Application Of Deep Learning Models And Transfer Learning For The Classification Of Brain Diseases From MRI Images

Abstract

In recent years, the rise in cases of neurological disorders, ranging from newlineneurodegenerative conditions to psychiatric illnesses, has underscored the newlineurgent need for comprehensive understanding and effective management. Brain newlinediseases can have profound and wide-ranging effects on individuals, impacting newlinevarious aspects of their physical, cognitive, and emotional well-being. The newlinecumulative effects of brain diseases often result in a reduced quality of life for newlineindividuals and their caregivers. Activities of daily living may become newlinechallenging, leading to increased dependence on others for support. The newlinespecific effects can vary widely depending on the type of brain disease, its newlineseverity, and the areas of the brain affected. newline