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other. Therefore, some vertebrae will merge with their neighbors, i.e., multiple
nodes may be located very close to each other.
After the optimization, a mean-shift based clustering on the central positions of
the components using the mean height of the vertebral bodies as its bandwidth is
used to merge overlapping components and therefore
￿
find the number of ver-
tebrae [ 8 ].
Fig. 4 Examples of detection vertebrae in different spinal regions. a An example of cervical
vertebra detection. b An example of thoracic vertebra detection. c An example of lumbar vertebra
detection
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