Joe Chou's Avatar

Joe Chou

@incidentalfindings.org

Data geek, coder, hacker, ex-student pilot, foodie, Disney fan, neonatologist (MD), PediTools developer, ex-molecular biologist (PhD), snarky nonconformist, and annoying dad (+spouse)

699
Followers
808
Following
675
Posts
24.11.2024
Joined
Posts Following

Latest posts by Joe Chou @incidentalfindings.org

TIL that splattering your scrubs with beet juice at lunch leaves you looking like you were at a VERY bad C-section.

And it doesn’t blot out.

So now I look like an axe murderer, taking care of the babies.

04.03.2026 19:06 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
This image was taken by NASA's EPIC camera onboard the NOAA DSCOVR spacecraft

This image was taken by NASA's EPIC camera onboard the NOAA DSCOVR spacecraft

A view of Earth as seen by NASA's EPIC camera aboard the NOAA DSCOVR spacecraft, capturing our planet suspended in the darkness of space from nearly a million miles away

20.02.2026 05:52 πŸ‘ 25 πŸ” 6 πŸ’¬ 1 πŸ“Œ 0

I could raise my hand. But it’s pointless.

I’d much rather see more people NOT raise their hand but say they have changed.

20.02.2026 09:29 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Forever ago I really enjoyed SimAnt.

Two of my favorite non-fiction books include EO Wilson and Holldobler’s Journey to the Ants and The Leafcutter Ants

Will have to check this out. Is it more game or biological sim?

🐜

18.02.2026 18:56 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Installed Linux Mint a few days ago.

It’s good. Very good actually.

Didn’t expect this, but I could see myself migrating eventually, or even pretty soon.

(Currently Mac OS >>> Windows)

18.02.2026 18:46 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
Something Big Is Happening A personal note for non-tech friends and family on what AI is starting to change.

Thoughts on the impact of exponentially (literally) growing capabilities of AI. Very much worth the 10 - 15 minutes to read, particularly if you're closer to the start than the end of your career, no matter what that career might be.

15.02.2026 00:41 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
Post image

Coffee and improved cognition, reduced dementia
>130,000 people followed 37 years
Benefit seen only with caffeinated coffee or tea and most pronounced ~2 cups/day
@jama.com β˜•οΈβ˜•οΈhttps://jamanetwork.com/journals/jama/fullarticle/2844764

09.02.2026 16:01 πŸ‘ 265 πŸ” 88 πŸ’¬ 24 πŸ“Œ 41

In my office, I still have β€œbooks” (those things made out of trees) that I learned PHP and Perl from.

(My clinical calculator website is fully hand coded in PHP…)

Maybe I should see if my laserdisc player still works.

11.02.2026 01:36 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Like the finding. Don’t like the Y axis.

11.02.2026 01:23 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Former pediatrician here (now just newborns) β€” congratulations and thank you.

When you feel sore and achy afterwards, remember that it’s because IT’S WORKING! Your body’s immune system is going β€œwhat the heck is this stuff?!? I’m going to learn to kick the sh*t out of it if I ever run into it again.”

Whenever I got my shots and I DIDN’T feel sort of crummy the couple of days afterwards, I was worried the shots weren’t working :)

Former pediatrician here (now just newborns) β€” congratulations and thank you. When you feel sore and achy afterwards, remember that it’s because IT’S WORKING! Your body’s immune system is going β€œwhat the heck is this stuff?!? I’m going to learn to kick the sh*t out of it if I ever run into it again.” Whenever I got my shots and I DIDN’T feel sort of crummy the couple of days afterwards, I was worried the shots weren’t working :)

Encouraging a kid who decided to get vaccinated, in my own apparently strange way.

#PedSky

11.02.2026 00:40 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
Traditional_Rice_682's comment on "Can I get an explanation of the Super Bowl halftime show?" Explore this conversation and more from the NoStupidQuestions community

So much depth to the half-time show that I missed. Really nice post sharing the cultural meaning.

www.reddit.com/r/NoStupidQu...

www.reddit.com/r/NoStupidQu...

09.02.2026 09:25 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
Ice Cream for Breakfast Day - Wikipedia

This is today.

I guess for me it’ll have to be β€œEat ice cream for third breakfast day”

07.02.2026 15:14 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I bet they’re going to flood Pooh, 7 Dwarfs, and Ariel and bring back submarines, right?

05.02.2026 01:25 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Post image

Tonight’s dumb napkin cartoon…

04.02.2026 00:43 πŸ‘ 5089 πŸ” 1161 πŸ’¬ 50 πŸ“Œ 57

Was working with a medical student recently who said I had a β€œmoral code”.

I don’t really know what that means but I felt strangely disturbed.

They probably shouldn’t let me work with medical students. I’m contaminating them.

04.02.2026 08:53 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Originally, the ceremony used a variety of rodents and mustelids, but over time most people agreed it made sense to standardize on a specific individual ground squirrel in Pennsylvania.

Originally, the ceremony used a variety of rodents and mustelids, but over time most people agreed it made sense to standardize on a specific individual ground squirrel in Pennsylvania.

Groundhog Day Meaning
https://xkcd.com/3202/

Originally, the ceremony used a variety of rodents and mustelids, but over time most people agreed it made sense to standardize on a specific individual ground squirrel in Pennsylvania.

Explain xkcd: https://www.explainxkcd.com/wiki/index.php/3202

02.02.2026 16:20 πŸ‘ 16 πŸ” 5 πŸ’¬ 0 πŸ“Œ 0

I prefer:

β€œDon’t believe anything without thought.” - Me

02.02.2026 19:36 πŸ‘ 3 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

This is both horrifying and expected.

I have been dismayed at how many clinicians I know are quite willing and even excited to offload their clinical judgement to large language models.

02.02.2026 19:34 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

I’m aware of Palantir and what they do

But I’m a physician, and protected health information is (or was) considered sacred. The information a patient (or parent) communicates with us shouldn’t be fair game for data harvesting.

01.02.2026 15:07 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
ICE and Palantir: US agents using health data to hunt β€œillegal immigrants” US immigration agents are using an app developed by Palantir that draws on the health records of millions of Americans to find and detain people they deem illegal immigrants. The revelation comes as ...

Anyone else find this concerning?

#MedSky #PedSky #NeoSky

31.01.2026 19:33 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

Parents terrified to leave home to bring kid to the hospital is yet another thing making me very angry (bili over 25 mg/dL)

31.01.2026 19:28 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
How AI Impacts Skill Formation AI assistance produces significant productivity gains across professional domains, particularly for novice workers. Yet how this assistance affects the development of skills required to effectively…

You do have to give Anthropic credit here. It is rare for a lab to publish data questioning its own tools.
Meta constantly buries internal findings that challenge their business model. This kind of transparency is uncommon and should be encouraged instead of dog-piled.

Link to the full study:

31.01.2026 15:15 πŸ‘ 8 πŸ” 3 πŸ’¬ 0 πŸ“Œ 1

I’m actually really pleasantly surprised that Anthropic (Claude) was willing to disseminate these results.

Much respect to them.

Confession: I use Claude at times to help with R coding

31.01.2026 18:37 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
How AI assistance impacts the formation of coding skills Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.

Really important research out of Anthropic: In a RCT study, they found AI coding assistance resulted in a πŸπŸ•% 𝐝𝐫𝐨𝐩 in mastery for users.
While tasks were slightly faster, offloading thinking to AI stunted skill growth. Using AI to explain code, rather than just write it did help with retention.

31.01.2026 15:15 πŸ‘ 14 πŸ” 5 πŸ’¬ 5 πŸ“Œ 1

I had a mom in the nursery ask if I was The Baby Whisperer yesterday, after calming a cranky small one.

Honestly, my dream retirement would include being a volunteer cuddler. Someday.

30.01.2026 16:46 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
From the Damnthatsinteresting community on Reddit: Alex Pretti’s coworkers take a moment of silence this morning. Explore this post and more from the Damnthatsinteresting community

There are no words.

26.01.2026 19:47 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
Column | The abhorrent power of the photograph of a 5-year-old held by ICE An image like this could once change history. Can one still?

β€œThis is an image of universal moral urgency, akin to a small number of photographs that once upon a time had the power to change our behavior, away from cruelty or indifference and in the direction of basic decency.β€œ Gift Link

24.01.2026 01:34 πŸ‘ 577 πŸ” 207 πŸ’¬ 16 πŸ“Œ 6

Dang it, how did I miss this?

Back in 2018 I worked (very slowly) through an earlier edition of this book using R but always meant to go through it again (with the 2nd edition) to try to cement understanding.

This is perfect! Hopefully I can catch and keep up!

24.01.2026 07:42 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Basket of around 30 whistles 3D printed and packaged up with info cards with phone number to report ICE activity and what to report, ready for distribution.

Basket of around 30 whistles 3D printed and packaged up with info cards with phone number to report ICE activity and what to report, ready for distribution.

Around 30 whistles printed and packaged up with Reporting info cards, ready for distribution.

23.01.2026 20:13 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

What advice can you give to folks in other cities expecting an ICE surge?

What lessons learned of things that worked or didn’t work?

23.01.2026 20:10 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0