Lucas Bickmann

Orcid: 0000-0001-9043-7844

According to our database1, Lucas Bickmann authored at least 5 papers between 2023 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
The Rlign Algorithm for Enhanced Electrocardiogram Analysis through R-Peak Alignment for Explainable Classification and Clustering.
CoRR, 2024

Assessing the Reliability of Machine Learning Explanations in ECG Analysis Through Feature Attribution.
Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Benchmarking Approaches: Time Series Versus Feature-Based Machine Learning in ECG Analysis on the PTB-XL Dataset.
Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

2023
The Necessity of Multiple Data Sources for ECG-Based Machine Learning Models.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Post Hoc Sample Size Estimation for Deep Learning Architectures for ECG-Classification.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023


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