Luis Fernando Herbozo Contreras

Statistics

Publications

Citations

100

H-Index

Active since

2023

Affiliations

The University of Sydney(Current)

Royal Prince Alfred Hospital

Luis Fernando Herbozo Contreras is an author at The University of Sydney specializing in physiological signal monitoring, cardiac monitoring systems, and machine learning.

ORCID

Publications per year

2023–2025

Publications

Efficient Edge-AI Models for Robust ECG Abnormality Detection on Resource-Constrained Hardware

Zhaojing Huang, Luis Fernando Herbozo Contreras, Wing Leung et al. · Journal of Cardiovascular Translational Research · 2024 · 20 citations · Full text

Computing, Biomedical Engineering, Health Informatics +17

KAN–EEG: towards replacing backbone–MLP for an effective seizure detection system

Luis Fernando Herbozo Contreras, Jiashuo Cui, Leping Yu et al. · Royal Society Open Science · 2025 · 17 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Generalization Challenges in ECG Deep Learning: Insights from Dataset Characteristics and Attention Mechanism

Zhaojing Huang, Sarisha MacLachlan, Leping Yu et al. · medRxiv · 2023 · 15 citations · Full text

Computing, Biomedical Engineering, Data Science +14

Biological plausible algorithm for seizure detection: Toward AI-enabled electroceuticals at the edge

Luis Fernando Herbozo Contreras, Zhaojing Huang, Leping Yu et al. · APL Machine Learning · 2024 · 14 citations · Full text

Engineering, Bioengineering, Biomedical Engineering +17

S4D-ECG: A Shallow State-of-the-Art Model for Cardiac Abnormality Classification

Zhaojing Huang, Luis Fernando Herbozo Contreras, Leping Yu et al. · Cardiovascular Engineering and Technology · 2024 · 13 citations · Full text

Engineering, Bioengineering, Biomedical Engineering +17

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