QIAN Jia-nan, KANG Yan-lan, HE You-cheng, et al. Topic Modeling Analysis of Chinese Medicine Literature on Gastroesophageal Reflux Disease: Insights into Potential Treatment. [J]. Chinese Journal of Integrative Medicine, 2024,30(12):1128-1136.
DOI:
QIAN Jia-nan, KANG Yan-lan, HE You-cheng, et al. Topic Modeling Analysis of Chinese Medicine Literature on Gastroesophageal Reflux Disease: Insights into Potential Treatment. [J]. Chinese Journal of Integrative Medicine, 2024,30(12):1128-1136. DOI: 10.1007/s11655-024-3800-y.
Topic Modeling Analysis of Chinese Medicine Literature on Gastroesophageal Reflux Disease: Insights into Potential Treatment
摘要
Abstract
Objective:
2
To analyze Chinese medicine (CM) prescriptions for gastroesophageal reflux disease (GERD)
we model topics on GERD-related classical CM literature
providing insights into the potential treatment.
Methods:
2
Clinical guidelines were used to identify symptom terms for GERD
and CM literature from the database "Imedbooks" was retrieved for related prescriptions and their corresponding sources
indications
and other information. BERTopic was applied to identify the main topics and visualize the data.
Results:
2
A total of 36
207 entries are queried and 1
938 valid entries were acquired after manually filtering. Eight topics were identified by BERTopic
including digestion function abate
stomach flu
respiratory-related symptoms
gastric dysfunction
regurgitation and gastrointestinal dysfunction in pediatric patients
vomiting
stroke and alcohol accumulation are associated with the risk of GERD
vomiting and its causes
regurgitation
epigastric pain
and symptoms of heartburn.
Conclusions:
2
Topic modeling provides an unbiased analysis of classical CM literature on GERD in a time-efficient and scale-efficient manner. Based on this analysis
we present a range of treatment options for relieving symptoms
including herbal remedies and non-pharmacological interventions such as acupuncture and dietary therapy.
关键词
Keywords
gastroesophageal reflux diseaseBERTopicprescriptiontopic modelingChinese medicine