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Below you will see sections from a Linkedin Article(Martin Bello)

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3. Mental Health Diagnostics Using fMRI Data and AI Models Using fMRI datasets, I designed a multi-stage pipeline for preprocessing, feature extraction, and classification of neuropsychiatric conditions such as ADHD, bipolar disorder, and schizophrenia. This includes feature selection using Joint Mutual Information, state-space modeling, and ensemble MLP classifiers—all developed with direct assistance from ChatGPT. The models show promising discriminatory power and could enhance early-stage diagnostics.

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