Therefore, we aim to convert unstructured breast radiology reports into structured formats using natural language processing (NLP) algorithm.  Our NLP algorithm achieved 97% and 94.9% accuracy in training and testing data, respectively. 
NLP
The model based on random forest generated the highest accuracy of 92%. 
random forest