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The creating magnetic nanoparticles (MN) with the Curie temperature in the range of 45-70 C enables one to achieve the self regulating heating of tumor tissues in AC magnetic field . Iron oxide MN are very attractive due to low toxicity and good magnetic properties. The size effects in magnetic properties were studied by using Monte Carlo calculation.