Dr. Judy Melinek's Avatar

Dr. Judy Melinek

@drjudymelinek

Forensic pathologist & coauthor with TJ Mitchell @workingstiff.bsky.social of Working Stiff & Jessie Teska Mysteries πŸ”ŽπŸ’€πŸ”¬ ❀️ & πŸ”„ DON’T mean I endorse/agree.

2,291
Followers
596
Following
468
Posts
20.11.2024
Joined
Posts Following

Latest posts by Dr. Judy Melinek @drjudymelinek

This is by far the stronger gear point so far. Algorithms for AI are dependent on what we already know. If we want to advance science we need to create something new and original that hasn’t been created before and that will not be captured by algorithms that have as their basis existing science

08.03.2026 04:32 πŸ‘ 4 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

For AI to replace FP we will lose advancement and learning. Research requires understanding and creating something new.

08.03.2026 04:07 πŸ‘ 4 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Anti-AI Forensic View: we are assuming the practice of pathology requires intelligence. Tech that aims to replace humans is fraught with great difficulty. It has been unable to replace us despite initial claims, based on prior technological advances.

08.03.2026 04:06 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

AI will not replace all forensic pathologists. There will just be few FPs doing a larger workload. And fewer autopsies because the public and coroners don’t like them.

08.03.2026 04:03 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Chat GPT sat the boards exams and passed the exam! Not bad for a free AI that wasn’t trained on pathology samples. People also prefer AI responses to questions.

08.03.2026 04:01 πŸ‘ 1 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0

Pro AI: We have rushed to embrace technology that have reduced our autopsy numbers. We are seeing understaffing like never before. Now a big chunk of our role is reviewing medical records. AI can already do this.

08.03.2026 04:00 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Second point is that all current AI protocols require human oversight for algorithm accuracy and reliability. Pathologist has ultimately diagnostic responsibility.

08.03.2026 03:58 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

β€œA pathologist is not limited to just diagnostic evaluation.” We are managers, lab directors, researchers…

08.03.2026 03:56 πŸ‘ 2 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0

Rebuttal from the anti-group. She has a backdrop that was clearly made by an AI image maker. Her argument is that the answer to workforce shortage is not AI replacing pathologists but AI helping pathologists be more efficient.

08.03.2026 03:55 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Fails again when the voice restarts at the beginning and has to be stopped and the Dina slides get advanced so fast we can barely process them.

08.03.2026 03:53 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Next argument is an example of of a video where a robotic voice indicates that all the work is being done by the virtual assistant while the pathologist has a mojito and poke bowl on the beach. This is suggested as the future of pathology: as a partnership between the automaton and the doctor.

08.03.2026 03:51 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Argument for replacement is starting off strong with the true fact that we can’t attract enough med students and registrars into the field. So it’s inevitable that we will be replaced. The presenter then stumbled because the batteries came out of the remote to advance the slides.

08.03.2026 03:48 πŸ‘ 4 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Audience: clapping πŸ‘ much louder for the AI won’t replace us proponents.

08.03.2026 03:46 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Post image

Dr. Fiona McClean just got on stage dressed as a dinosaur.

08.03.2026 03:45 πŸ‘ 7 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

They have two teams of four pathologists: pro-AI and anti-AI
The host is introducing them with intros she said she wrote using Chat GPT. I don’t believe her. It’s too funny.

08.03.2026 03:43 πŸ‘ 4 πŸ” 0 πŸ’¬ 3 πŸ“Œ 0

β€œBeing a nerd is not just acceptable. It’s a job requirement” lol πŸ˜‚

08.03.2026 03:40 πŸ‘ 7 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Post image

About to attend the last lecture: my hot take is that AI is going to just create more work for us… like every other technology we have integrated into our practice. Anyone who thinks they can replace doctors with AI is in for a rude awakening. Our work will change but you’ll still need us.

08.03.2026 03:31 πŸ‘ 26 πŸ” 6 πŸ’¬ 2 πŸ“Œ 0
Post image

I have reached that part of the pathology conference when I am second guessing every single case I’ve signed out recently and questioning my life choices by thinking I should have stayed in academia… yes, I must be delusional. Time to go home.

08.03.2026 02:11 πŸ‘ 7 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

And today: β€œβ€¦according to the Americans β€” well, should we really listen to the Americans?”
Audience πŸ˜‚πŸ˜‚πŸ˜‚

07.03.2026 04:42 πŸ‘ 10 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

Just listened to a lecture at a medical conference in Sydney where the presenter suggested a meeting in the U.S., β€œif you want to risk going to America” and the whole audience laughed. This is what we are now.

06.03.2026 03:14 πŸ‘ 22 πŸ” 3 πŸ’¬ 0 πŸ“Œ 1
Post image

Rose crowned fruit dove in Toranga Zoo, #Sydney.

@drjudymelinek.bsky.social: β€œLooks like a sorbet.”

She’s not wrong.

03.03.2026 02:45 πŸ‘ 16 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
Post image

New Zealand/Aotearoa: today this seagull was at the end of the rainbow. No leprechauns. Just boids.

01.03.2026 19:44 πŸ‘ 84 πŸ” 18 πŸ’¬ 1 πŸ“Œ 0

Caught the Michelangelo exhibit in Wellington. I love his art and was expecting a better commentary on the artist, his life and the artistic depiction but got one religious story after another. A bit disappointed.

21.02.2026 03:42 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Cover of Judy Melinek and T. J. Mitchell's Working Stiff: Two Years, 262 Bodies, and the making of a Medical Examiner.
Cover is a picture of a white tiled wall with a red strip at the bottom.
A plastic gloved left hand holding a scalpel hovers with the blade above the title.
A gold/brown circle says: A New York Times Bestseller
Cover text reads:
"Far from the magic we see on TV, Working Stiff describes
forensic pathology in the real world. The book is a 
compelling and absorbing read." - Kathy Reichs,
author of the Temperance Brennan Bones series.
Judy Melinek, M.D.
and
T. J. Mitchell
working
Stiff
Two Years, 262 Bodies
And The Making Of A
Medical Examiner

Cover of Judy Melinek and T. J. Mitchell's Working Stiff: Two Years, 262 Bodies, and the making of a Medical Examiner. Cover is a picture of a white tiled wall with a red strip at the bottom. A plastic gloved left hand holding a scalpel hovers with the blade above the title. A gold/brown circle says: A New York Times Bestseller Cover text reads: "Far from the magic we see on TV, Working Stiff describes forensic pathology in the real world. The book is a compelling and absorbing read." - Kathy Reichs, author of the Temperance Brennan Bones series. Judy Melinek, M.D. and T. J. Mitchell working Stiff Two Years, 262 Bodies And The Making Of A Medical Examiner

#bookreview πŸ“šπŸ’™ πŸ“šπŸ€³
Fan of:
- Forensics!
- Memoirs
- Patients that can't get worse
- Grossing out
Try:
@drjudymelinek.bsky.social and @workingstiff.bsky.social's
Working Stiff
drworkingstiff.com/product/work...
Judy Melinek recounts what she learned about humans and the human body as a coroner in NYC.

01.02.2026 03:36 πŸ‘ 14 πŸ” 4 πŸ’¬ 2 πŸ“Œ 2

We have two more fast reads for you, if you enjoy #detective fiction: @drjudymelinek.bsky.social & I coauthored the noir mysteries First Cut & Aftershockβ€”real science, badass #forensic pathologist as 1st person narrator. In print, ebook, & audio; seek em out! #booksky

01.02.2026 23:13 πŸ‘ 4 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

And we can also use autopsy technicians too!!!

28.01.2026 19:32 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

#forensics #forensicpathology #CSI #DeathInvestigation #jobs #NZ #ForensicPathologist

26.01.2026 17:11 πŸ‘ 4 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0

Possibly. Are you a pathology assistant? E mail me your resume if yes.

28.01.2026 19:31 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

So excited for you! I’m reading it again now!

28.01.2026 19:30 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Video thumbnail

An amazing 2026 @sundanceorg Film Festival!

Thank you so much to everyone who received a copy of the book, including,
Rob Lowe
Natalie PortmanΒ 
Seth Rogan
Channing Tatum
John SlatteryΒ 
James Pedersen
Kate Maccenon
John Turturro

I hope you enjoy the #book.

28.01.2026 16:42 πŸ‘ 1 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0