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. Author manuscript; available in PMC: 2018 Jan 9.
Published in final edited form as: Stud Health Technol Inform. 2017;245:614–618.

Table 1.

Topic keywords and the representative ingredients of eight topics chosen for manual evaluation. The topic keywords were listed in decreasing order by their probabilities generated by LDA. The bolded topics are coherent ones where the topic keywords are closely related.

Topic Topic Keywords Representative Ingredients
1 Sarcoidosis, hyperparathyroidism, lymphoma, bipolar disorder Vitamin D3
11 Anxiety, depression, anxiety depression, anxiety disorder S-Adenosyl-L-Methionine (SAMe), steroids
12 Obstruction, inflammation, intestinal obstruction, pain, abdominal pain Cascara sagrada, Celandine
24 Hyperthyroidism, palpitations, duodenal ulcer, anxiety, blood pressure abnormal L-Tyrosine, Iodine
29 Gastritis, loose stools, peptic ulcer, heartburn, ulcer Oregano oil, Cayenne pepper
33 Photosensitivity, tingling skin, tingling sensation, bladder dysfunction, serotonin syndrome Beta-Alanine, St. John’s Wort
42 Epilepsy, blood disorder, cardiovascular disorder, hypotension, tuberculosis St. John’s Wort, Graviola
47 Dizziness, headache, nervousness, glaucoma, depression Caffeine, L-Glutamine