Early Prediction of Causes (not Effects) in Healthcare by Long-Term Clinical Time Series Forecasting

Michael Staniek; Marius Fracarolli; Michael Hagmann; Stefan Riezler

2024 MLHC MLHC 2024

Early Prediction of Causes (not Effects) in Healthcare by Long-Term Clinical Time Series Forecasting

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Data Science & Analytics

Authors

Michael Staniek, Marius Fracarolli, Michael Hagmann, Stefan Riezler

Topics

Artificial Intelligence > Core AI > Interpretability Deep Learning > Architectures > Transformers Data Science & Analytics > Methods > Time Series Analysis

Keywords

transformer clinical variable iterative multi-step decoding saps-ii sepsis-3 sofa

Download PDF