‪JML Alcaraz‬ - ‪Google Scholar‬

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	All	Since 2019
Citations	105	105
h-index	2	2
i10-index	2	2

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2022202320241 59 45

Co-authors

Nils StrodthoffProfessor for eHealth/AI4Health, Oldenburg University, GermanyVerified email at uol.de
Prof. Dr. Wilhelm HaverkampCharitéVerified email at dhzc-charite.de
Shagufta HennaLetterkenny Institute of Techonology, IrelandVerified email at lyit.ie

JML Alcaraz

JML Alcaraz

Carl von Ossietzky Universität Oldenburg

Verified email at uni-oldenburg.de

Generative models Time series Health care XAI


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Diffusion-based time series imputation and forecasting with structured state space models JML Alcaraz, N Strodthoff Transactions on Machine Learning Research, https://openreview.net/forum?id …, 2023	83*	2023
Diffusion-based conditional ECG generation with structured state space models JML Alcaraz, N Strodthoff Computers in Biology and Medicine 163, 107115, 2023	20	2023
From Interpretable Filters to Predictions of Convolutional Neural Networks with Explainable Artificial Intelligence S Henna, JML Alcaraz arXiv preprint arXiv:2207.12958, 2022	2	2022
Using explainable AI to investigate electrocardiogram changes during healthy aging—From expert features to raw signals G Ott, Y Schaubelt, JM Lopez Alcaraz, W Haverkamp, N Strodthoff Plos one 19 (4), e0302024, 2024		2024
Cardiac and extracardiac discharge diagnosis prediction from emergency department ECGs using deep learning N Strodthoff, JML Alcaraz, W Haverkamp arXiv preprint arXiv:2312.11050, 2023		2023

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