👇Automatic PVC/VT ECG Analysis: Easy-PVC-Pro Prototype is ready👇 👉 After countless hours of development, testing, failure, improvement — and more than 500 iterations — I have finally reached a major milestone: Easy-PVC-Pro: an automated algorithm for PVC/VT ECG analysis and localization ❤️❤️ 👉 From the concept to the final code, I developed and programmed it entirely myself. 👉 What makes it different? 🔹 No AI. No black box. A human-made, rule-based algorithm. 🔹 No cloud or internet required. It runs locally, keeping patient data local. 🔹 Flexible integration. Laptop, smartphone, EP recording system or 3D mapping system. 🔹 Fully transparent. It shows the ECG annotations behind the result, allowing physicians to verify the analysis. After testing it on 100+ ECGs, the next step is multicenter validation. 👉 Why does PVC localization matter? • It can provide clues to underlying cardiomyopathies vs. idiopathic PVCs. • Ablation recommendations still depend partly on PVC/VT origin. • It helps plan the mapping strategy and access route. • It supports patient counseling and risk assessment — e.g. para-Hisian PVCs and the risk of AV block. ❤️The idea is simple: Making ECG easier without AI. No black box. Just ECG logic❤️ @N_Trajkovska @Phiso_de @MBraunEP @MoneebKhalaph @ArabHRS @ArashArya_EP @ecgrhythms @ECGEPSCADEVICE @Ecgloverr @ecgandrhythmRoe @KostekMilan @pjsm83 @ChristianHeeger @jjmt_ep @AbbottNews @Medtronic @BSCCardiology @bordistef @EPWaveDoc @enes_elvin @HaiderTaii @Koichi16423232 @escardio @Mo_PedsEP @Cardioschool #EPeeps #CardioTwitter @YoungDgk @AGEP_DGK