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A novel multiple kernel fuzzy topic modeling technique for biomedical data

• Authors : Junaid Rashid; Jungeun Kim; Amir Hussain

Subjects: Topic modeling; Medical data; Multiple kernel fuzzy topic modeling

• Source: BMC Bioinformatics, Vol 23, Iss 1, Pp 1-19 (2022)

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Analyzing the field of bioinformatics with the multi-faceted topic modeling technique

• Authors : Go Eun Heo; Keun Young Kang; Min Song

Subjects: Bioinformatics; Text mining; Topic modeling

• Source: BMC Bioinformatics, Vol 18, Iss S7, Pp 45-57 (2017)

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Mining hidden knowledge for drug safety assessment: topic modeling of LiverTox as a case study.

• Authors : Ke Yu¹; Jie Zhang¹; Minjun Chen¹

• Source: BMC Bioinformatics. 2014, Vol. 15 Issue Suppl 17, p1-8. 8p. 1 Diagram, 2 Charts, 2 Graphs.

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Topic modeling for cluster analysis of large biological and medical datasets.

• Authors : Weizhong Zhao^1,2 (AUTHOR); Wen Zou¹ (AUTHOR) ; Chen, James J.¹ (AUTHOR)

• Source: BMC Bioinformatics. 2014, Vol. 15 Issue Suppl 11, p1-11. 11p. 2 Diagrams, 3 Charts, 2 Graphs.

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Probabilistic topic modeling for the analysis and classification of genomic sequences.

• Authors : Rosa, Massimo La¹ (AUTHOR) ; Fiannaca, Antonino² (AUTHOR); Rizzo, Riccardo² (AUTHOR)

• Source: BMC Bioinformatics. 2015 Suppl 6, Vol. 16, p1-9. 9p. 3 Diagrams, 1 Chart, 4 Graphs.

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Exploiting topic modeling to boost metagenomic reads binning.

• Authors : Ruichang Zhang¹ (AUTHOR); Zhanzhan Cheng¹ (AUTHOR); Jihong Guan² (AUTHOR)

• Source: BMC Bioinformatics. 2015 Suppl 5, Vol. 16, p1-10. 10p. 4 Diagrams, 11 Charts, 1 Graph.

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A heuristic approach to determine an appropriate number of topics in topic modeling

• Authors : Weizhong Zhao; Zhichao Liu; Roger Perkins

Subjects: 0303 health sciences; 03 medical and health sciences; Proceedings

• Source: BMC Bioinformatics

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Investigating drug repositioning opportunities in FDA drug labels through topic modeling.

• Authors : Bisgin, Halil¹; Zhichao Liu²; Kelly, Reagan³

• Source: BMC Bioinformatics. 2012 Supplement, Vol. 13 Issue Suppl 15, p1-9. 9p. 1 Diagram, 3 Graphs.

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Mining FDA drug labels using an unsupervised learning technique - topic modeling.

• Authors : Bisgin, Halil¹; Zhichao Liu²; Hong Fang³

• Source: BMC Bioinformatics. 2011 Supplement 10, Vol. 12 Issue Suppl 10, p1-8. 8p. 1 Diagram, 2 Charts, 3 Graphs.

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A systems approach for analysis of high content screening assay data with topic modeling.

• Authors : Bisgin, Halil¹; Chen, Minjun¹; Yuping Wang¹

• Source: BMC Bioinformatics. 2013, Vol. 14 Issue Suppl 14, p1-10. 10p. 2 Diagrams, 3 Charts.

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