I believe we will crack oncology and having total information dominance is key to the problem.
Let the feedback flow!
Dan Dworkis MD PhD FACEP retweeted
This might be coolest thing ever.
huggingface.co/spaces/agent-…
We should bucket the world's hardest problems and everyone start throwing spare tokens at them.
Solve cancer
Solve hunger
Solve everything
Dan Dworkis MD PhD FACEP retweeted
Episode 137: Dr. Derek Donegan on Orthopedic Trauma and Metacognition.
youtu.be/36eMHq6L8Cc
Dan Dworkis MD PhD FACEP retweeted
In 1843, Elizabeth Barrett Browning wrote to a friend after seeing her first daguerreotype: “The very shadow of the person lying there fixed for ever! … I would rather have such a memorial of one I dearly loved, than the noblest artist’s work ever produced.”
Our lives and homes are filled with things that once inspired similar awe. I tried to collect those feelings, in quotes like the one above, from people for whom what is now ordinary was brand new. A friar who met the inventor of eyeglasses, a founding father on the new smallpox vaccine, a woman in Iowa on her family’s first indoor bathroom. To look at a modern apartment through their eyes: ordinaryabundance.com
Dan Dworkis MD PhD FACEP retweeted
So @Doctronic fixed primary care pricing.
A doctor visit that runs $150-300 uninsured? Ours is $39. No insurance needed (though we accept it if you want to use it), no surprise bill, no games, and a money back guarantee!
Oh and prescription renewals in Utah are $0 and are $19 nationwide.
But then our doctors order labs and it gets expensive again. E.g. CBC + CMP + lipid + A1c: ~$260 retail at the big labs, ~$130 at the cheapest shop I can find. Many Americans simply can't afford labs after a visit.
What startup is working on fixing this? America needs a Basic Wellness Panel for $40.
If you're solving this problem, DM me. I can send you 2,000 lab orders a week immediately to kickstart your business.
Dan Dworkis MD PhD FACEP retweeted
LLMs are affecting what people do in emergencies (and not for the best).
More safety research needs to be done by medical professionals. I want to see @ddworkis working with frontier labs (@OpenAI / @AnthropicAI) to improve the way LLMs are trained in this space.
If you woke up with a numb or weak arm and asked an AI what to do, would it tell you to call 911?
It should. But the answer is: depends which one you asked. And on exactly how you asked it.
medrxiv.org/content/10.64898…
A thread on #AIsafety, #healthcareAI, and #stroke ⬇️
Dan Dworkis MD PhD FACEP retweeted
There's a physicist at Stanford named Safi Bahcall who modeled this exact principle and the math is wild.
He calls it "phase transitions in human networks." When you're stationary, your probability of a lucky event is limited to your existing surface area: the people you already know, the places you already go, the ideas you've already been exposed to. Your opportunity window is fixed.
When you move, your collision rate with new nodes in a network increases nonlinearly. Double your movement (new conversations, new cities, new projects) and your probability of a serendipitous encounter doesn't double. It roughly quadruples. Because each new node connects you to their entire network, not just to them.
Richard Wiseman ran a 10-year study at the University of Hertfordshire tracking self-described "lucky" and "unlucky" people. The single biggest differentiator wasn't IQ, education, or family money. Lucky people scored significantly higher on one trait: openness to experience. They talked to strangers more, varied their routines more, and said yes to invitations at nearly twice the rate.
The "unlucky" group followed the same routes, ate at the same restaurants, and talked to the same 5 people. Their networks were closed loops. No new inputs, no new collisions.
Luck isn't random. Luck is surface area. And surface area is a function of movement.
The lobster emoji is doing more work than most people realize. Lobsters grow by shedding their shell when it gets too tight. The growth requires a period of total vulnerability. No protection, no armor, soft body exposed to the ocean.
That's the cost of movement nobody posts about. You have to be uncomfortable first. The new shell only hardens after you've already moved.
Dan Dworkis MD PhD FACEP retweeted
“Learn from the mistakes of others. You can't live long enough to make them all yourself.”
-- Eleanor Roosevelt.
Dan Dworkis MD PhD FACEP retweeted
Some real nuggets in Dan’s talks during @_retrieval #Retrieval2023 We all want to strive to be a high performer for ourselves, our patients and our colleagues. We need tools, structure and apply principles to make that happen. #ThankYou @TheEmergMind
Epic conference @_retrieval #retreival2023 - amazing folks, great to come talk about building teams that apply knowledge under pressure, developing excellence in crisis, and never wasting suffering.
Thank you @StephenHearns1 for the invite!
Dan Dworkis MD PhD FACEP retweeted
Thanks to all of our speakers, delegates, exhibitors, helpers and everyone else involved - we hope you all had as enjoyable a #Retrieval2023 as Harriet, and haste ye back for #Retrieval2024...
Amazing #Retrieval2023 -wonderful group of amazing people, catching up with old friends and colleagues and meeting new ones-inspiring and thought provoking few days. Thank you.
Dan Dworkis MD PhD FACEP retweeted
Epic conference @_retrieval #retreival2023 - amazing folks, great to come talk about building teams that apply knowledge under pressure, developing excellence in crisis, and never wasting suffering.
Thank you @StephenHearns1 for the invite!
"Never waste a suffering" - of patients or ourselves - learn from everything, share the story @ddworkis - The High Performance Mindset
#Retrieval2023 @_retrieval
Dan Dworkis MD PhD FACEP retweeted
Emotional start to #retrieval2023 with Dan , amazing learning to take forward.
Dan Dworkis MD PhD FACEP retweeted
"Never waste a suffering" - of patients or ourselves - learn from everything, share the story @ddworkis - The High Performance Mindset
#Retrieval2023 @_retrieval
Dan Dworkis MD PhD FACEP retweeted
“Humans require recovery, maintenance and repair, the same way that our machines, helicopters and airplanes do” @ddworkis #Retrieval2023
Dan Dworkis MD PhD FACEP retweeted
Time for a 🎉 giveaway!
@EMCoachLLC (our sponsors for the last several podcasts) wants to give *you* a set of their high-yield emergency medicine flashcards.
Like/RT to enter to win! (US based folks only)
#MedTwitter #MedStudentTwitter #FOAMed
Dan Dworkis MD PhD FACEP retweeted
Have you booked your place for the next #SpacesforRecovery event? @StoryClare will be joined by @ddworkis, Dr Preston B. Cline and #KevinKling! 🙌 Discussing all things #Leadership #Followership #Membership
Don't miss out, book your place: ow.ly/Y3t750MYXRR
Dan Dworkis MD PhD FACEP retweeted
Regulatory behavior and job crafting for resilience in extreme environments. Another great listen @ddworkis. Extremely comparable to our #humanfactors designed ECMO cart as #jobcrafting to allow for high performance during extreme stress for ICU podcasts.apple.com/us/podcas…
Dan Dworkis MD PhD FACEP retweeted
Prehospital folks!!
Paramedics / dispatchers / firefighters ⬇️
I'm looking for 5-10 people to help test a new training module on overcoming jitters and absolutely nailing the start of your shift.
DM if interested!
Would love your help.
Dan Dworkis MD PhD FACEP retweeted
Door naar prestatiepsychologie: hoe leer je presteren onder druk?
“A person comes in, and then you have that one moment to use everything you’ve studied your whole life to learn, to try and save that person.”
@ddworkis en @michaelgervais leggen het uit!
findingmastery.net/dan-dwork…