If you can do it, linearise the thermistor with a simple resistor network over your region of interest, or better still, use an op amp to null the output of the thermistor at your scale 0 and then linearise it.

We use a system like that to get 0.05 deg C Accuracy over the range -40 -10 C

And its cheap.

Steve