CoLumbo is a software for analysis of lumbar spine images obtained with MRI. The purpose of CoLumbo is to assist with the reading of MRI images on the lumbar spine and to provide information on detected pathologies and abnormalities, and reduce the time to record the readings. CoLumbo uses a machine learning algorithms based on fully convolutional neural networks combined with medical domain knowledge.