Author

Philip Hempel

Universitätsmedizin GöttingenORCID 0009-0008-7234-8715Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1

Frequent Co-Authors

Anne-Christin HauschildiD· 1 shared Jacqueline Michelle MetschiD· 1 shared Kristin Elisabeth Steinhaus· 1 shared Miriam Cindy Maurer· 1 shared Nicolai SpicheriD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Anne-Christin HauschildORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintFeb 14, 2025

Ensemble Post-hoc Explainable AI for Multilead ECG: Identifying Disease-Relevant Features in Single-Lead Interpretations

Jacqueline Michelle Metsch, Philip Hempel, Miriam Cindy Maurer…·Anne-Christin Hauschild

The paper evaluates XAI methods for a 1D-ResNet ECG classifier, finding some methods consistently highlight clinically relevant features while others do not.

1 citation

deep learningbenchmarking

𝕏 PostBluesky