Browsing by Author "Hassan, Mahmudul"

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Deep learning approaches to EEG and fMRI data: a comparative study for sleep stage classification

Tanvir, Farhan; Rahman, Tanjilur; Kamal, S M Arfa; Hassan, Mahmudul; Nazia, Nowshin (Brac University, 2024-05)

In this thesis, for classification of sleep stages, we use deep learning techniques with the help of data from fMRI and EEG. The ConvLSTM models are applied for the fMRI data. The data for the EEG is worked on with the ...
Enhancing autism detection through machine learning models focusing on behavioral analysis

Tamanna, Tania Sultana; Hassan, Mahmudul; Monsoor, Razin Sumyta; Hoque, Shehrin; Ridwan, Rageeb Mohammad (Brac University, 2024-05)

Autism Spectrum Disorder (ASD) is a complex and enduring condition characterized by challenges related to communication and behavior. It is a complex neurological disorder related to an individual’s psychological ...