Ngoc M. To

About

Biomedical Data Scientist

Employment

• University of Arkansas at Little Rock Visiting Research
  2025 - Present
• RMIT University PhD candidate
  2023 - Present
• AstraZeneca Local Study Associate Director
  2014 - 2023

Education

• Royal Melbourne Institute of Technology PhD in Electrical and Biomedical Engineering
  2023 - Present
• University of Medicine and Pharmacy Ho Chi Minh City Faculty of Medicine MSc
  2011 - 2013

Projects & Funding

Projects & funding information is unavailable.

Publications (6)

• PIPE4EQ: Practical Secure ECG Abnormality Queries by Cloud-Assisted Biosignal Monitoring
  2026 IEEE 2nd International Conference on Secure IoT, Assured and Trusted Computing (SATC) 2026 DOI: 10.1109/satc69565.2026.11542470
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• Refine XGBoost with SHAP explainability for non-invasive early detection of diabetic kidney disease: Estimated cardiac output as a potential indicator
  Computer Methods and Programs in Biomedicine 2026 DOI: 10.1016/j.cmpb.2025.109122
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• Cardio Care: A Vision Transformer Cardiac Classification Based on Electrocardiogram Images and Signals
  Vo Quoc Vu, Ngoc Minh To, Thanh Nguyen-Duc +4 more
  2025 DOI: 10.1007/978-981-96-4285-4_17
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• Day and Night Patterns of Heart Rate Variability in Type 2 Diabetes: Gender and Microvascular Complications Considerations in Normal and Micro-albuminuria
  Annual International Conference of the IEEE Engineering in Medicine and Biology 2025 DOI: 10.1109/EMBC58623.2025.11253277
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• Enhanced Cardio Care: Explainable Vision Transformer Multimodal Pipeline For Cardiac Abnormalities Detection Using Electrocardiogram Image Reports
  Informatica 2025 DOI: 10.31449/INF.V49I3.10180
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• Validity of the Vietnamese version of the Pittsburgh sleep quality index
  Sleep Medicine 2015 DOI: 10.1016/J.SLEEP.2015.02.128
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