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Computer Recognition of Cervical Cell Nuclei

Abstract

COMPUTER programmes which process data obtained by scanning 35-mm films of individual cervical cells are being tested in an attempt to obtain a quantitative definition of the differences between normal and malignant cells. The scanning instrument is of an electro-optical nature and has a digital output1,2. It scans the photographic film in an array of points with each point yielding a number (between 0 and 128) the value of which depends on the emulsion density. The scan resolution can be varied from 4 lines each with 4 points to 256 lines each with 512 points. A typical single line scan (with 128 points) across a cervical cell nucleus is seen in Fig. 1. Normally these data are punched out automatically on paper tape, suitable for input to a Ferranti Sirius computer.

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References

  1. Ward, A., and McMaster, G. W., p. 428 of this issue of Nature.

  2. McMaster, G. W., “A Technique for the Digital Scanning of Normal and Malignant Cervical Cells”, paper presented at the Northern Cancer Res. Group's Conf., Sheffield, during April 8–9, 1965.

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MCMASTER, G. Computer Recognition of Cervical Cell Nuclei. Nature 208, 485–486 (1965). https://doi.org/10.1038/208485a0

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  • DOI: https://doi.org/10.1038/208485a0

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