Mr. Garrett I. Cayce Profile

Garrett I. Cayce

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Publications (3)

Proceedings Article | 14 June 2023 Presentation + Paper

Augmented multi-head classification network: MHATT

Garrett Cayce, Arthur Depoian, Colleen Bailey, Parthasarathy Guturu

Proceedings Volume 12547, 125470Z (2023) https://doi.org/10.1117/12.2664123

KEYWORDS: Machine learning, Network architectures, Biomedical applications, Transformers, Binary data, Signal processing, Neural networks

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Proceedings Article | 14 June 2023 Presentation + Paper

Ethical data splitting utilizing L1-norm principal component analysis

Garrett Cayce, Arthur Depoian, Colleen Bailey, Parthasarathy Guturu

Proceedings Volume 12522, 1252208 (2023) https://doi.org/10.1117/12.2664127

KEYWORDS: Principal component analysis, Databases, Binary data, Machine learning, Sampling rates, Electrocardiography, Data modeling, Signal processing

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Proceedings Article | 31 May 2022 Presentation + Paper

Building superior heartbeat classification datasets

Garrett Cayce, Arthur Depoian, Hae Jin Kim, Colleen Bailey, Parthasarathy Guturu

Proceedings Volume 12097, 120970O (2022) https://doi.org/10.1117/12.2619145

KEYWORDS: Databases, Electrocardiography, Data modeling, Standards development, Binary data, Principal component analysis, Statistical analysis, Machine learning, Detection and tracking algorithms, Signal processing

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