METHODS FOR NEUROIMAGING RESEARCH

Name: METHODS FOR NEUROIMAGING RESEARCH
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MEDPHYS 651

과목 설명

Provides a practical foundation for neuroimaging research studies with statistical image analysis. Specific imaging methods include functional BOLD MRI, structural MRI morphometry, and diffusion tensor imaging. Lectures and associated in-class computer exercises will cover the physics and methods of image acquisition, steps and tools for image analyses, the basis for statistical image analyses and interpretation of the results.

선수과목

Graduate/professional standing or (PHYSICS 104 , PHYSICS 202 or PHYSICS 208 )

충족 요건

This course does not satisfy any prerequisites.

학점

미보고

개설 시기

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평점

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변화 계산 불가

수료율

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변화 계산 불가

A 비율

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변화 계산 불가

학급 규모

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과거 데이터 대비 변화 없음

데이터 없음

강사 (2026 Summr)

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유사 과목

STATISTICAL METHODS FOR MEDICAL IMAGE ANALYSIS

BMI/STAT 768

Introduce key statistical methods and concepts for analyzing various medical images. Analyze publicly available and student/instructor supplied imaging data using the most up-to-date methods and tools.

COMPUTATIONAL METHODS FOR MEDICAL IMAGE ANALYSIS

BMI/COMPSCI 767

Review of advanced medical image analysis techniques. Covers advanced segmentation and registration methods. Describes the use and extension of statistical and machine learning methods for medical image analysis tasks.

BIOMEDICAL IMAGE ANALYSIS

BMI/COMPSCI 567

Hands-on introduction to biological and medical image analysis techniques. Topics include medical imaging formats, segmentation, registration, image quantification, and classification.

EXPERIMENTAL DESIGN AND STATISTICAL METHODOLOGY

NTP 701

Application of the scientific method and experimental design, with a focus on experimental neuroscience. Topics include best practices that underlie robust and unbiased experimental approaches, methods, analyses, data interpretation and transparent reporting of results.

MAGNETIC RESONANCE IMAGING (MRI)

BME/MEDPHYS 568

Core course covering the physics associated with magnetic resonance imaging emphasizing techniques employed in medical diagnostic imaging. Major MRI topics include: physics of MR, pulse sequences, hardware, imaging techniques, artifacts, and clinical applications. At the completion of this course, students should have an understanding of the technical and scientific details of modern magnetic resonance imaging and its use in diagnosing disease. Graduate students who have not takenMATH 222andPHYSICS 202at UW-Madison must have the equivalent coursework in order to be successful in this course.