Titlebook: Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011; 14th International C Gabor Fichtinger,Anne Martel,Terry Peters Co

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Juan Eugenio Iglesias,Jiayan Jiang,Cheng-Yi Liu,Zhuowen Tu,the Alzheimers Disease Neuroimaging Initi

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规范要多

Selen Atasoy,Diana Mateus,Alexander Meining,Guang-Zhong Yang,Nassir Navab

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An Analysis of Scale and Rotation Invariance in the Bag-of-Features Method for Histopathological Imaby an expert pathologist, we achieve a classification accuracy of 88% with four subtypes. Our study shows that rotation invariance is more important than scale invariance but combining both properties gives better classification performance.

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The Relevance Voxel Machine (RVoxM): A Bayesian Method for Image-Based Prediction free parameters during the training phase, and offers the additional advantage of producing probabilistic prediction outcomes. Experiments on age prediction from structural brain MRI indicate that RVoxM yields biologically meaningful models that provide excellent predictive accuracy.

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MIRTH

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0302-9743 tation in three volumes. The third volume includes 82 papers organized in topical sections on computer-aided diagnosis and machine learning, and segmentation.978-3-642-23625-9978-3-642-23626-6Series ISSN 0302-9743 Series E-ISSN 1611-3349