نتائج البحث

ASGCL: Adaptive Sparse Mapping-based graph contrastive learning network for cancer drug response prediction.

• Authors : Dong, Yunyun^1,2 (AUTHOR); Zhang, Yuanrong¹ (AUTHOR); Qian, Yuhua^2,3 (AUTHOR)

• Source: PLoS Computational Biology. 1/30/2025, Vol. 21 Issue 1, p1-26. 26p.

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Capturing cell heterogeneity in representations of cell populations for image-based profiling using contrastive learning.

• Authors : van Dijk, Robert¹ (AUTHOR); Arevalo, John² (AUTHOR); Babadi, Mehrtash³ (AUTHOR)

• Source: PLoS Computational Biology. 11/11/2024, Vol. 20 Issue 11, p1-23. 23p.

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HGCLAMIR: Hypergraph contrastive learning with attention mechanism and integrated multi-view representation for predicting miRNA-disease associations.

• Authors : Ouyang, Dong^1,2 (AUTHOR); Liang, Yong^1,3 (AUTHOR) ; Wang, Jinfeng⁴ (AUTHOR)

• Source: PLoS Computational Biology. 4/23/2024, Vol. 20 Issue 4, p1-24. 24p.

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HGCLAMIR: Hypergraph contrastive learning with attention mechanism and integrated multi-view representation for predicting miRNA-disease associations

• Authors : Dong Ouyang; Yong Liang; Jinfeng Wang

Subjects: Biology (General); QH301-705.5

• Source: PLoS Computational Biology, Vol 20, Iss 4 (2024)

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Discovering molecular features of intrinsically disordered regions by using evolution for contrastive learning.

• Authors : Lu, Alex X.¹ (AUTHOR); Lu, Amy X.¹ (AUTHOR); Pritišanac, Iva^2,3 (AUTHOR)

• Source: PLoS Computational Biology. 6/29/2022, Vol. 18 Issue 6, p1-31. 31p. 2 Diagrams, 4 Graphs.

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Patient contrastive learning: A performant, expressive, and practical approach to electrocardiogram modeling.

• Authors : Diamant, Nathaniel^1,2 (AUTHOR); Reinertsen, Erik^1,3 (AUTHOR); Song, Steven³ (AUTHOR)

• Source: PLoS Computational Biology. 2/14/2022, Vol. 18 Issue 2, p1-16. 16p. 1 Diagram, 3 Charts, 5 Graphs.

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Cancer molecular subtyping using limited multi-omics data with missingness.

• Authors : Bu, Yongqi^1,2 (AUTHOR); Liang, Jiaxuan^1,2 (AUTHOR); Li, Zhen³ (AUTHOR)

• Source: PLoS Computational Biology. 12/26/2024, Vol. 20 Issue 12, p1-34. 34p.

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MIGGRI: A multi-instance graph neural network model for inferring gene regulatory networks for Drosophila from spatial expression images.

• Authors : Huang, Yuyang¹ (AUTHOR); Yu, Gufeng¹ (AUTHOR); Yang, Yang¹ (AUTHOR)

• Source: PLoS Computational Biology. 11/8/2023, Vol. 19 Issue 11, p1-24. 24p.

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Prokaryotic virus host prediction with graph contrastive augmentaion.

• Authors : Du, Zhi-Hua¹ (AUTHOR) ; Zhong, Jun-Peng¹ (AUTHOR); Liu, Yun¹ (AUTHOR)

• Source: PLoS Computational Biology. 12/1/2023, Vol. 19 Issue 12, p1-19. 19p.

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Fast protein structure comparison through effective representation learning with contrastive graph neural networks.

• Authors : Xia, Chunqiu¹ (AUTHOR); Feng, Shi-Hao¹ (AUTHOR); Xia, Ying¹ (AUTHOR)

• Source: PLoS Computational Biology. 3/24/2022, Vol. 18 Issue 3, p1-21. 21p. 4 Charts, 7 Graphs.

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