Items where Author is "Lopez Alcaraz, Juan Miguel"

Article

Lopez Alcaraz, Juan Miguel and Strodthoff, Nils (2025) Abnormality prediction and forecasting of laboratory values from electrocardiogram signals using multimodal deep learning. Scientific reports, 15 (1). 39362, 1-9. ISSN 2045-2322

Lopez Alcaraz, Juan Miguel and Haverkamp, Wilhelm and Strodthoff, Nils (2025) Explainable machine learning for neoplasms diagnosis via electrocardiograms: an externally validated study. Cardio-Oncology, 11 (1). 70, 1-19. ISSN 2057-3804

Lopez Alcaraz, Juan Miguel and Haverkamp, Wilhelm and Strodthoff, Nils (2025) Electrocardiogram-based diagnosis of liver diseases: an externally validated and explainable machine learning approach. eClinicalMedicine, 84. 103242, 1-8. ISSN 2589-5370

Lopez Alcaraz, Juan Miguel and Bouma, Hjalmar and Strodthoff, Nils (2025) Enhancing clinical decision support with physiological waveforms: a multimodal benchmark in emergency care. Computers in biology and medicine, 192 (Part A). 110196, 1-11. ISSN 1899-0534

Lopez Alcaraz, Juan Miguel and Oloyede, Ebenezer and Taylor, David and Haverkamp, Wilhelm and Strodthoff, Nils (2025) Explainable and externally validated machine learning for neuropsychiatric diagnosis via electrocardiograms. General psychiatry, 38. e102107, 1-9. ISSN 2517-729X

Lopez Alcaraz, Juan Miguel and Strodthoff, Nils (2024) CardioLab: Laboratory values estimation from electrocardiogram features - An exploratory study. Computing in cardiology, 51. pp. 1-4. ISSN 2325-887X

Lopez Alcaraz, Juan Miguel and Strodthoff, Nils (2024) Estimation of cardiac and non-cardiac diagnosis from electrocardiogram features. Computing in cardiology, 51. pp. 1-4. ISSN 2325-887X

Strodthoff, Nils and Lopez Alcaraz, Juan Miguel and Haverkamp, Wilhelm (2024) Prospects for artificial intelligence-enhanced ECG as a unified screening tool for cardiac and non-cardiac conditions: an explorative study in emergency care. European heart journal - digital health, 5 (4). pp. 454-460. ISSN 2634-3916

Ott, Gabriel and Schaubelt, Yannik and Lopez Alcaraz, Juan Miguel and Haverkamp, Wilhelm and Strodthoff, Nils (2024) Using explainable AI to investigate electrocardiogram changes during healthy aging: from expert features to raw signals. PLOS ONE, 19 (4). e0302024, 1-15. ISSN 1932-6203

Lopez Alcaraz, Juan Miguel and Strodthoff, Nils (2023) Diffusion-based conditional ECG generation with structured state space models. Computers in biology and medicine, 163. p. 107115. ISSN 1879-0534

Lopez Alcaraz, Juan Miguel and Strodthoff, Nils (2023) Diffusion-based time series imputation and forecasting with structured atate apace models. Transactions on machine learning research. pp. 1-36. ISSN 2835-8856