ahmedfawaz879

Ahmed Fawaz ahmedfawaz879

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clinical-model-validation-toolkit clinical-model-validation-toolkit Public

Reproducible, synthetic-first validation harness for clinical prediction models: DeLong AUROC, calibration, cluster bootstrap, distribution-shift metrics, and a validation engine separating true sh…

Python
clinical-rag-eval-harness clinical-rag-eval-harness Public

Production-ready evaluation harness comparing Naive RAG, Advanced RAG, and GraphRAG on clinical notes — harm-encoding metrics (entity F1, concept resolution accuracy, false-confidence rate) with bo…

Python
EEG_Spectrogram_Classifier EEG_Spectrogram_Classifier Public

End-to-end seizure detection from EEG using mel-spectrogram features, convolutional autoencoder pretraining, and subject-aware evaluation. Includes MLflow tracking and Gradio demo.

Python 1
Parkinson-s-Voice-and-Clinical-Modeling Parkinson-s-Voice-and-Clinical-Modeling Public

Parkinson's disease classification from PPMI voice and clinical features with SHAP explainability, noise-robustness testing, and UPDRS progression modeling.

Python 1
fMRI-Cognitive-Function-Prediction-using-Neural-Networks fMRI-Cognitive-Function-Prediction-using-Neural-Networks Public

Cognitive score prediction from white-matter tract features (HCP) using an MLP with 5-fold cross-validation. Extracts per-tract summary statistics from NIfTI volumes.

Python