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Author profile
Belema Manuel
Department of Radiology, University of Port Harcourt Teaching Hospital
Precision Radiation Equity: A Closed-Loop AI Framework for Autonomous CT Dose Optimization In Resource-Constrained Clinical Environments
Standard dose optimization fails in low-resource settings due to unique patient phenotypes, heterogeneous aging equipment, and absent validation pathways. This work presents a closed-loop digital twin ecosystem that autonomously synthesizes institution-specif...
Poster Program · Clinical Trials Specialty Program
Deconstructing Myocardial Heterogeneity through Ultrasound Backscatter Physics and Deep Topological Learning
Hypertensive heart disease in Africa progresses as a silent epidemic of myocardial fibrosis, undetectable by conventional echocardiography until irreversible failure. This study hypothesized that early fibrosis manifests as a perturbation in ultrasonic scatte...
Poster Program · Diagnostic and Interventional Radiology Physics
Hematological Impact of Chronic Low -Doseradiation Exposure In Radiology Staff: A Comprehensive Dose-Biomarker Correlation Study
This study investigates the hematological consequences of chronic low-dose radiation exposure (0.1–20 mSv/year) among radiology professionals, assessing profession-specific vulnerabilities and identifying biomarkers for early biological impact below regulator...
Poster Program · Diagnostic and Interventional Radiology Physics