Segmentation of B-mode cardiac ultrasound data by Bayesian Probability Maps
We want to determine the position of the endocardium in B-mode ultrasound sequences. Bayesian Probability Maps give the probability of pixels being in the endocardium. Map provides information of uncertainty instead of single curve. Inter-observer study shows that the results are comparable to expert segmentations. Proposed method outperforms model of Chen et al. on our test data.
segmentation cardiac b-mode ultrasound bayes censored data