Oguz Akbilgic

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 13

Top Topics

Rbf Neural Network

Medical Records

Gradient Direction

Unstructured Text

Top Venues

Int. J. Medical Informatics

IEEE J. Biomed. Health Informatics

IEEE Trans. Neural Networks Learn. Syst.

Publications

Liam Butler, Ibrahim Karabayir, Mohammad Samie Tootooni, Majid Afshar, Ari Goldberg, Oguz Akbilgic
Image and structured data analysis for prognostication of health outcomes in patients presenting to the ED during the COVID-19 pandemic. Int. J. Medical Informatics 158 (February) (2022)
Oguz Akbilgic, Eun Kyong Shin, Arash Shaban-Nejad
A Data Science Approach to Analyze the Association of Socioeconomic and Environmental Conditions With Disparities in Pediatric Surgery. CoRR (2021)
Ibrahim Karabayir, Oguz Akbilgic, Nihat Tas
A Novel Learning Algorithm to Optimize Deep Neural Networks: Evolved Gradient Direction Optimizer (EVGO). IEEE Trans. Neural Networks Learn. Syst. 32 (2) (2021)
Ibrahim Karabayir, Samuel M. Goldman, Suguna Pappu, Oguz Akbilgic
Gradient boosting for Parkinson's disease diagnosis from voice recordings. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Oguz Akbilgic, Ramin Homayouni, Kevin Heinrich, Max Raymond Langham, Robert Lowell Davis
Unstructured Text in EMR Improves Prediction of Death after Surgery in Children. Informatics 6 (1) (2019)
Jacob R. Sutton, Ruhi Mahajan, Oguz Akbilgic, Rishikesan Kamaleswaran
PhysOnline: An Open Source Machine Learning Pipeline for Real-Time Analysis of Streaming Physiological Waveform. IEEE J. Biomed. Health Informatics 23 (1) (2019)
Ruhi Mahajan, Eun Kyong Shin, Arash Shaban-Nejad, Max Raymond Langham, Michelle Y. Martin, Robert Lowell Davis, Oguz Akbilgic
Disparities in Population-Level Socio-Economic Factors Are Associated with Disparities in Preoperative Clinical Risk Factors in Children. EFMI-STC (2018)
Ruhi Mahajan, Rishikesan Kamaleswaran, Oguz Akbilgic
A hybrid feature extraction method to detect Atrial Fibrillation from single lead ECG recording. BHI (2018)
Eun Kyong Shin, Ruhi Mahajan, Oguz Akbilgic, Arash Shaban-Nejad
Sociomarkers and biomarkers: predictive modeling in identifying pediatric asthma patients at risk of hospital revisits. npj Digit. Medicine 1 (2018)
Teeradache Viangteeravat, Oguz Akbilgic, Robert L. Davis
Analyzing Electronic Medical Records to Predict Risk of DIT (Death, Intubation, or Transfer to ICU) in Pediatric Respiratory Failure or Related Conditions. CRI (2017)
Ruhi Mahajan, Teeradache Viangteeravat, Oguz Akbilgic
Improved detection of congestive heart failure via probabilistic symbolic pattern recognition and heart rate variability metrics. Int. J. Medical Informatics 108 (2017)
Ruhi Mahajan, Rishikesan Kamaleswaran, John Andrew Howe, Oguz Akbilgic
Cardiac Rhythm Classification from a Short Single Lead ECG Recording via Random Forest. CinC (2017)
Ruhi Mahajan, Rishikesan Kamaleswaran, Oguz Akbilgic
Effects of Varying Sampling Frequency on the Analysis of Continuous ECG Data Streams. DMAH@VLDB (2017)
Oguz Akbilgic, Hamparsum Bozdogan, M. Erdal Balaban
A novel Hybrid RBF Neural Networks model as a forecaster. Stat. Comput. 24 (3) (2014)
Hamparsum Bozdogan, Oguz Akbilgic
Social network analysis of scientific collaborations across different subject fields. Inf. Serv. Use 33 (3-4) (2013)
Oguz Akbilgic, Hamparsum Bozdogan
A New Supervised Classification of Credit Approval Data via the Hybridized RBF Neural Network Model Using Information Complexity. ECDA (2013)