Research Output per year
Fingerprint Fingerprint is based on mining the text of the experts' scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
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
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output 2006 2018
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 proceeding › Conference 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 journal › Article
Risk assessment
Surgery
Pediatrics
Ventilation
Oxygen
Applying Artificial Intelligence to Identify Physiomarkers Predicting Severe Sepsis in the PICU
Kamaleswaran, R., Akbilgic, O., Hallman, M. A., West, A., Davis, R. & Shah, S., Oct 1 2018, In : Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies. 19, 10, p. e495-e503Research output: Contribution to journal › Article
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 proceeding › Conference contribution
Surgery
Economics
Population
Pediatrics
Hospital Costs
1
Citations
PhysOnline: An Online Feature Extraction and Machine Learning Pipeline for Real-Time Analysis of Streaming Physiological Data
Sutton, J., Mahajan, R., Akbilgic, O. & Kamaleswaran, R., May 1 2018, (Accepted/In press) In : IEEE Journal of Biomedical and Health Informatics.Research output: Contribution to journal › Article
Learning systems
Feature extraction
Pipelines
Pattern matching
Electrocardiography