💻 🧠 Contact school.brainhack@gmail.com for questions! 🧠 💻

PCA

Automated detection of focal epilepsy based on brain morphometrics

Focal epilepsy is a type of epilepsy in which seizures originate from a specific region of the brain, often associated with structural abnormalities visible on neuroimaging. Accurate localization of the epileptogenic zone is essential for effective treatment planning, especially in cases considered for surgical intervention. In this project, we aim to classify the anatomical region of seizure onset using structural MRI data (T1-weighted images) processed with FreeSurfer.

Continue reading

Detecting ADHD through fMRI signals using ML classification models

We used the ADHD-200 Sample dataset to implement various machine learning classification models, aimed at diagnosing ADHD through resting-state fMRI signals.

Continue reading