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Updated: Aug 23, 2025

Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications
Published on: February 23, 2019
Structuring Research Directions in Medical Domain with Topic Modeling: Application for PhD Theses Synopses in
Igor Babikov1, Sergey Kovalchuk1, Ivan Soldatov2
1ITMO University, Saint Petersburg, Russia.
Abstract:
The study analyzed scientific texts based on a manually created database of synopses of theses in dentistry. The main goal was to structure medical texts into various topics by means of natural language processing techniques (topic modeling). Furthermore, a dynamic topic modeling showed the most popular in the field of dentistry over almost the last thirty years.
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