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1. SurgicalEye-Temporal-Aware-Phase-Recognition SurgicalEye-Temporal-Aware-Phase-Recognition Public

   An end-to-end surgical workflow monitoring pipeline using ResNet50-TSM with Viterbi CRF smoothing, achieving 77.8% accuracy and 91% edit distance reduction on Cholec80.

   Python

2. NucleoMito-Regenerating-Mitochondrial-Fluorescence NucleoMito-Regenerating-Mitochondrial-Fluorescence Public

   Predicting mitochondrial spatial organisation from nuclear morphology alone in human induced pluripotent stem cells using U-Net and Attention U-Net with GradCAM interpretability analysis.

   Python

3. UrbanLung-COPD-Estimation-from-Satellite-Imagery-and-NHS-Data UrbanLung-COPD-Estimation-from-Satellite-Imagery-and-NHS-Data Public

   GP-level COPD prevalence prediction from satellite imagery and NHS records using multimodal stacking ensemble (XGBoost + ResNet-50 Sentinel-2, LOOCV R²=0.352) across 159 West Yorkshire practices wi…

   Python