Juan Miguel Lopez Alcaraz

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Diffusion Model

Emergency Department

Heuristic Search

Top Venues

Comput. Biol. Medicine

Trans. Mach. Learn. Res.

Publications

Juan Miguel Lopez Alcaraz, Nils Strodthoff
CausalConceptTS: Causal Attributions for Time Series Classification using High Fidelity Diffusion Models. CoRR (2024)
Juan Miguel Lopez Alcaraz, Hjalmar Bouma, Nils Strodthoff
MDS-ED: Multimodal Decision Support in the Emergency Department - a Benchmark Dataset for Diagnoses and Deterioration Prediction in Emergency Medicine. CoRR (2024)
Juan Miguel Lopez Alcaraz, Nils Strodthoff
CardioLab: Laboratory Values Estimation from Electrocardiogram Features - An Exploratory Study. CoRR (2024)
Nils Strodthoff, Juan Miguel Lopez Alcaraz, Wilhelm Haverkamp
Cardiac and extracardiac discharge diagnosis prediction from emergency department ECGs using deep learning. CoRR (2023)
Juan Miguel Lopez Alcaraz, Nils Strodthoff
Diffusion-based conditional ECG generation with structured state space models. Comput. Biol. Medicine 163 (2023)
Gabriel Ott, Yannik Schaubelt, Juan Miguel Lopez Alcaraz, Wilhelm Haverkamp, Nils Strodthoff
Uncovering ECG Changes during Healthy Aging using Explainable AI. CoRR (2023)
Juan Miguel Lopez Alcaraz, Nils Strodthoff
Diffusion-based Conditional ECG Generation with Structured State Space Models. CoRR (2023)
Juan Miguel Lopez Alcaraz, Nils Strodthoff
Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models. Trans. Mach. Learn. Res. 2023 (2023)
Shagufta Henna, Juan Miguel Lopez Alcaraz
From Interpretable Filters to Predictions of Convolutional Neural Networks with Explainable Artificial Intelligence. CoRR (2022)
Juan Miguel Lopez Alcaraz, Nils Strodthoff
Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models. CoRR (2022)