For , we analyze the semilinear integro-differential equation on the one-dimensional domain in the unknown where are Caputo fractional derivatives, , , are uniform elliptic operators with time-dependent smooth coefficients, is a summable convolution kernel. Particular cases of this equation are the recently proposed advanced models of oxygen transport through capillaries. Under certain structural conditions on the nonlinearity and orders , the global existence and uniqueness of classical and strong solutions to the related initial-boundary value problems are established via the so-called continuation arguments method. The crucial point is searching suitable a priori estimates of the solution in the fractional Hölder and Sobolev spaces. The problems are also studied from the numerical point of view.

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