Strodthoff, Nils

Transforming sepsis management: AI-driven innovations in early detection and tailored therapies

Papareddy, P., Lobo, T. J., Holub, M., Bouma, H., Maca, J., Strodthoff, N., & Herwald, H. (2025) · Critical Care

Sepsis Diagnosis and TreatmentMachine Learning in Healthcare

Cited by 49

Explaining Deep Learning for ECG Analysis: Building Blocks for Auditing and Knowledge Discovery

Wagner, P., Mehari, T., Haverkamp, W., & Strodthoff, N. (2024) · Computers in Biology and Medicine

Explainable Artificial Intelligence (XAI)ECG Monitoring and Analysis

Cited by 48

Towards Quantitative Precision for ECG Analysis: Leveraging State Space Models, Self-Supervision and Patient Metadata

Mehari, T., & Strodthoff, N. (2023) · IEEE Journal of Biomedical and Health Informatics

ECG Monitoring and AnalysisMachine Learning in Healthcare

Cited by 29

Prospects for artificial intelligence-enhanced electrocardiogram as a unified screening tool for cardiac and non-cardiac conditions: an explorative study in emergency care

Strodthoff, N., Lopez Alcaraz, J. M., & Haverkamp, W. (2024) · European Heart Journal - Digital Health

ECG Monitoring and AnalysisMachine Learning in Healthcare

Cited by 22

Enhancing clinical decision support with physiological waveforms - A multimodal benchmark in emergency care

Alcaraz, J. M. L., Bouma, H., & Strodthoff, N. (2025) · Computers in Biology and Medicine

Machine Learning in HealthcareArtificial Intelligence in Healthcare

Cited by 13

A Multimodal Deep Learning Framework for Predicting ICU Deterioration: Integrating ECG Waveforms with Clinical Data and Clinician Benchmarking

Alcaraz, J. M. L., Moran, X. L., Zaragoza, E. D., Händel, C., Koebe, R., Haverkamp, W., & Strodthoff, N. (2026) · arXiv

Machine Learning in HealthcareArtificial Intelligence in Healthcare

Cited by 0

Towards actionable hypotension prediction - predicting catecholamine therapy initiation in the intensive care unit

Koebe, R., Saibel, N., Alcaraz, J. M. L., Schäfer, S., & Strodthoff, N. (2025) · arXiv

Machine Learning in HealthcareSepsis Diagnosis and Treatment

Cited by 0