
Founder @PMcardioApp - AI that reads ECGs & Queen of Hearts (STEMI/OMI) Cardiology Researcher @CardioAalst ECG Educator - weekly cases
San Francisco, CA
Joined July 2011
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Seeing a clinical need identified in the cath lab at Aalst evolve into a certified medical device and platform that now helps millions of patients worldwide is incredibly rewarding, and exactly the kind of impact that inspired me to pursue medicine!
“I’m good at this, but my colleagues could benefit from this AI.”
A sentiment we often hear at conferences. Yet ECG quizzes and studies consistently reveal a gap between perceived and actual ability to recognize STEMI/OMI.
Recognizing our own limitations takes humility.
Replying to @PowerfulMedical
Average room accuracy: 60%. Spotting occlusion MI on an ECG is harder than it looks. 🫀
Robert Herman, MD, PhD retweeted
On this case, 94% of respondents got it wrong. Activate or wait? Reply with your call. Answer coming in a follow-up post. 👇
Robert Herman, MD, PhD retweeted
Congrats to the winners of our Queen of Hearts™ ECG Quiz at #ACEP26! 🏆
🥇 Jack Basse, UCLA
🥈 Sarat Chandra Uppaluri, Star Hospitals
🥉 Tom Nguyen, AdventHealth
Who’s heading to #TCT2026 this year? 😎 Two exciting multicenter studies will be presented!
Every minute matters when a coronary artery is occluded. 🫀
Meet the team behind Queen of Hearts™ at #TCT2026 for a live demo of AI-powered ECG analysis, now FDA De Novo authorized.
📍 San Diego | Booth #3125
📅 Oct 31 – Nov 3
#PMcardio #Cardiology
Robert Herman, MD, PhD retweeted
Last week, our team was at the Congress of the Slovak Society of Cardiology.
Our Head of AI, Adam Rafajdus, gave a talk called “When an ECG reveals more than the human eye can see.” He covered how AI can find signals in a standard ECG that are easy to miss in everyday practice.
Massive NCDR registry study showing that ~40,000 acute occlusion MI patients in the US face delayed care each year, with worse outcomes. We now have FDA-authorized AI capable of identifying these patients on their very first ECG. The opportunity to transform care is enormous.
Among 1,198,544 pts in the #CathPCIRegistry, 15% w/ #NSTEMI had an acute coronary occlusion (ACO) w/ worse in-hospital outcomes than NSTEMI w/ no ACO (adj OR, 2.26) but better than #STEMI. ACO NSTEMI is high risk & warrants earlier recognition. #JACCINT
bit.ly/3TGreki
Robert Herman, MD, PhD retweeted
3 feature articles and two Editorials on Occlusion Myocardial Infarction in the Journal of the American College of Cardiology cardiovascular interventions.
See all of them on the front page of this issue here: jacc.org/toc/interventions/c…
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Robert Herman, MD, PhD retweeted
If you had told me 5 years ago that this would be the front page of JACC CI, I'm not sure I would have believed you. My thanks to these colleagues for their work.
Robert Herman, MD, PhD retweeted
Paramedics decide which hospital a heart attack patient goes to. Usually without a cardiologist to ask.
Queen of Hearts is coming to @CorpulsWorld devices: an AI ECG read in seconds, seen by the hospital before the patient arrives. EU, UK and Switzerland first.
🤖 Made with AI
Last chance to win a LEGO Ambulance at the #PMcardio booth at @ACEPNation! Come take a stab at the ECG Quiz.
🚨Activate or wait? Come test yourself against the Queen of Hearts on real suspected STEMI calls at #ACEP2026 in Chicago!
Meet us at the @PMcardioApp Booth (3924) and win a Lego Ambulance if you tie or beat the Queen.
Robert Herman, MD, PhD retweeted
I’ve always said the worst thing you can be if you have a myocardial infarction is a young woman. And most of the problem is with cardiologists, not EM. Everyone should be using the.@PMcardioApp queen of hearts, AI ECG model to avoid these mistakes.
drsmithsecgblog.com/tag/youn…
I appreciate this unsolicited swipe at Canadian ERs. But guess what happens when you call a cardiologist about a low positive troponin at 0400AM? Sure, go ahead and blame ER - everyone does. But first understand what ER faces to get cardiology interest in a case. 👇👇👇
It could be true that the threshold of a high sensitivity troponin for diagnosing myocardial ischemia in women is different. If that's new - which it would be - that's important.
Professional guidelines and continuing education has not reflected this possibility. In the last 2 weeks, I attended 2 lectures by physicians passionate about diagnosing myocardial infarction and there was zero mention of the concerns raised in this article. It could be charged that is the problem - doctors are dumb and sexist - but again, these are physicians with an incredible research, publishing and teaching record in diagnosing MI in all types of patients. They are dedicated to finding the elusive heart attacks.
New guidelines could be forthcoming but that doesn't excuse taking a swipe at ERs that are doing their best under difficult circumstances. Avis should take a breath and talk to an ER doctor next time before unloading a headline on ER.
When you call cardiology about a female with a low troponin - they'll account for it over the phone, calling it "strain" or not worrisome and direct you to outpatient follow-up or calling internal medicine. You can call a cardiologist about a patient with EKG changes, worrisome troponin, and active chest pain, and they are not going to rush in every time. That's reality.
Would ER like more cardiology interest? Sure. Just remember, it's cardiology and not ER that control who gets interventional angiography.
ER behaves the way it does because it knows the interest of cardiology. They know the institutional guidelines when to call them. ER isn't making the rules, they are following them.
This article does cite important anginal equivalents like nausea, shortness of breath and indigestion - and in defense of ER - this is well known. If you ask a real ER doctor - we are smashed by EKGs for far far less during a regular shift. These types of patients are already being evaluated for myocardial ischemia. But too bad Avis didn't think of asking an ER doctor what happens in the ER rather than just taking a kick at them and the brutal work they do when everyone else is having Thanksgiving turkey.
Favaro cites Alberta data saying "300 women a year were sent home from emergency departments in the province, then returned with a heart attack within 30 days". No where in the article (which I read) does it actually describe what really happened. Was it because the ER doctor made a mistake? Was it because cardiology refused to see the patient despite the advocacy of the ER doctor? Was it because the hospital guidelines meant the patient was ineligible for real-time cardiology consultation? We don't know. The articles doesn't say. But yah, it's all ER's fault as the click-bait headline reads.
ER is an easy target for criticism. But very few can do the job for a career. And if you do, you should be ready for criticism by people on the sidelines who aren't going to put on a stethoscope and see patients. This type of journalism - isn't helping the situation. It's click-bait and riles up people to read the article and learn how they've been shafted by dumb and uncaring doctors and to be upset at ER when ER is powerless over who gets invasive testing.
So - to conclude - would ER like more cardiology interest in women - yes, for sure. But maybe blame the cardiologists alongside the ERs because at 0400AM we know who is working hard in terrible conditions getting the middle finger from patients, getting kicked punched and swore at - and who isn't. @Avis_Favaro @ECGcases @smithECGBlog @amalmattu
Robert Herman, MD, PhD retweeted
Read the full story: powerfulmedical.com/blog/rom…
Robert Herman, MD, PhD retweeted
From #ECG acquisition to #cardiology in seconds — with no manual step required.
At Sant’Andrea University Hospital:
→ 5,629 ECGs analyzed
→ <17 sec median from alert to report opened
→ 94% within the 90-min door-to-balloon target
#AI built into the pathway, not beside it.
Robert Herman, MD, PhD retweeted
Queen of Hearts’ FDA approval was the #1 most-read story in September on TCTMD, one of the leading interventional cardiology resources!
Great talk on AI for emergency physicians!
Excited for #ACEP26 this week, and the opportunity to speak on #ECG interpretation, #AI tools like @PMcardioApp, and the paradigm shift from #STEMI to #OcclusionMI.
@ACEPNation
If you make it to the Top 3 you can still win the prize! Come see us at the PMcardio booth at #ACEP2026.
🚨Activate or wait? Come test yourself against the Queen of Hearts on real suspected STEMI calls at #ACEP2026 in Chicago!
Meet us at the @PMcardioApp Booth (3924) and win a Lego Ambulance if you tie or beat the Queen.




























