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. 2019 Mar 3;16(5):769. doi: 10.3390/ijerph16050769

Table 2.

Examples of text mining (TM) case studies from 2015–2018.

NLP Methods Methods Application Reference Year
Stemming, stop words, numbers and dates removed Logistic Regression Detection of Adverse Childhood Experiences [28] 2015
Stop words, lowercase, (IDF) Inverse Document Frequency Support Vector Machine (SVM) Identification of fall-related injuries [29] 2015
Self-Developed Algorithm Coronary artery disease risk assessment [30] 2015
Tokenization, Term Frequency-Inverse Document Frequency (TF-IDF), Removal of Stopwords Forward Neural Network with Back Propagation Automatic diagnosis prediction [27] 2016
Extracting [6] 2018