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TBI-Phenotyping
TBI-Phenotyping PublicThis project builds a synthetic traumatic brain injury (TBI) cohort and applies unsupervised machine learning to identify clinically meaningful recovery phenotypes. The pipeline includes realistic…
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Federated-Learning-Brain-Tumor-Classification-
Federated-Learning-Brain-Tumor-Classification- PublicFederated MRI brain tumor classification project using PyTorch, Flower, and Google Cloud. Simulates privacy-aware distributed training across multiple clients with TLS, Terraform-based infrastructu…
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TUAB-Abnormal-EEG-Classification
TUAB-Abnormal-EEG-Classification PublicResearch-focused EEG classification pipeline for the TUH Abnormal EEG Corpus (TUAB) using EDF preprocessing, spectral feature extraction, subject-safe train/test splitting, interpretable machine l…
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TBI-Report_Timeline
TBI-Report_Timeline PublicSoftware-focused neuroengineering project that converts longitudinal TBI radiology reports into structured data, recovery timelines, and injury visualizations, including report-derived brain maps a…
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EEG-Security-Project
EEG-Security-Project PublicPrivacy-focused research evaluating motor-intention inference and cross-run participant re-identification from real human EEG recordings.
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