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METHOD AND SYSTEM FOR MODELING AND PROCESSING FMRI IMAGE DATA USING A BAG-OF-WORDS APPROACH
专利权人:
International Business Machines Corporation
发明人:
Ravishankar Rao,Soumyabrata Dey,Mubarak Shah,Berkan Solmaz
申请号:
US13757102
公开号:
US20130211229A1
申请日:
2013.02.01
申请国别(地区):
US
年份:
2013
代理人:
摘要:
Systems and methods for processing image data are provided. A computer implemented method for processing image data, comprises gathering 4-D image data from a subject, extracting time series data, and spatial and degree data of each voxel of the subject, deriving at least one feature from the time series data, deriving at least one feature from the spatial and degree data, combining the at least one feature from the time series data, and the at least one feature from the spatial and degree data to generate combined data, and inputting the combined data to a classifier, wherein the classifier outputs a classification based on the combined data.
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