295 research outputs found
On the geometric structure of fMRI searchlight-based information maps
Information mapping is a popular application of Multivoxel Pattern Analysis
(MVPA) to fMRI. Information maps are constructed using the so called
searchlight method, where the spherical multivoxel neighborhood of every voxel
(i.e., a searchlight) in the brain is evaluated for the presence of
task-relevant response patterns. Despite their widespread use, information maps
present several challenges for interpretation. One such challenge has to do
with inferring the size and shape of a multivoxel pattern from its signature on
the information map. To address this issue, we formally examined the geometric
basis of this mapping relationship. Based on geometric considerations, we show
how and why small patterns (i.e., having smaller spatial extents) can produce a
larger signature on the information map as compared to large patterns,
independent of the size of the searchlight radius. Furthermore, we show that
the number of informative searchlights over the brain increase as a function of
searchlight radius, even in the complete absence of any multivariate response
patterns. These properties are unrelated to the statistical capabilities of the
pattern-analysis algorithms used but are obligatory geometric properties
arising from using the searchlight procedure.Comment: 15 pages, 7 figure
Pallidotomy in advanced Parkinson's disease
Journal ArticleTo the Editor: We read with interest the comments published regarding our recent article on pallidotomy in patients with advanced Parkinson's disease (3). There seems to be confusion as to some of the technical methods used in creating the radiofrequency lesions in these patients. As noted in the Patients and Methods section, multiple lesions were created by moving the probe to achieve the ultimate overall lesion. The short radiofrequency times noted in the comments are used in performing thalamotomy by our group to titrate the size of the lesion to the clinical response. However, the lesions created in the medial pallidum in the present series of patients were large (lesioning times, 45-60 s for each probe position), as also noted by the dimensions of the lesions revealed by the follow-up MRI studies. The size and position of the lesions should target the globus pallidus internus and certainly some of the globus pallidus externus as well, given the relative size and proximity of these targets (see Plate 27 [coronal] and Plate 45 [sagittal] of the Atlas for Stereotaxy of the Human Brain [2)
Overt and Covert Object Features Mediate Timing of Patterned Brain Activity during Motor Planning
11 pagesHumans are seamless in their ability to efficiently and reliably generate fingertip forces to gracefully interact with objects. Such interactions rarely end in awkward outcomes like spilling, crushing, or tilting given advanced motor planning. Here we combine multiband imaging with deconvolution- and Bayesian pattern component modeling of functional magnetic resonance imaging data and in-scanner kinematics, revealing compelling evidence that the human brain differentially represents preparatory information for skillful object interactions depending on the saliency of visual cues. Earlier patterned activity was particularly evident in ventral visual processing stream-, but also selectively in dorsal visual processing stream and cerebellum in conditions of heightened uncertainty when an object’s superficial shape was incompatible rather than compatible with a key underlying object feature
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