University of North Texas · Mathematics & StatisticsOmics Insight Lab
Serdar Bozdag · Denton, Texas
Research Focus
Dr. Serdar Bozdag's research lab focuses on developing advanced computational tools that integrate various types of biomedical data, such as genomics and health records. By using machine learning and deep learning techniques, the lab aims to uncover how genes regulate biological processes and how this knowledge can lead to more effective medical treatments. Their work not only enhances our understanding of diseases but also paves the way for precision medicine, providing tailored treatments based on individual patient data.
machine learningmulti-omicsprecision medicinedeep learninggene regulation
Research Aims
5AIM 01Develop open-source computational tools for analyzing multi-modal biomedical data.
AIM 02Create machine learning models to predict clinical outcomes.
AIM 03Integrate diverse datasets to enhance understanding of diseases.
AIM 04Unveil gene regulatory networks through advanced predictive modeling.
AIM 05Identify potential drug repurposing opportunities using integrated data.
Skills the Lab Values
machine learningdeep learningdata integrationstatistical modelinggraph representation learning
Output against the department
Publications116bottom 18% of dept.105th of 131
this lab
most publishedleast published
Citations1.9kbottom 16% of dept.110th of 131
this lab
most citedleast cited
Career totals from OpenAlex, compared against labs that share a department. A department spans everything from one paper to tens of thousands, so bar heights are on a log scale — otherwise the largest lab would flatten every other bar to a line.