דלג לתוכן (מקש קיצור 's')
Logo of Technion
Logo of CS Department
אירועים

אירועים

Pixel Club Seminar: Non-parametric Atlas-Based Segmentation of Highly Variable Anatomy
event speaker icon
פולינה גולנד, MIT/CSAIL
event date icon
יום רביעי, 23.6.2010, 11:30
event location icon
חדר 337, בניין טאוב למדעי המחשב
We propose a non-parametric probabilistic model for the automatic segmentation of medical images. The resulting inference algorithms register individual training images to the new image, transfer the segmentation labels and fuse them to obtain the final segmentation of the test subject. Our generative model yields previously proposed label fusion algorithms as special cases, but also leads to a new variant that aggregates evidence locally in determining the segmentation labels. We demonstrate the advantages of our approach in two clinical application: segmentation of neuroanatomical structures and segmentation of the left heart atrium whose shape varies significantly across the population.
[בחזרה לאינדקס האירועים]