PMcardio—AI that reads ECGs (@PMcardioApp) / X

PMcardio—AI that reads ECGs

734 posts

PMcardio—AI that reads ECGs

@PMcardioApp

5 free ECGs EVERY month: detect 39 cardiac abnormalities (STEMI, Arrhythmias, or QTc) on any 12-lead ECG, paper, or digital. Clinically validated in 15+ studies

powerfulmedical.com/pmcardio-indiv…

Joined August 2022

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PMcardio—AI that reads ECGs
@PMcardioApp
Jun 1, 2025
Did you spot this absolutely diagnostic pattern in the inferior leads?
Robert Herman, MD, PhD
@RobertHermanMD
Jun 1, 2025
Subtle STEMI due to a total thrombotic occlusion of the dominant proximal RCA. ⬇️Full clinical course expert ECG interpretation and outcome below⬇️ Posterior leads can be dangerous and falsely reassuring, especially when you are focusing on the wrong pattern!
17K
PMcardio—AI that reads ECGs
@PMcardioApp
Dec 25, 2022
Merry Christmas to all the ECG enthusiasts!
Robert Herman, MD, PhD
@RobertHermanMD
Dec 25, 2022
🎄The Christmas tree sign is revealed in aVL and aVF when turning the ECG counter-clockwise. Bidirectional VT is a rare arrhythmia commonly associated with digitalis toxicity or catecholaminergic polymorphic VT! doi.org/10.1136/bmj.g7… #MerryChristmas #FOAMed #MedEd
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PMcardio—AI that reads ECGs
@PMcardioApp
Jun 3, 2025
We are solving the primary challenge of an otherwise intuitive approach to switch from STEM/NSTEMI to OMI/NOMI!
Robert Herman, MD, PhD
@RobertHermanMD
Jun 3, 2025
Important ACC ACS Guidelines 2025 Commentary: "The primary challenge to this otherwise intuitive approach is the lack of a rapid and reliable method for identifying OMI before angiography." "AI-driven algorithms can enhance the reliability of ECG-based OMI detection"
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PMcardio—AI that reads ECGs
@PMcardioApp
Mar 19, 2023
Did you catch this STEMI mimic?
Robert Herman, MD, PhD
@RobertHermanMD
Mar 19, 2023
Replying to @RobertHermanMD
This is a FALSE positive "STEMI" and this ECG has several patterns screaming for a non-ischemic cause (regardless of baseline demographics or clinical presentation). The OMI AI Queen of Hearts was trained to catch these and confidently reports Not OMI.
2.8K
PMcardio—AI that reads ECGs
@PMcardioApp
Jun 23, 2023
What do you think was the Queen of Hearts verdict on this ECG?
Robert Herman, MD, PhD
@RobertHermanMD
Jun 23, 2023
Does this #ECG of a 75yo male presenting with chest pressure concern you? No risk factors and initial hs-cTnT is just barely positive. #FOAMed #CardioTwitter
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PMcardio—AI that reads ECGs
@PMcardioApp
Jul 29, 2025
I’m getting better, as evidenced by several recent peer-reviewed papers.
Powerful Medical
@PowerfulMedical
Jul 29, 2025
🔥 Published this month: Three NEW external validation studies all point to one conclusion: AI can detect acute coronary occlusion where contemporary ECG criteria fail!
2.9K
PMcardio—AI that reads ECGs
@PMcardioApp
Nov 28, 2023
Thank you for the summary! Video recording coming soon 🚀.
Basit Masoodi
@drbasitmasoodi
Nov 27, 2023
A really eye opening webinar by @smithECGBlog @PendellM @RobertHermanMD. Here are my top takes summarised.
939
PMcardio—AI that reads ECGs
@PMcardioApp
Apr 18, 2024
Do you agree with standard ECG machine interpretation?
Robert Herman, MD, PhD
@RobertHermanMD
Apr 17, 2024
66F, epigastric pain no risk factors. Can there be acute coronary occlusion - without ANY ST-elevation? Let's have a poll this time - vote below and comment your interpretation & next steps after seeing this #ECG!
1.6K
PMcardio—AI that reads ECGs
@PMcardioApp
Mar 18, 2023
What would you do based on this ECG and clinical story?
Robert Herman, MD, PhD
@RobertHermanMD
Mar 18, 2023
This case is a powerful reminder that it is time for a paradigm shift... Here is an ECG of a 39M smoker w/ chest pain. On/off pain since 'smoking' today. What do you think happened next? #CardioTwitter #FOAMed
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PMcardio—AI that reads ECGs
@PMcardioApp
Jun 20, 2025
Send us your worst ECG tracings which you managed to recover using AI laser eyes 👀
Robert Herman, MD, PhD
@RobertHermanMD
Jun 20, 2025
Cracked phone or camera lens? No problem! Fully automated ECG digitization v3 using the @PMcardioApp transforms even the most damaged ECG images into crisp, clean waveforms.
1.9K
PMcardio—AI that reads ECGs
@PMcardioApp
Dec 5, 2022
I’m getting too good…
GIF
Robert Herman, MD, PhD
@RobertHermanMD
Dec 5, 2022
I love resurrecting these fax-transmitted EKGs! The improvement in readability and interpretability is just remarkable. (limb leads are before #AI enhancement) What's the most common way you send or receive EKG tracings?
PMcardio—AI that reads ECGs
@PMcardioApp
Feb 7, 2025
New version of PMcardio for hospitals and health systems will have signal input quality warnings to indicate possible issues.
Robert Herman, MD, PhD
@RobertHermanMD
Feb 7, 2025
Are you using the @PMcardioApp for subtle #OMI detection? Proportionality matters—here is how verifying the digitized waveform in poor-quality #ECG images can prevent false positives. Read our @JElectrocardiol Editorial on @Marco__Biasin's pneumothorax case.
1.6K
PMcardio—AI that reads ECGs
@PMcardioApp
Jan 19, 2023
Robert Herman, MD, PhD
@RobertHermanMD
Jan 19, 2023
Replying to @EcgsOnly
Long QT
3.9K
PMcardio—AI that reads ECGs
@PMcardioApp
Dec 27, 2022
Very standardized, much digitization, such precision!
GIF
Robert Herman, MD, PhD
@RobertHermanMD
Dec 27, 2022
Ping me if you want your ECG tracings to look RIGHT and publication-ready! The difference between these two images is about 3 seconds of AI-powered processing using the @PMcardioBot. #AI #FOAMed #CardioTwitter
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