Maybe it's
balsam poplar (
Populus balsamifera)? The leaves look similar, balsam poplar does have reddish twigs, and the bark could be similar to what you're describing. I think more information is needed to be able to make an I.D. (such as where you're located, the size and habit of the tree, possibly more photos, etc.)