Publications citing MIMIC-IV-ECG-Ext-ICD: Diagnostic labels for MIMIC-IV-ECG v1.0.0

Improved interpretability and feature attribution for hybrid–AI ECG models by controlling metadata leakage and feature interactions
Lennert Bontinck, Karel Fonteyn, Antônio H. Ribeiro et al. Expert Systems with Applications, 2026. Cites: paper

Language-supervised electrocardiogram interpretation with vision transformer
Xue Zhou, 天慧李, Keijiro Nakamura et al. Health Information Science and Systems, 2026. Cites: dataset, paper

ECG-based longitudinal risk prediction across diseases and organ systems
yilong ye, Zhiwei Zeng, Xin Tian et al. medRxiv, 2026. Cites: paper

Acutelines: a Dutch emergency department-based data-biobank for multimodal, longitudinal acute care research
Raymond J. van Wijk, Juan Miguel Lopez Alcaraz, Anna D. Schoonhoven et al. medRxiv, 2026. Cites: paper

Advancing ICU decision making through multimodal data fusion in predicting cardiovascular disorders
Felix Krones, Tasos Papastylianou, G. Qian et al. Information Fusion, 2026. Cites: paper

Attention Based Hierarchical Modeling of EKGs for Interpretable Cardiac Disease Detection
Eyiara Oladipo, Sarwar Nazrul, Mario Padilla Rodriguez et al. IEEE International Conference on Healthcare Informatics (ICHI), 2026. Cites: paper

Depression diagnosis from patient interviews using multimodal machine learning
Jana Weber, Marcel Weber, Juan Miguel Lopez Alcaraz. Frontiers in Psychiatry, 2025. Cites: paper

Diagnosis of cardiac conditions from 12-lead electrocardiogram through natural language supervision
Xue Mei Zhou, Tianhui Li, Hiromasa Hayama et al. npj Digital Medicine, 2025. Cites: dataset, paper

Abnormality prediction and forecasting of laboratory values from electrocardiogram signals using multimodal deep learning
Juan Miguel Lopez Alcaraz, Nils Strodthoff. Scientific Reports, 2025. Cites: paper

Factors associated with physician modifications to automated ECG interpretations
I-Min Chiu, Yuki Sahashi, Sam S. Torbati et al. European Heart Journal - Digital Health, 2025. Cites: paper

Explaining Time Series Classification Predictions via Causal Attributions
Juan Miguel Lopez Alcaraz, Nils Strodthoff. IEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2025. Cites: paper

Explainable and externally validated machine learning for neurocognitive diagnosis via ECGs
Juan Miguel Lopez Alcaraz, Ebenezer Oloyede, David M. Taylor et al. General Psychiatry, 2025. Cites: paper

Does explainable AI-ECG heart age differentiate pathological from physiological LV remodeling? A multi-cohort analysis including young elite athletes
Philip Hempel, Tabea F. A. Steinbrinker, Lennart Graf et al. medRxiv, 2025. Cites: paper

Sepsis as a complex syndrome: Are combined biomarkers the future of diagnosis and prognosis? Clinical perspective
Rezvan Ghaderpanah, Fleur E. van Beuningen, Yi Lin et al. Immunology Letters, 2025. Cites: paper

Transforming sepsis management: AI-driven innovations in early detection and tailored therapies
Praveen Papareddy, Thamar Jessurun Lobo, Michal Holub et al. Critical Care, 2025. Cites: paper

Explainable machine learning for neoplasms diagnosis via electrocardiograms: an externally validated study
Juan Miguel Lopez Alcaraz, Wilhelm Haverkamp, Nils Strodthoff. Cardio-Oncology, 2025. Cites: paper

Task-specific versus general-purpose AI models in ECG analysis: A comparative study with emergency medicine specialists
Ertuğrul Altınbilek, Adem Az, Özgür Söğüt et al. The American Journal of Emergency Medicine, 2025. Cites: paper

A generalized Data Quality Assessment Framework for Diverse Health Datasets with varied Contradiction Rules
Khalid O. Yusuf, Katharina Jörß, J. Richter et al. Research Square, 2025. Cites: paper

Benchmarking Deep Learning Architectures for ECG-Based Multi-label Heart Disease Prediction using MIMIC-IV Database
Eyiara Oladipo, Sarwar Nazrul, Mohamed Nafea. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2025. Cites: paper

Electrocardiogram-based diagnosis of liver diseases: an externally validated and explainable machine learning approach
Juan Miguel Lopez Alcaraz, Wilhelm Haverkamp, Nils Strodthoff. EClinicalMedicine, 2025. Cites: paper

Enhancing clinical decision support with physiological waveforms — A multimodal benchmark in emergency care
Juan Miguel Lopez Alcaraz, Hjalmar R. Bouma, Nils Strodthoff. Computers in Biology and Medicine, 2025. Cites: paper

A Resting ECG Screening Protocol Improved with Artificial Intelligence for the Early Detection of Cardiovascular Risk in Athletes
Luiza Nechita, Dana Tutunaru, Aurel Nechita et al. Diagnostics, 2025. Cites: paper

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