Author

Alex Kagozi

University of South Dakota

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Assay:electrophysiology· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Lina ChatoiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

BioengineeringIEEE International Symposium on Biomedical Imaging (ISBI)Peer-reviewedApr 8, 2026

Wavelet-Domain Multi-Representation and Ensemble Learning for Automated ECG Analysis

Lina Chato, Alex Kagozi

This paper uses wavelet transforms and ensemble learning to classify ECGs into five diagnostic classes, achieving an AUC of 0.9233 on the PTB-XL dataset.

DOI 10.1109/isbi61048.2026.11515718

electrophysiologydeep learning

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