CT Scan and Image type

To get the better performance to ascertain if disease is there or not, do you recommend using 3d model along with 3d data or do you suggest 2d?

We are evaluating idea to find disease using CT scan. We stuck in model building phase, as we are not sure gong with 3d layer be good idea or normal 2D. Please suggest?