Ali Akbari

Student

I am master's student in Biomedical Engineering in the Department of Electrical Engineering at the Sharif University of Technology.


Interests: AI, Neuroscience, Bio-signal processing


Projects

The Importance of Biosignal Processing 2023

Bio-signal Preprocessing is one of the most important steps before using the signals for machine learning models

Machine learning Signal processing Python

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Dimension Reduction

Dimension reduction is a fundamental technique in AI and deep learning that plays a crucial role in simplifying complex data representations.

Machine Learning Signal Processing Deep Learning

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EEG Preprocessing

EEG Preprocessing.

EEG Preprocessing

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Supervised classification of sleep events suitable for a minimized home-operated recording system

an innovative non-invasive recording device leveraging respiratory rate, SpO2, and heart rate data to accurately classify sleep apnea, arousal, and hypopnea events, outperforming existing methods with impressive AUC values.

Machine Learning Signal Processing Wearable Device

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Essays