Invention Grant
US09072496B2 Method and system for modeling and processing fMRI image data using a bag-of-words approach
有权
使用手提袋方法对fMRI图像数据进行建模和处理的方法和系统
- Patent Title: Method and system for modeling and processing fMRI image data using a bag-of-words approach
- Patent Title (中): 使用手提袋方法对fMRI图像数据进行建模和处理的方法和系统
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Application No.: US13757102Application Date: 2013-02-01
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Publication No.: US09072496B2Publication Date: 2015-07-07
- Inventor: Ravishankar Rao , Soumyabrata Dey , Mubarak Shah , Solmaz Berkan
- Applicant: International Business Machines Corporation , University of Central Florida Research Foundation, Inc.
- Applicant Address: US NY Armonk US FL Orlando
- Assignee: International Business Machines Corporation,University of Central Florida Research Foundation, Inc.
- Current Assignee: International Business Machines Corporation,University of Central Florida Research Foundation, Inc.
- Current Assignee Address: US NY Armonk US FL Orlando
- Agency: Ryan, Mason & Lewis, LLP
- Agent Vazken Alexanian
- Main IPC: G06K9/00
- IPC: G06K9/00 ; A61B5/00 ; G06T7/00 ; G06K9/46 ; A61B5/055 ; A61B5/16

Abstract:
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.
Public/Granted literature
- US20130211229A1 METHOD AND SYSTEM FOR MODELING AND PROCESSING FMRI IMAGE DATA USING A BAG-OF-WORDS APPROACH Public/Granted day:2013-08-15
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