April 1, 2013

Automatic cardiac RV segmentation using semantic information with graph cuts

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Population

MICCAI 2012 RV segmentation dataset

Comparison

Fully automatic method for cardiac right… vs Competing methods used on the MICCAI 2012 RV…

Authors

Discussion

May improve automated RV analysis in research; leaves open clinical validation before practice change.

Population

MICCAI 2012 RV segmentation dataset

Intervention

Fully automatic method for cardiac right ventricle (RV) segmentation using Random forest (RF) classifiers and graph cuts with semantic information

Comparator

Competing methods used on the MICCAI 2012 RV segmentation dataset

Outcome

Segmentation accuracysurrogate

A novel automated RV segmentation method using graph cuts and semantic information improves accuracy over existing methods on a standard dataset.

Mahapatra et al. (2013) studied this question.

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