The present disclosure relates to methods of analyzing breast tumor samples, for example as a means to determine whether the tumor is cancerous or benign. For example, it is shown herein that analysis of a Fourier transform infrared (FT-IR) spectroscopic image allows for automated detection of breast cancer or benign breast tumors with high accuracy.