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Faculty of Medicine, University of Strasbourg
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Joined
Jul 30, 2026
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diabetes-risk-prediction
diabetes-risk-prediction PublicEnd-to-end diabetes risk prediction: PostgreSQL, ML models with SHAP interpretability, FastAPI, Streamlit, and Docker
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clintox-toxicity-fda-prediction
clintox-toxicity-fda-prediction PublicEnd-to-end ML system predicting clinical toxicity & FDA approval from molecular structure (ClinTox). RDKit cheminformatics, scaffold-split Random Forest, SHAP + structural-alert interpretability, F…
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pneumonia-xray-classification
pneumonia-xray-classification PublicCNN-based chest X-ray pneumonia classifier (TensorFlow/Keras): 3 architectures compared with clinical metrics, Monte Carlo Dropout uncertainty estimation, and a Dockerized Gradio dashboard for inte…
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polyp-segmentation-uncertainty
polyp-segmentation-uncertainty PublicColon polyp segmentation (U-Net, PyTorch) on Kvasir-SEG with Monte Carlo Dropout uncertainty estimation and a Dockerized Gradio dashboard.
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surgical-instrument-segmentation
surgical-instrument-segmentation PublicSurgical instrument segmentation (U-Net, PyTorch) on Kvasir-Instrument with backbone speed/accuracy trade-off analysis, TTA, uncertainty estimation, and a Gradio dashboard demo.
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