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The real Queen of Hearts!!

Does it meet STEMI criteria?

Just imagine not being constrained by the availability of digital ECG data to develop, validate and distribute powerful AI algorithms that go beyond human interpretation! Here is the PMcardio App interpretation of LV function from this ECG recorded in 1965!

🫀 Announcing the AI #ECG TIMI study: the first study to record 12-lead ECGs during invasive coronary angiography in all-comer ACS patients, aiming to uncover the dynamic ECG patterns and the corresponding pathophysiology of culprit vessels!

Emanuele Barbato Marta Belmonte Michal Martonak PMcardio App Powerful Medical Radka Grendova Viktor Jurasek Timea Kisova, MD With an emerging paradigm shift in this space, read about what kind of data this study will contribute here: powerfulmedical.com/blog/announcin…

After starting patient enrollment in December, the AI ECG TIMI study–first study to investigate continuous 12-lead ECGs during acute MI in the cathlab–design and rationale have been published in #JSCAI special issue on AI for coronary interventions!

New #EKG patterns in acute myocardial infarction due to thrombotic plaque rupture: ❌ STEMI / NSTEMI ✅ State of the coronary artery Great work by Fabrizio Ricci Chiara Martini!

New version of PMcardio for hospitals and health systems will have signal input quality warnings to indicate possible issues.

Do you know this highly specific STEMI equivalent #ECG pattern? Unfortunately, this OM1 culprit posterior MI was not missed (time to PCI 12 hours). LVEF at discharge was de-novo reduced at 45%. Here is how AI ECG over-read in the ED could've helped.

🚀#PMcardio clinical validation study published in European Heart Journal-Digital Health @ESC_journals hits 20K views!🔥 It remains 1 of the most-read publications since its release on 28 Nov 23 for 15 months & counting📈 —read the full study here: academic.oup.com/ehjdh/article/…📖 #EHJ

Come meet us at the PMcardio Booth 19033 at the #ACC2025 to discuss worlds fastest and most accurate frontline detection of STEMI!

Great first day at #ACC25 — see you tomorrow at the PMcardio Booth!

You would expect international STEMI registries to drive quality improvement. Unfortunately, incorporation bias leads many to mistakenly believe STEMI is a solved problem—yet patients who are missed never even make it into these registries! Great editorial on this topic by

VERDICT, TIMACS, etc. deserve a redo—with frontline AI ECG screening. Most patients had Type 2 MI or non-obstructive CAD, not fixable by primary PCI. Time to use available tools to screen those who are likely to benefit! DM me if you are a trialist and want to talk more.

Here is how it could work.

Cardiologist vs #AI ECG—so far AI wins, except for two ties! Test yourself against the PMcardio App at #DGKJahrestagung.

We're teaming up with Universitätsklinikum Heidelberg for a live #ECG quiz at the DGK Congress in Germany: Test the Cardiologists Against AI. Find us at booth 046 to see how #AI supports cardiac diagnostics—and take on the challenge yourself! Special thanks to Dr Amr & #UKHD for the collaboration.

70-year-old female patient presents with chest pain and this #ECG. ER letter reads: "No signs of acute ischemia, ST depression V3-V4" Do you agree?

Answer: 70F w/ Acute Infero-Posterior STEMI KEY #ECG features: 🔴STD Maximal in V3/V4 🔵HATW and STE < 1mm in III 🟢Reciporcal STD in I & aVL Culprit: pLCx w/ TIMI-0 Flow #AI ECG: STEMI/STEMI equivalent with High confidence (Score: 0.95), Reduced LVEF < 40%