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Topic classification
Automatic topic identification of health-related messages in online health community using text classification.
Yingjie Lu
Springerplus
. 2013.2:309 Electronic-eCollection
Source:PubMed
PMID:
23961389
doi:10.1186/2193-1801-2-309
Topic Modeling for Interpretable Text Classification From EHRs.
Emil Rijcken, Uzay Kaymak, Floortje Scheepers, Pablo Mosteiro, Kalliopi Zervanou, Marco Spruit
Front Big Data
. 2022.5:846930 Electronic-eCollection
Source:PubMed
PMID:
35600326
doi:10.3389/fdata.2022.846930
Topic Modeling Based Classification of Clinical Reports.
Efsun Sarioglu, Kabir Yadav, Hyeong-Ah Choi
Proc Conf Assoc Comput Linguist Meet
. Aug, 2013.2013:67-73 Print
Source:PubMed
PMID:
37786783
doi:
TopicBERT: A Topic-Enhanced Neural Language Model Fine-Tuned for Sentiment Classification.
Yuxiang Zhou, Lejian Liao, Yang Gao, Rui Wang, Heyan Huang
IEEE Trans Neural Netw Learn Syst
. 01, 2023.34(1):380-393 Print-Electronic
Source:PubMed
PMID:
34357867
doi:10.1109/TNNLS.2021.3094987
TextNetTopics Pro, a topic model-based text classification for short text by integration of semantic and document-topic distribution information.
Daniel Voskergian, Burcu Bakir-Gungor, Malik Yousef
Front Genet
. 2023.14:1243874 Electronic-eCollection
Source:PubMed
PMID:
37867598
doi:10.3389/fgene.2023.1243874
Multi-label topic classification for COVID-19 literature with Bioformer.
Li Fang, Kai Wang
ArXiv
. Apr 14, 2022.: Electronic
Source:PubMed
PMID:
35441084
doi:
Using metadata to create navigation paths in the HealthInsite Internet gateway.
P Deacon, J B Smith, S Tow
Health Info Libr J
. Mar, 2001.18(1):20-9 Print
Source:PubMed
PMID:
11260289
doi:10.1046/j.1365-2532.2001.00319.x
Investigating topic models' capabilities in expression microarray data classification.
Manuele Bicego, Pietro Lovato, Alessandro Perina, Marianna Fasoli, Massimo Delledonne, Mario Pezzotti, Annalisa Polverari, Vittorio Murino
IEEE/ACM Trans Comput Biol Bioinform
. 2012 Nov-Dec.9(6):1831-6 Print
Source:PubMed
PMID:
23221091
doi:10.1109/TCBB.2012.121
Topic selection for text classification using ensemble topic modeling with grouping, scoring, and modeling approach.
Daniel Voskergian, Rashid Jayousi, Malik Yousef
Sci Rep
. Oct 09, 2024.14(1):23516 Electronic
Source:PubMed
PMID:
39384798
doi:10.1038/s41598-024-74022-2
Unsupervised document classification integrating web scraping, one-class SVM and LDA topic modelling.
Anton Thielmann, Christoph Weisser, Astrid Krenz, Benjamin Säfken
J Appl Stat
. 2023.50(3):574-591 Electronic-eCollection
Source:PubMed
PMID:
36819086
doi:10.1080/02664763.2021.1919063
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