I would not be removing any fan leaves, these are the major energy producers for your plant, but I would be doing some light, well considered "lollipopping".
However, I would be removing the dead leaves from the surface of the pot, they are a huge risk for developing a fungal infection or mould growth that could spread to your living plant, especially during flowering.