Brain Tumor Database for CNN?
Some of the followings might be useful:


Brain Tumor Image Segmentation Challenge
Primary Tumor Data Set by UC Irvine Machine Learning Repository 
ncbi.nlm.nih.gov
University of Cyprus
Brain Tumor Dataset