Nils Strodthoff
Scholar

Nils Strodthoff

Google Scholar ID: Y7HmexQAAAAJ
Professor for eHealth/AI4Health, Oldenburg University, Germany
Machine LearningDeep LearningBiomedical Data Analysis
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Citations & Impact
All-time
Citations
5,088
 
H-index
31
 
i10-index
48
 
Publications
20
 
Co-authors
0
 
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Publications
18 items
Benchmark Problems and Benchmark Datasets for the evaluation of Machine and Deep Learning methods on Photoplethysmography signals: the D4 report from the QUMPHY project
2026
Cited
0
Deriving Health Metrics from the Photoplethysmogram: Benchmarks and Insights from MIMIC-III-Ext-PPG
2026
Cited
0
Towards Objective Gastrointestinal Auscultation: Automated Segmentation and Annotation of Bowel Sound Patterns
2026
Cited
0
A Multimodal Deep Learning Framework for Predicting ICU Deterioration: Integrating ECG Waveforms with Clinical Data and Clinician Benchmarking
2026
Cited
0
A systematic evaluation of uncertainty quantification techniques in deep learning: a case study in photoplethysmography signal analysis
2025
Cited
0
Towards actionable hypotension prediction- predicting catecholamine therapy initiation in the intensive care unit
2025
Cited
0
ECG-LLM-- training and evaluation of domain-specific large language models for electrocardiography
2025
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0
S4ECG: Exploring the impact of long-range interactions for arrhythmia prediction
2025
Cited
0
Resume (English only)
Co-authors
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Co-authors: 0 (list not available)