Oguz Akbilgic

Assistant Professor

  • 136 Citations
  • 6 h-Index
20062018
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Pattern recognition Engineering & Materials Science
Electrocardiography Engineering & Materials Science
Radial Basis Function Neural Network Mathematics
Least Squares Mathematics
Atrial Fibrillation Medicine & Life Sciences
Feature extraction Engineering & Materials Science
Neural Network Model Mathematics
Ordinary Least Squares Mathematics

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Research Output 2006 2018

  • 136 Citations
  • 6 h-Index
  • 19 Article
  • 5 Conference contribution
  • 1 Conference article

A hybrid feature extraction method to detect Atrial Fibrillation from single lead ECG recording

Mahajan, R., Kamaleswaran, R. & Akbilgic, O., Apr 6 2018, 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 116-119 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electrocardiography
Atrial Fibrillation
Feature extraction
Entropy
Lead

A novel risk classification system for 30-day mortality in children undergoing surgery

Akbilgic, O., Langham, M., Walter, A. I., Jones, T., Huang, E. & Davis, R., Jan 1 2018, In : PloS one. 13, 1, e0191176.

Research output: Contribution to journalArticle

Risk assessment
Surgery
Pediatrics
Ventilation
Oxygen
Artificial Intelligence
Sepsis
Sensitivity and Specificity
Critical Illness
Logistic Models

Disparities in Population-Level Socio-Economic Factors Are Associated with Disparities in Preoperative Clinical Risk Factors in Children

Mahajan, R., Shin, E. K., Shaban-Nejad, A., Langham, M., Martin, M., Davis, R. & Akbilgic, O., Jan 1 2018, Decision Support Systems and Education: Help and Support in Healthcare. Fister, K., Hagglund, M., Sonicki, Z., Kolokathi, A., Hercigonja-Szekeres, M., Mantas, J. & Crisan-Vida, M. (eds.). IOS Press, p. 80-84 5 p. (Studies in Health Technology and Informatics; vol. 255).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Surgery
Economics
Population
Pediatrics
Hospital Costs
1 Citations
Learning systems
Feature extraction
Pipelines
Pattern matching
Electrocardiography