Identificación de imágenes anatómicas patológicas y mecanismo de marco para analizar. 

  • Rustamov Nasim
  • Tolep Abdimukhan
  • Bekzat Kuatbekov
  • Akimishev Galimgan University. (KAZAKHSTAN).
Palabras clave: patólogo, imagen, reconocimiento, lógica matemática, estadística matemática

Resumen

En el trabajo se contempla el problema que surge al diseñar la base de conocimientos (KB) para las imágenes anatomopatológicas y las dificultades asociadas con la presentación de este conocimiento para el procesamiento de la máquina; esencialmente, las propiedades de la celda se cambian con el tiempo. Por consiguiente, las imágenes anatomopatológicas son dinámicas. A partir de la definición de objetos dinámicos en imágenes de video, se propone un algoritmo de marco para diseñar KB para las imágenes anatomopatológicas. Este artículo analiza el algoritmo de reconocimiento de objetos utilizando los métodos de estadística matemática y lógica matemática. 

Citas

Boser, B.E, Guyon IM, Vapnik, V, N. (1992) A training algorithm for optimal margin classifiers. In: Haussler D, editor. BE BoserIM GuyonVN Vapnik1992A training algorithm for optimal margin classifiers.D. Haussler5th Annual ACM Workshop on COLT, pages 144– 152, ACM Press. 5th Annual ACM Workshop on COLT, pages 144–152, ACM Press.

Della Mea V, Bortolotti N, Beltrami CA. (2009). eSlide suite: an open source software system for whole slide imaging. J. Clin. Pathol. 62:749–51

Difranco, MD, O’Hurley G, Kay EW, Watson RW, Cunningham P. (2011). Ensemble based system for whole-slide prostate cancer probability mapping using color texture features. Comput. Med. Imaging Graph. 35:629–45

Evans AJ, Chetty R, Clarke BA, Croul S, Ghazarian DM, et al. (2009). Primary frozen section diagnosis by robotic microscopy and virtual slide telepathology: the University Health Network experience. Hum. Pathol. 40:1070–81

Evered, A, Dudding N. (2010). Accuracy and perceptions of virtual microscopy compared with glass slide microscopy in cervical cytology. Cytopathology 22:82–87

For А. (1989). Perception and pattern recognition –M.: Mechanic engineering. – 272 p.

Foster, R.A, Kuypers M.M, Vagner T, Paerl R.W, Musat N, Zehr J.P. (2011). Nitrogen fixation and transfer in open ocean diatom-cyanobacterial symbioses. ISME J 5: 1484–1493.

Gabril, M.Y, Yousef G.M. (2010). Informatics for practicing anatomical pathologists: marking a new era in pathology practice. Mod. Pathol. 23:349–58

Ghosal S, Fallon S.J, Leighton T.J, Wheeler K.E, Kristo M.J, Hutcheon I.D et al. (2008). Imaging and 3D elemental characterization of intact bacterial spores by high-resolution secondary ion mass spectrometry. Anal Chem 80: 5986–5992.

Gilbertson, J.R, Ho J, Anthony L, Jukic D.M, Yagi Y, Parwani A.V. (2006). Primary histologic diagnosis using automated whole slide imaging: a validation study. BMC Clin. Pathol. 6:4

Ho, J, Parwani, AV, Jukic, D.M, Yagi, Y, Anthony, L, Gilbertson, J.R. (2006). Use of whole slide imaging in surgical pathology quality assurance: design and pilot validation studies. Hum. Pathol. 37:322–31

Huisman, A, Looijen, A, van den Brink, S.M, van Diest, P.J. (2010). Creation of a fully digital pathology slide archive by high-volume tissue slide scanning. Hum. Pathol. 41:751–57

Kalinski, T. Zwonitzer, R. Sel S, Evert, M, Guenther, T. (2008). Virtual 3D microscopy using multiplane whole slide images in diagnostic pathology. Am. J. Clin. Pathol. 130:259–64

Li, T, Wu, T.D, Mazéas, L, Toffin, L, Guerquin-Kern, J.L, Leblon, G. (2008). Simultaneous analysis of microbial identity and function using NanoSIMS. Environ Microbiol 10: 580– 588.

Mora, J. A. M. (2016). Interdisciplinary Teaching of Differential Equations for Life Sciences: Modeling The Cell Growth. International Journal of Engineering, Science and Mathematics, 5(1), 210-218.

Musat, H. Halm, B.R. Winterholler, P. Hoppe, S. Peduzzi, F. Hillion, F. Horreard, R. Amann, B.B. Jørgensen, M.M.M. Kuypers, A(2008). single-cell view on the ecophysiology of anaerobic phototrophic bacteria Proc. Natl. Acad. Sci. U.S.A., 105, pp. 17861-17866

Musat, R. Foster, T. Vagner, B. Adam, M.M.M. (2012). KuypersDetecting metabolic activities in single cells, with emphasis on nanoSIMS FEMS Microbiol. Rev., 36 (2012), pp. 486-511

Palmer, J., Clifford, W. G. (2017). The visual system encodes others' direction of gaze in a first-person frame of reference Volume: 168, pp.256-266.

Pantanowitz L. (2010). Digital images and the future of digital pathology. J. Pathol. Inform. 1:15

Patterson, E.S, Rayo, M, Gill, C, Gurcan, M.N. (2011). Barriers and facilitators to adoption of soft copy interpretation from the user perspective: lessons learned from filmless radiology for slideless pathology. J. Pathol. Inform. 2:9

Pavlidis T. (1982). Algoritmy mashinnoj grafiki i obrabotki izobrazhenij M.:Mir.

Pocepaev, R.B., Petrov, I.B. (2003). EHffektivnyj algoritm predobrabotki izobrazhenij dlya strukturnyh metodov raspoznavaniya rukopisnyh simvolov (EHlektronnyj resurs) / Mosk. fiz.- tekhn. in-t. EHlektron. zhurn. Dolgoprudnyj : MFTI.

Rustamov, B.К., Akimishev, G.P. (2011). Information system for identification of pathological anatomical images. Proceedings of International scientific and practical conference «Auezov Literature-10 dedicated to the 20th anniversary of Independence of the Republic of Kazakhstan, Shymkent.page.289-292.

Sadykov, S.S., Kan, А.N., Samandarov, I.R. (1990). Methods of structural feature extraction of image. Tashkent: Fan. – 104 p.

Thompson, R.A. Foster, A. Krupke, B.J. Carter, N. Musat, D. Vaulot, M.M.M. Kuypers, J.P. 2012). ZehrUnicellular cyanobacterium symbiotic with a single-celled eukaryotic alga Science, 337, pp. 1546-1550

Villegas, F. Villegas, J. and Hidalgo, C. (2018). "Lógica de gobierno y de gestión en una universidad estatal de Chile." Opción. 34.86: 286-325.

Weinstein, RS, Graham, AR, Richter, LC, Barker, GP, Krupinski, EA, et al. (2009). Overview of telepathology, virtual microscopy, and whole slide imaging: prospects for the future. Hum. Pathol. 40:1057–69

Williams, S, Henricks, W.H, Becich M.J, Toscano, M, Carter, A.B. (2010). Telepathology for patient care: What am I getting myself into? Adv. Anat. Pathol. 17:130–49

Publicado
2019-03-01