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A novel image process algorithmic rule providing smart preliminary capabilities for in vitro detection of protozoal infection. The planned idea relies upon analysis of the temporal variation of every pel. Changes in dark pixels mean that inhume cellular activity happened, indicating the presence of the sporozoan within the cell. Preliminary experimental results involving analysis of red blood cells being either healthy or infected with protozoal infection parasites, valid the potential advantage of the planned numerical approach.
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