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 Statistical Modelling Technology

Imorphics technology is based around statistical techniques, which have proved to be effective in other areas such as industrial inspection, and data signal processing.

The basic method, is to build models of the features which are of interest.  A statistical model is a distillation of key visual features, such as shape and appearance, extracted from a series of examples.

The model is built automatically by the imorphics software, and contains a summary of the key visual features, and how much those features vary.  Once the model is built, it can be used in various ways, as shown below.

   

Automatic segmentation

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Removes need for manual segmentation

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Significantly improves repeatability

Development of new biomarkers

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Detects very small difference in volume

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Completely new markers (e.g. 3D shape)

Object registration

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Register object without registering images

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Compare local changes over a time series

Analysis of existing datasets

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Examine existing datasets for new markers

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