Explainable Electrocardiogram Interpretation using Deep Learning-based Semantic Segmentation

European Heart Journal. Digital Health · Published 2026-07-30 · DOI 10.1093/ehjdh/ztag122

Free full text

Authors (10)

Bauke K O Arends, Bas B S Schots, Parmenion Koutsogeorgos, Timo Nijkamp, Tim M Paquaij, Diantha J M Schipaanboord, Rutger J Hassink, Pim van der Harst, René van Es, Rutger R van de Leur

Abstract

PubPorta does not have an abstract for this article yet.

Read the article at the publisher →

Publication details

Year

2026

Citation

Arends, B., Schots, B., Koutsogeorgos, P., et al. (2026). Explainable Electrocardiogram Interpretation using Deep Learning-based Semantic Segmentation. European Heart Journal. Digital Health. https://doi.org/10.1093/ehjdh/ztag122

Related articles

• Interpretable machine learning models for predicting perioperative myocardial injury in non-cardiac surgery · European Heart Journal. Digital Health · 2026 · Same journal
• Development and validation of clinical prediction models for personalized renal function monitoring in people with heart failure in primary care: the RENAL-HF study protocol · European Heart Journal. Digital Health · 2026 · Same journal
• Large language model–based simulated patient training for heart failure palliative care communication: a pilot study · European Heart Journal. Digital Health · 2026 · Same journal
• Cardiology hospital admission risk prediction: training, internal validation and technical implementation in the electronic health record · European Heart Journal. Digital Health · 2026 · Same journal
• Smarter FoCUS: AI-guided focused cardiac ultrasound enables novice detection of left ventricular dysfunction · European Heart Journal. Digital Health · 2026 · Same journal
• Artificial intelligence in breaking the learning curve for echocardiography: a secondary analysis of a multicentre trial · European Heart Journal. Digital Health · 2026 · Same journal
• Developing and validating an artificial intelligence-based electronic triage model for predicting clinical outcomes among cardiac-suspected patients in the emergency department · European Heart Journal. Digital Health · 2026 · Same journal
• Retinal photographs to predict life’s essential 8 for cardiovascular risk stratification: a novel deep-learning-based tool · European Heart Journal. Digital Health · 2026 · Same journal
• Comparative evaluation of AI-assisted literature search tools for identifying clinically meaningful evidence in cardiology · European Heart Journal. Digital Health · 2026 · Same journal
• Wearable-Echo-FM: an ECG echo foundation model for 1-lead electrocardiography · European Heart Journal. Digital Health · 2026 · Same journal