Projects
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ML for Brain AVM Rupture Prediction
Predicting hemorrhagic presentation and future rupture risk in brain arteriovenous malformations using machine learning.
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Synthetic Image Augmentation for Rare Disease Classification
Evaluating GAN-based synthetic medical image generation for improving rare disease classification in imbalanced retinal imaging datasets.
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Video Compression & Surgical AI
Evaluating the impact of video compression on deep learning performance for surgical phase recognition.
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AI for Cervical Cancer Screening
Cervical Cancer screening using VIA + AI based classification and segmentation.
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Clarifeye
Smartphone-based fundus imaging + AI screening for retinal disease in LMICs.