ISSN 0869-6632 (Print)
ISSN 2542-1905 (Online)


For citation:

Makarenko A. V., Pravdivtsev A. V., Volovik M. G. Problems of modeling and analysis of infrared thermo maps human brain. Izvestiya VUZ. Applied Nonlinear Dynamics, 2011, vol. 19, iss. 6, pp. 145-155. DOI: 10.18500/0869-6632-2011-19-6-145-155

This is an open access article distributed under the terms of Creative Commons Attribution 4.0 International License (CC-BY 4.0).
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Language: 
Russian
Article type: 
Article
UDC: 
51-76, 004.942, 004.93’1

Problems of modeling and analysis of infrared thermo maps human brain

Autors: 
Makarenko Andrej Viktorovich, Research group "Constructive Cybernetics"
Pravdivtsev Andrey Vitalievich, Research group "Constructive Cybernetics"
Volovik Mihail Grigorevich, Nizhny Novgorod Research Institute of Traumatology and Orthopedics of the Ministry of Health of Russia
Abstract: 

This paper presents the approaches and methods for modeling and analysis of the open human cerebral cortex IR-thermo maps. The main goal of the development is to solve fundamental problems: the selection of reliable informative features, which allow detecting abnormalities of the brain, to classify its types, and to delineate its boundaries. The created analytical tools are also directed to the studying fundamental problems related to the mechanisms of autoregulation and compensation in the brain. The described methods and approaches were tested on the real medical history. 

Reference: 

  1. Volovik MG. On the role of metabolism and blood flow in the formation of thermopatterns observed during surgical interventions in neurosurgical patients. In: Fraerman AP. Actual Problems of Neurosurgery. Nizhny Novgorod; 2003. P. 88–104 (in Russian).
  2. Gorbach AM, Heiss JD, Kopylev L, Oldfield EH. Intraoperative infrared imaging of brain tumors. J. Neurosurg. 2004;101(6):960–969. DOI: 10.3171/jns.2004.101.6.0960.
  3. Berezina VV. Study of the adaptive possibilities of blood flow in the peritumoral zone of brain tumors. Extended Abstract of PhD Thesis on Biology. Nizhny Novgorod; 2009. 142 p. (in Russian).
  4. Nevill ME, Garrett A, Maxwell N, Parsons KC, Norwitz AJ. Thermal strain of intermittent and continuous exercise at 10 and 35 C in man. The Journal of Physiology. 1994;483:124–125.
  5. Ryzhikova OP, Shuvaeva VN. Myogenic reactions of various parts of the arterio-arteriolar link of the pial vasculature to their occlusion in normo- and spontaneously hypertensive rats. In: Abstracts of the XIX Congress of the Physiological Society named after I.P. Pavlov. Part 1. Saint Petersburg; 2004. P. 504 (in Russian).
  6. Usatov SA. Clinical features of glial brain tumors of various degrees of malignancy depending on the severity of the perifocal zone. Ukrainian Neurosurgical Journal. 1999;(1):13 (in Russian).
  7. King WA, Black KL. Peritumoral edema with meningiomas. In: Meningiomas and Their Surgical Management. Philadelphia; 1991. P. 43–58.
  8. Kravets LY, Volovik MG, Kolesov SN, Berezina VV, Sheludyakov AY. A Method for Assessing the Reactivity of the Vessels of the Cortex of the Peritumoral Zone of Supratentorial Tumors. Patent for Invention No. 2269287 dated 02.10.2006 (in Russian).
  9. Kravets LY, Volovik MG, Sheludyakov AY, Kolesov SN, Grigorieva VV. Thermal imaging monitoring of the operating field during neurosurgical interventions. Communication I: Thermal mapping of the cortex in supratentorial tumors. In: Abstracts of the V International Symposium «Brain Injury (Minimally Invasive Diagnosis and Treatment)». Saint Petersburg; 1999. P. 208–210 (in Russian).
  10. Kamkin A, Kamensky A, editors. Fundamental and Clinical Physiology. Moscow: «Academia»; 2004. 1073 p. (in Russian).
  11. Volovik MG, Makarenko AV, Pravdivtsev AV. Approaches and methods of modeling and research of IR thermomaps of the human brain. In: Second All-Russian Conference «Nonlinear Dynamics In Cognitive Research». Collection of Reports. Nizhny Novgorod: IAP RAS; 2011 (in Russian).
  12. Haken H. Synergetics: An Introduction. Berlin: Springer; 1983. 390 p. DOI: 10.1007/978-3-642-88338-5.
  13. Ashby WR. An Introduction to Cybernetics. Chapman and Holl; 1956. 431 p.
  14. Krasovsky AA, editor. Handbook on the Theory of Automatic Control. Moscow: Nauka, Fizmatlit; 1987. 712 p. (in Russian).
  15. Makarenko AV, Pravdivtsev AV, Yudin AN. Method for estimating internal parasitic radiation of optical paths of infrared systems. Electromagnetic Waves and Electronic Systems. 2009;(12):28 (in Russian).
  16. Makarenko AV, Pravdivtsev AV. Ab initio method for evaluating the intrinsic "parasitic" radiation of optical systems in the infrared range. In: VIII All-Russian Youth Samara Competition-Conference of Scientific Works on Optics and Laser Physics. Collection of Competitive Reports. Samara: SamSU; 2010. P. 226–232 (in Russian).
  17. Zhou H, Wu J, Zhang J. Digital Image Processing. BookBoon; 2010. 424 p.
  18. Barenblatt GI. Scaling, Self-similarity, and Intermediate Asymptotics: Dimensional Analysis and Intermediate Asymptotics. Cambridge University Press; 1996. 386 p.
  19. Kalitkin NN. Numerical Methods. Moscow: Nauka; 1978. 512 p. (in Russian)
  20. Witten IH, Frank E, Hall MA. Data Mining: Practical Machine Learning Tools and Techniques (Third Edition). Morgan Kaufmann; 2011. 629 p.  
Received: 
14.07.2011
Accepted: 
14.07.2011
Published: 
29.02.2012
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