Automated analysis of multi-dimensional biomedical image dataacquired using optical microscopy
2006
Biomedical image data can be produced by different instruments.
In hospitals the most frequent source of such data are computer
tomography (CT), magnetic resonance imaging (MRI), ultrasound
imaging or X-ray imaging. For research purposes, however, the
most frequent instrument is optical microscope (typically cells
or their components stained with fluorescent dyes are
observed). The image formed in the microscope is recorded using
a special low-light camera, transferred to computer memory and
analysed by computer. Although camera is a two-dimensional
device, more dimensions can be acquired using scanning (e.g.,
third spatial dimension, spectral dimension, time dimension or
viewing angle dimension). Due to the increasing complexity and
volume, the resulting multidimensional data often need computer
analysis with a high degree of automation. This paper provides
an overview in the field of computer analysis of different
types of biomedical image data generated by optical microscopy
and related automation efforts.
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