Gradient non-linearity correction relocates normalised group activation hotspot

نویسندگان

  • A. Skimminge
  • M. S. Christensen
چکیده

Introduction Gradient coils in MR scanners are assumed to produce linear magnetic field gradients, however high-speed gradients show nonlinear characteristics as a trade-off[1]. This fact creates structural deformations in MR images during reconstruction, as the gradients are assumed to be linear. A correction for these structural deformations has been shown to be imperative in multi-site structural studies, this issue has to our knowledge not been taken into account when dealing with fMRI data. Accurate localisation of activation is important for instance in presurgical planning where the location of activation may determine where and where not to perform surgery. Here we show that using the known information of the how the gradient field are distorted, it is possible to reveal significant differences in activation localisation even in situations that are supposed to be unaffected by these distortions, in particular in group data results where EPI-times series are realigned, normalised and smoothed before group inference is made.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Reliability in multi-site structural MRI studies: effects of gradient non-linearity correction on phantom and human data.

Longitudinal and multi-site clinical studies create the imperative to characterize and correct technological sources of variance that limit image reproducibility in high-resolution structural MRI studies, thus facilitating precise, quantitative, platform-independent, multi-site evaluation. In this work, we investigated the effects that imaging gradient non-linearity have on reproducibility of m...

متن کامل

Autocalibrating Correction of Spatially Variant Eddy Currents for Three-Point Dixon Imaging

Introduction Three-point Dixon methods assume in the separation linearity between the common phase of water and fat and the echo time [1]. The contributions to the common phase from field inhomogeneity adhere to linearity. In acquisitions that employ bipolar readout gradients to increase scan efficiency and decrease echo spacing, however, the common phase also includes contributions from eddy c...

متن کامل

Computational Algorithm for Estimating the Gradient Isocenter of an MRI Scanner

The isocenter of the magnetic gradient fields inside a magnetic resonance imaging scanner is an important parameter in gradient non-linearity distortion correction methods for MR images. Currently there is no established method for estimating the gradient isocenter. All existing correction methods assume that the gradient isocenter coincides with the DICOM coordinate center, which is close but ...

متن کامل

Deep Neural Networks with Multistate Activation Functions

We propose multistate activation functions (MSAFs) for deep neural networks (DNNs). These MSAFs are new kinds of activation functions which are capable of representing more than two states, including the N-order MSAFs and the symmetrical MSAF. DNNs with these MSAFs can be trained via conventional Stochastic Gradient Descent (SGD) as well as mean-normalised SGD. We also discuss how these MSAFs p...

متن کامل

Delamination of Two-Dimensional Functionally Graded Multilayered Non-Linear Elastic Beam - an Analytical Approach

Delamination fracture of a two-dimensional functionally graded multilayered four-point bending beam that exhibits non-linear behaviour of the material is analyzed. The fracture is studied analytically in terms of the strain energy release rate. The beam under consideration has an arbitrary number of layers. Each layer has individual thickness and material properties. A delamination crack is loc...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2008