NLP offers multiple benefits in cancer treatment. It can improve the accuracy and efficiency of diagnosis by extracting relevant patient information from electronic health records (EHRs). This helps healthcare providers make more informed decisions. NLP can also assist in personalizing treatment plans by analyzing historical treatment outcomes and predicting patient responses based on similar cases. Furthermore, it can aid in clinical trial matching by quickly identifying eligible patients based on their medical records.