Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  present a methodology for performing statistical analysis for image-based studies of differences beten populations and describe our experience applying the technique in several different population comparison experiments. Unlike traditional analysis tools,  consider all features simultaneously, thus accounting for potential correlations beten the features. The result of the analysis is a classifier function that can be used for labeling new examples and a map over the original features indicating the degree to which each feature participates in estimating the label for any given example. Our experiments include shape analysis of subcortical structures in schizophrenia, cortical thinning in healthy aging and Alzheimer's disease and comparisons of fMRI activations in response to different visual stimuli.
['Polina Golland', 'Bruce Fischl', 'Mona Spiridon', 'Nancy Kanwisher', 'Randy L. Buckner', 'Martha Elizabeth Shenton', 'Ron Kikinis', 'Anders M. Dale', 'W. Eric L. Grimson']
I am writing a research paper on a idea Discriminative Analysis for Image-Based Studies
[{"from": "human", "value": "I am writing a research paper on a idea Discriminative Analysis for Image-Based Studies"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  present a methodology for performing statistical analysis for image-based studies of differences beten populations and describe our experience applying the technique in several different population comparison experiments. Unlike traditional analysis tools,  consider all features simultaneously, thus accounting for potential correlations beten the features. The result of the analysis is a classifier function that can be used for labeling new examples and a map over the original features indicating the degree to which each feature participates in estimating the label for any given example. Our experiments include shape analysis of subcortical structures in schizophrenia, cortical thinning in healthy aging and Alzheimer's disease and comparisons of fMRI activations in response to different visual stimuli."}]