Oguz Akbilgic

17 papers Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A practical framework for appropriate implementation and review of artificial intelligence (FAIR-AI) in healthcare.
npj Digit. Medicine
Brian J. Wells, Hieu M. Nguyen, Andrew McWilliams, Matt Pallini, Amy Bovi, Andrew Kuzma, Justin Kramer, Shih-Hsiung Chou, Timothy Hetherington, Patricia Corn, Yhenneko J. Taylor, Audrey Cuison, Mary Gagen, McKenzie Isreal, Oguz Akbilgic, Katie Barr, Alicia Bowers, Rikki Caffrey, Michael S. Carroll, Matthew Cirullo, Stephen M. Downs, Natalie Hardy, Jason Heuay, Kristina Katzovitz, Eric Kirkendall, Elsie Lindgren, Lindsey Lonergan, Elissa McKinley, Nicholas M. Pajewski, Laura Sak-Castellano, Erika Setliff, Gabe Wright
2022 J jnl
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
Liam Butler, Ibrahim Karabayir, Mohammad Samie Tootooni, Majid Afshar, Ari Goldberg, Oguz Akbilgic
2021 J jnl
A Data Science Approach to Analyze the Association of Socioeconomic and Environmental Conditions With Disparities in Pediatric Surgery.
CoRR
Oguz Akbilgic, Eun Kyong Shin, Arash Shaban-Nejad
2021 J jnl
A Novel Learning Algorithm to Optimize Deep Neural Networks: Evolved Gradient Direction Optimizer (EVGO).
IEEE Trans. Neural Networks Learn. Syst.
Ibrahim Karabayir, Oguz Akbilgic, Nihat Tas
2020 J jnl
Gradient boosting for Parkinson's disease diagnosis from voice recordings.
BMC Medical Informatics Decis. Mak.
Ibrahim Karabayir, Samuel M. Goldman, Suguna Pappu, Oguz Akbilgic
2019 J jnl
PhysOnline: An Open Source Machine Learning Pipeline for Real-Time Analysis of Streaming Physiological Waveform.
IEEE J. Biomed. Health Informatics
Jacob R. Sutton, Ruhi Mahajan, Oguz Akbilgic, Rishikesan Kamaleswaran
2019 J jnl
Unstructured Text in EMR Improves Prediction of Death after Surgery in Children.
Informatics
Oguz Akbilgic, Ramin Homayouni, Kevin Heinrich, Max Raymond Langham, Robert Lowell Davis
2018 — conf
A hybrid feature extraction method to detect Atrial Fibrillation from single lead ECG recording.
BHI
Ruhi Mahajan, Rishikesan Kamaleswaran, Oguz Akbilgic
2018 — conf
Disparities in Population-Level Socio-Economic Factors Are Associated with Disparities in Preoperative Clinical Risk Factors in Children.
EFMI-STC
Ruhi Mahajan, Eun Kyong Shin, Arash Shaban-Nejad, Max Raymond Langham, Michelle Y. Martin, Robert Lowell Davis, Oguz Akbilgic
2018 J jnl
Sociomarkers and biomarkers: predictive modeling in identifying pediatric asthma patients at risk of hospital revisits.
npj Digit. Medicine
Eun Kyong Shin, Ruhi Mahajan, Oguz Akbilgic, Arash Shaban-Nejad
2017 — conf
Analyzing Electronic Medical Records to Predict Risk of DIT (Death, Intubation, or Transfer to ICU) in Pediatric Respiratory Failure or Related Conditions.
CRI
Teeradache Viangteeravat, Oguz Akbilgic, Robert L. Davis
2017 — conf
Cardiac Rhythm Classification from a Short Single Lead ECG Recording via Random Forest.
CinC
Ruhi Mahajan, Rishikesan Kamaleswaran, John Andrew Howe, Oguz Akbilgic
2017 — conf
Effects of Varying Sampling Frequency on the Analysis of Continuous ECG Data Streams.
DMAH@VLDB
Ruhi Mahajan, Rishikesan Kamaleswaran, Oguz Akbilgic
2017 J jnl
Improved detection of congestive heart failure via probabilistic symbolic pattern recognition and heart rate variability metrics.
Int. J. Medical Informatics
Ruhi Mahajan, Teeradache Viangteeravat, Oguz Akbilgic
2014 J jnl
A novel Hybrid RBF Neural Networks model as a forecaster.
Stat. Comput.
Oguz Akbilgic, Hamparsum Bozdogan, M. Erdal Balaban
2013 — conf
A New Supervised Classification of Credit Approval Data via the Hybridized RBF Neural Network Model Using Information Complexity.
ECDA
Oguz Akbilgic, Hamparsum Bozdogan
2013 J jnl
Social network analysis of scientific collaborations across different subject fields.
Inf. Serv. Use
Hamparsum Bozdogan, Oguz Akbilgic