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Wei Chen (Peking University Health Science Center, Beijing)Poster Presentation
Background: Conventional RCTs infeasible for rare pediatric neurological disorders.
Objective: Develop Bayesian adaptive framework for Dravet syndrome gene therapy trials.
Methods: Response-adaptive randomization, Bayesian hierarchical models, external control borrowing. 10,000 simulations per scenario.
Results: Sample size reduced 38%, type I error controlled at 2.5%. Power 87% with 60...
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Chukwuma Okafor (University of Lagos College of Medicine, Nigeria)Oral Presentation
Background: Hypertension affects 200M+ adults in sub-Saharan Africa, control rates below 10%.
Objective: Evaluate CHW-led task-shifting for hypertension management in Nigeria and Ghana.
Methods: Cluster-RCT, 42 centers, 3,847 patients, 18 months. CHW-led BP monitoring, adherence counseling, lifestyle coaching.
Results: SBP reduction 12.4 vs 4.2 mmHg (p<0.001). Control rates 42.1% vs 18.7%...
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Wei Chen (Peking University Health Science Center, Beijing)Oral Presentation
Background: TNBC accounts for 15-20% of breast cancers with aggressive behavior and poor prognosis.
Objective: To identify epigenetic modifications in ctDNA as non-invasive prognostic biomarkers.
Methods: Genome-wide methylation profiling of ctDNA from 245 TNBC patients using bisulfite sequencing, 36-month follow-up.
Results: 12 DMRs predicted PFS (HR=3.42, p<0.001). Methylation signature...
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Priya Sharma (All India Institute of Medical Sciences (AIIMS), New Delhi)Oral Presentation
Background: Diabetic retinopathy affects approximately 103 million people worldwide. Early detection is critical, yet many healthcare systems lack sufficient ophthalmologists.
Objective: To develop and validate a deep learning model for automated detection of referable DR from fundus photographs.
Methods: Trained EfficientNet-B4 on 128,457 images, validated on 15,832 from three independent...
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