Medical Needs Extraction for Breast Cancer Patients from Question and Answer Services: Natural Language Processing-Based Approach.
Masaru KambaMasae ManabeShoko WakamiyaShuntaro YadaEiji AramakiIsrael Terungwa AgakuIsao MiyashiroPublished in: JMIR cancer (2021)
We created 3 corpora to classify the problems of patients with cancer. The proposed method was able to classify the problems considering the question text. Moreover, as an application example, the question text that included the side effect signaling of drugs and the unmet needs of cancer patients could be extracted. Revealing these needs is important to fulfill the medical needs of patients with cancer.