Oguz Akbilgic

According to our database, Oguz Akbilgic authored at least 17 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Image and structured data analysis for prognostication of health outcomes in patients presenting to the ED during the COVID-19 pandemic.

Liam Butler, Ibrahim Karabayir, Mohammad Samie Tootooni, Majid Afshar, Ari Goldberg, Oguz Akbilgic

Int. J. Medical Informatics, 2022

2021

A Novel Learning Algorithm to Optimize Deep Neural Networks: Evolved Gradient Direction Optimizer (EVGO).

Ibrahim Karabayir, Oguz Akbilgic, Nihat Tas

IEEE Trans. Neural Networks Learn. Syst., 2021

A Data Science Approach to Analyze the Association of Socioeconomic and Environmental Conditions With Disparities in Pediatric Surgery.

Oguz Akbilgic, Eun Kyong Shin, Arash Shaban-Nejad

CoRR, 2021

2020

Gradient boosting for Parkinson's disease diagnosis from voice recordings.

Ibrahim Karabayir, Samuel M. Goldman, Suguna Pappu, Oguz Akbilgic

BMC Medical Informatics Decis. Mak., 2020

2019

PhysOnline: An Open Source Machine Learning Pipeline for Real-Time Analysis of Streaming Physiological Waveform.

Jacob R. Sutton, Ruhi Mahajan, Oguz Akbilgic, Rishikesan Kamaleswaran

IEEE J. Biomed. Health Informatics, 2019

Unstructured Text in EMR Improves Prediction of Death after Surgery in Children.

Oguz Akbilgic, Ramin Homayouni, Kevin Heinrich, Max Raymond Langham, Robert Lowell Davis

Informatics, 2019

2018

Sociomarkers and biomarkers: predictive modeling in identifying pediatric asthma patients at risk of hospital revisits.

Eun Kyong Shin, Ruhi Mahajan, Oguz Akbilgic, Arash Shaban-Nejad

npj Digit. Medicine, 2018

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

Ruhi Mahajan, Eun Kyong Shin, Arash Shaban-Nejad, Max Raymond Langham, Michelle Y. Martin, Robert Lowell Davis, Oguz Akbilgic

Proceedings of the Decision Support Systems and Education, 2018

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

Ruhi Mahajan, Rishikesan Kamaleswaran, Oguz Akbilgic

Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

2017

Improved detection of congestive heart failure via probabilistic symbolic pattern recognition and heart rate variability metrics.

Ruhi Mahajan, Teeradache Viangteeravat, Oguz Akbilgic

Int. J. Medical Informatics, 2017

Effects of Varying Sampling Frequency on the Analysis of Continuous ECG Data Streams.

Ruhi Mahajan, Rishikesan Kamaleswaran, Oguz Akbilgic

Proceedings of the Data Management and Analytics for Medicine and Healthcare, 2017

Analyzing Electronic Medical Records to Predict Risk of DIT (Death, Intubation, or Transfer to ICU) in Pediatric Respiratory Failure or Related Conditions.

Teeradache Viangteeravat, Oguz Akbilgic, Robert L. Davis

Proceedings of the Summit on Clinical Research Informatics, 2017

Cardiac Rhythm Classification from a Short Single Lead ECG Recording via Random Forest.

Ruhi Mahajan, Rishikesan Kamaleswaran, John Andrew Howe, Oguz Akbilgic

Proceedings of the Computing in Cardiology, 2017

2014

A novel Hybrid RBF Neural Networks model as a forecaster.

Oguz Akbilgic, Hamparsum Bozdogan, M. Erdal Balaban

Stat. Comput., 2014

2013

ISTANBUL STOCK EXCHANGE.

Oguz Akbilgic

Dataset, May, 2013

Social network analysis of scientific collaborations across different subject fields.

Hamparsum Bozdogan, Oguz Akbilgic

Inf. Serv. Use, 2013

A New Supervised Classification of Credit Approval Data via the Hybridized RBF Neural Network Model Using Information Complexity.

Oguz Akbilgic, Hamparsum Bozdogan

Proceedings of the Data Science, 2013