Research Projects & Grants

Federal

• Advancing Health Equity in Ischemic Stroke Treatment: A Machine Leaming Analysis of CT and MRI Imaging to Predict Mechanical Thrombectomy Outcomes, Role: PI, AIM-AHEAD: Artificial Intelligence/Machine Learning (AI/ML) Consortium to Advance Health Equity and Researcher Diversity, (06/2025) Status: Approved

Internal

• Liver Cancer Analytics and Treatment Algorithml/Recommendation through Machine Learning, Role: Investigator, LLU Dept. of Radiology, (07/2020) Status: Approved
• Image classifier of hippocampus to detect seizure risk, Role: Investigator, LLU Dept. of Radiology, (02/2020) Status: Approved
• Assessment of germinal matrix Hemorrhage on cranial ultrasound with deep learning algorithms, Role: Investigator, LLU Dept. of Radiology, (10/2019) Status: Approved
• Assessing the relationship between distinct molecular profiles of solid organ tumors from under-represented communities and therapeutic response, Role: Investigator, LLU Dept. of Surgery, (03/2025) Status: Approved
• Establishing Cerebrospinal Fluid Liquid Biopsy as A Reliable Specimen for Diagnosing, Characterizing and Following Up on Central Nervous System Tumors Using Cell-free DNA sequencing, Role: Investigator, LLU Dept. of Pathology & Human Anatomy, (11/2024) Status: Approved
• Usage of Large Language Models for Evaluation of Concurrency Between the Radiology and Operative Reports, Role: PI, LLU Dept. of Radiology, (11/2025) Status: Approved
• Correlation of BMI with Femorotibial Joint Space Narrowing on Routine Knee Radiographs, Role: Statistician, LLU Dept. of Radiology, (01/2026) Status: Approved