Analysis of Functional Magnetic Resonance Imaging

-教學目標 Objective-

［全英文授課］修課學生將能了解功能性磁振造影基本成像與學習分析原理，包含造影條件、影像前處理、廣義線性模型、多體素模式分析、獨立成分網路分析、低頻強度分析、功能性連結分析、與圖學分析。透過原理講授、隨堂實作與相關文獻討論，修課學生將能掌握實作分析能力，協助自身研究發展。
Students should be able to learn the principles and analyses of functional magnetic resonance imaging (fMRI), including the imaging parameters, standard preprocessing, general linear model, multi-voxel pattern analysis, independent component analysis, amplitude of low-frequency fluctuation, functional connectivity, and graph theory. Through the given lectures, hands-on practices, and literature review, students should be able to handle the essential analysis skills to facilitate their own researches in the fMRI field.

-授課內容Content-
Week 1： Course Introduction and Overview