Modern Fmri: Practical Lessons and Insights
暫譯: 現代功能性磁共振成像:實用課程與見解
Jahn, Andrew
- 出版商: Academic Press
- 出版日期: 2026-06-23
- 售價: $4,630
- 貴賓價: 9.5 折 $4,398
- 語言: 英文
- 頁數: 262
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0443405824
- ISBN-13: 9780443405822
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相關分類:
Machine Learning
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商品描述
The field of neuroimaging with functional magnetic resonance imaging (fMRI) is developing at a rapid pace, with a seemingly endless number of software packages, statistical methods, and different ways to organize and analyze neuroimaging data. Among such a wide variety of options, and with so many seemingly conflicting pieces of advice on the "correct" way of analyzing neuroimaging data, knowing what decisions to make is a difficult task.
Modern fMRI: Practical Lessons and Insights provides an up-to-date, holistic overview of the field of fMRI, familiarizing the reader with the latest trends in neuroimaging, such as standardized data organization and preprocessing, advances in functional connectivity and machine learning, and current guidelines in data and code sharing. This includes advice about best practices in preprocessing, statistical modeling, QA checks, and some of the latest tools and concepts to be familiar with, including fMRIPrep, OpenNeuro.org, Open Science practices, and Jupyter notebooks
商品描述(中文翻譯)
神經影像學領域中的功能性磁共振影像(fMRI)正在快速發展,出現了無數的軟體包、統計方法以及組織和分析神經影像數據的不同方式。在這麼多樣化的選擇中,面對許多看似相互矛盾的建議,了解該如何做出正確的決策是一項艱鉅的任務。
《現代 fMRI:實用課程與見解》提供了該領域的最新、全面的概述,使讀者熟悉神經影像學中的最新趨勢,例如標準化數據組織和預處理、功能連接性和機器學習的進展,以及當前數據和程式碼共享的指導方針。這包括有關預處理、統計建模、質量保證檢查的最佳實踐建議,以及一些最新的工具和概念,如 fMRIPrep、OpenNeuro.org、開放科學實踐和 Jupyter notebooks。