Oguz Akbilgic

Assistant Professor

  • 190 Citations
  • 7 h-Index
20062019
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Fingerprint Dive into the research topics where Oguz Akbilgic is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Electrocardiography Engineering & Materials Science
Pattern recognition Engineering & Materials Science
Atrial Fibrillation Medicine & Life Sciences
Neural networks Engineering & Materials Science
Radial Basis Function Neural Network Mathematics
Lead Engineering & Materials Science
Artificial Intelligence Medicine & Life Sciences
Least Squares Mathematics

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Research Output 2006 2019

Artificial intelligence: Progress towards an intelligent clinical support system

Kamaleswaran, R., Akbilgic, O., Hallman, M. A., West, A., Davis, R. & Shah, S., Apr 1 2019, In : Pediatric Critical Care Medicine. 20, 4, p. 398-399 2 p.

Research output: Contribution to journalLetter

Artificial Intelligence

Interaction of Zinc Oxide Nanoparticles with Water: Implications for Catalytic Activity

Rawal, T. B., Ozcan, A., Liu, S. H., Pingali, S. V., Akbilgic, O., Tetard, L., O'Neill, H., Santra, S. & Petridis, L., Jan 1 2019, In : ACS Applied Nano Materials.

Research output: Contribution to journalArticle

Zinc Oxide
Zinc oxide
Catalyst activity
Nanoparticles
Water

Machine Learning to Identify Dialysis Patients at High Death Risk

Akbilgic, O., Obi, Y., Potukuchi, P. K., Karabayir, I., Nguyen, D. V., Soohoo, M., Streja, E., Molnar, M. Z., Rhee, C. M., Kalantar-Zadeh, K. & Kovesdy, C., Sep 1 2019, In : Kidney International Reports. 4, 9, p. 1219-1229 11 p.

Research output: Contribution to journalArticle

Open Access
Dialysis
Mortality
Chronic Kidney Failure
Electronic Health Records
Decision Making
3 Citations (Scopus)

Physonline: An open source machine learning pipeline for real-time analysis of streaming physiological waveform

Sutton, J. R., Mahajan, R., Akbilgic, O. & Kamaleswaran, R., Jan 1 2019, In : IEEE Journal of Biomedical and Health Informatics. 23, 1, p. 59-65 7 p., 8353460.

Research output: Contribution to journalArticle

Learning systems
Pipelines
Feature extraction
Pattern matching
Electrocardiography
1 Citation (Scopus)

Predialysis coronary revascularization and postdialysis mortality

Gaipov, A., Molnar, M. Z., Potukuchi, P. K., Sumida, K., Canada, R. B., Akbilgic, O., Kabulbayev, K., Szabo, Z., Koshy, S., Kalantar-Zadeh, K. & Kovesdy, C., Mar 1 2019, In : Journal of Thoracic and Cardiovascular Surgery. 157, 3, p. 976-983.e7

Research output: Contribution to journalArticle

Percutaneous Coronary Intervention
Coronary Artery Bypass
Mortality
Dialysis
Chronic Renal Insufficiency