Welcome to Dr. Akbilgic’s Predictive Modeling Laboratory.
Our Lab was found under the umbrella of UTHSC-ORNL Center for Biomedical Informatics (CBMI) and located at the Le Bonheur Research Center, Memphis, TN. Our lab focuses on development and implementation of Statistical Modeling and Machine and Deep Learning algorithms to improve and assist clinical decision making.
Our research portfolio covers predictive modeling for a variety of clinical decision-making problems including;
Prediction of early onset Parkinson’s Disease
EKG analysis for detection and prediction of cardiac abnormalities such as atrial fibrillation
Mortality prediction in End Stage Renal Disease patients transitioning to dialysis (click for an example online pediatric risk calculator)
Adverse surgery outcome prediction (click for an example online pediatric mortality risk calculator)
Studying Social determinants of health to explain health disparities
Text mining of unstructured data in EMR
Predictive Modeling Lab offers cutting-edge solutions for a wide range of problems in Clinical Decision Making with its team and collaborators for prediction,classification, and clustering.
Lab Director: Oguz Akbilgic, PhD
Oguz Akbilgic, Ph.D. is an Assistant Professor at the Center for Biomedical Informatics. His expertise in biomedical informatics ranges in Predictive Modeling, Data Mining, Neural Networks, Statistics, Classification, Prediction, and Clustering.