Title :
The neuroscientific exploitation of high-resolution functional magnetic resonance imaging
Author :
Kriegeskorte, Nikolaus ; Bandettini, Peter
Author_Institution :
Sect. on Functional Imaging Methods, Nat. Inst. of Mental Health, Bethesda, MD
fDate :
Aug. 30 2006-Sept. 3 2006
Abstract :
High-resolution functional magnetic resonance imaging (hi-res fMRI) promises to bridge the gap between the macro- and the microview of brain function afforded by conventional neuroimaging and invasive cell recording, respectively. Hi-res fMRI (nominal voxel sizes les(2 mm) 3) is robustly achievable in human studies today using widely available clinical 3-Tesla scanners. However, the neuroscientific exploitation of the greater spatial detail poses three challenges: (1) Fine-scale neuronal activity patterns are inaccurately depicted in the hemodynamic images obtained. (2) Single small voxels yield very noisy measurements. (3) For groups of subjects, the interindividual correspondency mapping is unknown at the fine scale of millimeters. Here we argue that these challenges can be met by abstracting from the regional fine-scale activity patterns themselves and instead asking how well they distinguish the experimental conditions
Keywords :
biomedical MRI; brain; haemodynamics; image resolution; neurophysiology; 3 T; brain function; hemodynamic image; hi-res fMRI; high-resolution functional magnetic resonance imaging; neuronal activity pattern; neuroscientific exploitation; Bridges; Cities and towns; Decoding; Hemodynamics; Humans; Information analysis; Magnetic resonance imaging; Neuroimaging; Pattern analysis; Robustness;
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2006.259458