OPERATIONAL ANALYSIS OF COMPLEX MEDICAL STATES BY PHOTONICS METHODS
https://doi.org/10.24931/2413-9432-2018-7-1-28-31
Abstract
In this paper we analyze the possibility of using special methods and equipment of coherent photonics when working with multi-parameter information. Inverse two-phase coding and operational analysis of multi-parameter data can realize a number of probabilistic algorithms. The possibility and expediency of realization of not only the correlation algorithm underlying the holographic image recognition but also universal statistical algorithms using photonics methods is substantiated. A comparative analysis of photonic medical diagnostic systems running on a wide range of algorithms: search for precedent, correspondence diagnostics, deterministic diagnostics, Bayes algorithm. The results of experimental studies of medical diagnosis and the prediction of complex conditions is presented. Such an analysis is carried out by the means of vector-matrix multiplication using laser photonics methods. It is significant that with the widening of the range of probability algorithms, it is possible to preserve certain advantages of the holographic method: multidimensionality, efficiency, high information capacity and speed, visibility and flexibility of the result presentation. The methods described are of particular relevance in connection with the first photonic processors.
About the Authors
A. I. LarkinRussian Federation
Moscow
K. A. Trukhanov
Russian Federation
Moscow
References
1. Antonov V.A., Grosmann M.H., Larkin A.I., Osintsev A.V., Schepinov V.P. Medicine Application of Laser Holography and Speckle Interferometry in Computational vision and medical image processing – VIPIMAGE 2011. Algarve, CRC Press, 2011. pp. 12-14.
2. Grosmann M.H., Kiryushin M.A., Larkin A.I., Lebedenko A.I., Lebedenko I.Yu., Lopatina N.A., Osincev A.V., Shchepinov V.P., Shchepinova I.V. Laser photonics application for denture design optimization, Laser Physics, 2010, Vol. 20, Is. 6, pp. 1481-1485.
3. Larkin A.I., Juu F.T.S. Kogerentnaja fotonika [Coherent photonics]. Мoscow, BINOM, Laboratoriya znaniy Publ., 2007. 316 p.
4. Larkin A.I., Starikov S.N. Laser photonics as a tool for recording and processing particle traces, Pribory i tehnika jeksperimenta, 2017, No. 3, p. 1. (in Russian)
5. Zakharov S.M., Manykin E.A. Digital vector matrix multiplication on the basis of a photon echo, Laser Physics, 1996, Vol. 6, No. 4, pp. 793-802.
6. Antonov V.A., Larkin A.I., Grosmann M.H., Kartavenko V.I., Trukhanov K.A. Holographic data processing methods for medical prognosis, Laser Physics, 2015, Vol. 25, No. 10, p. 105601.
7. Duda R.O., Hart P.E. Pattern Classification and Scene Analysis. New York, Wiley-Interscience, 1973.
8. EnLight256 8000 Giga MAC/sec fixed point DSP. Herzelia Pituach, Lenslet, 2003 Available at: http://www.lenslet.com/docs EnLight256_White_Paper.pdf
Review
For citations:
Larkin A.I., Trukhanov K.A. OPERATIONAL ANALYSIS OF COMPLEX MEDICAL STATES BY PHOTONICS METHODS. Biomedical Photonics. 2018;7(1):28-31. (In Russ.) https://doi.org/10.24931/2413-9432-2018-7-1-28-31